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[PATCH 4/6] TAP test for the slot limit feature
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* [PATCH 4/6] TAP test for the slot limit feature
@ 2017-12-21 08:33 Kyotaro Horiguchi <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Kyotaro Horiguchi @ 2017-12-21 08:33 UTC (permalink / raw)

---
 src/test/recovery/t/018_replslot_limit.pl | 198 ++++++++++++++++++++++++++++++
 1 file changed, 198 insertions(+)
 create mode 100644 src/test/recovery/t/018_replslot_limit.pl

diff --git a/src/test/recovery/t/018_replslot_limit.pl b/src/test/recovery/t/018_replslot_limit.pl
new file mode 100644
index 0000000000..2bd6fdf39c
--- /dev/null
+++ b/src/test/recovery/t/018_replslot_limit.pl
@@ -0,0 +1,198 @@
+# Test for replication slot limit
+# Ensure that max_slot_wal_keep_size limits the number of WAL files to
+# be kept by replication slots.
+
+use strict;
+use warnings;
+use File::Path qw(rmtree);
+use PostgresNode;
+use TestLib;
+use Test::More tests => 13;
+use Time::HiRes qw(usleep);
+
+$ENV{PGDATABASE} = 'postgres';
+
+# Initialize master node, setting wal-segsize to 1MB
+my $node_master = get_new_node('master');
+$node_master->init(allows_streaming => 1, extra => ['--wal-segsize=1']);
+$node_master->append_conf('postgresql.conf', qq(
+min_wal_size = 2MB
+max_wal_size = 3MB
+));
+$node_master->start;
+$node_master->safe_psql('postgres', "SELECT pg_create_physical_replication_slot('rep1')");
+
+# The slot state should be the state "unknown" before the first connection
+my $result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "|unknown|0", 'check the state of non-reserved slot is "unknown"');
+
+
+# Take backup
+my $backup_name = 'my_backup';
+$node_master->backup($backup_name);
+
+# Create a standby linking to it using the replication slot
+my $node_standby = get_new_node('standby_1');
+$node_standby->init_from_backup($node_master, $backup_name, has_streaming => 1, primary_slot_name => 'rep1');
+
+$node_standby->start;
+
+# Wait until standby has replayed enough data
+my $start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+# Stop standby
+$node_standby->stop;
+
+
+# Preparation done, the slot is the state "streaming" now
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|0", 'check the catching-up state');
+
+# Advance WAL by five segments (= 5MB) on master
+advance_wal($node_master, 1);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is always "safe" when fitting max_wal_size
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|0", 'check that within max_wal_size');
+
+advance_wal($node_master, 4);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is always "safe" when max_slot_wal_keep_size is not set
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|keeping|0", 'check that slot is working');
+
+# The standby can reconnect to master
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+# Set max_slot_wal_keep_size on master
+my $max_slot_wal_keep_size_mb = 4;
+$node_master->append_conf('postgresql.conf', qq(
+max_slot_wal_keep_size = ${max_slot_wal_keep_size_mb}MB
+));
+$node_master->reload;
+
+# The slot is in safe state. The remaining bytes should be as almost
+# (max_slot_wal_keep_size + 1) times large as the segment size
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|5120 kB", 'check that max_slot_wal_keep_size is working');
+
+# Advance WAL again then checkpoint, reducing remain by 2 MB.
+advance_wal($node_master, 2);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is still working
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|3072 kB", 'check that remaining byte is calculated correctly');
+
+# wal_keep_segments overrides max_slot_wal_keep_size
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 6; SELECT pg_reload_conf();");
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|5120 kB", 'check that wal_keep_segments overrides max_slot_wal_keep_size');
+
+# restore wal_keep_segments
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 0; SELECT pg_reload_conf();");
+
+# Advance WAL again without checkpoint, reducing remain by 2 MB.
+advance_wal($node_master, 2);
+
+# Slot gets into 'keeping' state
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|keeping|1024 kB", 'check that the slot state changes to "keeping"');
+
+# Advance WAL again without checkpoint; remain goes to 0.
+advance_wal($node_master, 1);
+
+# Slot gets into 'keeping' state
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|lost|0 bytes", 'check that the slot state changes to "lost"');
+
+# The standby still can connect to master before a checkpoint
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+ok(!find_in_log($node_standby,
+				"requested WAL segment [0-9A-F]+ has already been removed"),
+   'check that required WAL segments are still available');
+
+# Advance WAL again, the slot loses the oldest segment.
+my $logstart = get_log_size($node_master);
+advance_wal($node_master, 5);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# WARNING should be issued
+ok(find_in_log($node_master,
+			   "some replication slots have lost required WAL segments\n".
+			   ".*Slot rep1 lost 1 segment\\(s\\)\\.",
+			   $logstart),
+   'check that the warning is logged');
+
+# This slot should be broken
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|lost|0 bytes", 'check that the slot state changes to "lost"');
+
+# The standby no longer can connect to the master
+$logstart = get_log_size($node_standby);
+$node_standby->start;
+
+my $failed = 0;
+for (my $i = 0 ; $i < 10000 ; $i++)
+{
+	if (find_in_log($node_standby,
+					"requested WAL segment [0-9A-F]+ has already been removed",
+					$logstart))
+	{
+		$failed = 1;
+		last;
+	}
+	usleep(100_000);
+}
+ok($failed, 'check that replication has been broken');
+
+$node_standby->stop;
+
+#####################################
+# Advance WAL of $node by $n segments
+sub advance_wal
+{
+	my ($node, $n) = @_;
+
+	# Advance by $n segments (= (16 * $n) MB) on master
+	for (my $i = 0 ; $i < $n ; $i++)
+	{
+		$node->safe_psql('postgres', "CREATE TABLE t (); DROP TABLE t; SELECT pg_switch_wal();");
+	}
+}
+
+# return the size of logfile of $node in bytes
+sub get_log_size
+{
+	my ($node) = @_;
+
+	return (stat $node->logfile)[7];
+}
+
+# find $pat in logfile of $node after $off-th byte
+sub find_in_log
+{
+	my ($node, $pat, $off) = @_;
+
+	$off = 0 unless defined $off;
+	my $log = TestLib::slurp_file($node->logfile);
+	return 0 if (length($log) <= $off);
+
+	$log = substr($log, $off);
+
+	return $log =~ m/$pat/;
+}
-- 
2.16.3


----Next_Part(Tue_Jul_30_21_30_45_2019_680)--
Content-Type: Text/X-Patch; charset=us-ascii
Content-Transfer-Encoding: 7bit
Content-Disposition: inline;
 filename="v15-0005-Documentation-for-slot-limit-feature.patch"



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH 4/6] TAP test for the slot limit feature
@ 2017-12-21 08:33 Kyotaro Horiguchi <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Kyotaro Horiguchi @ 2017-12-21 08:33 UTC (permalink / raw)

---
 src/test/recovery/t/016_replslot_limit.pl | 184 ++++++++++++++++++++++++++++++
 1 file changed, 184 insertions(+)
 create mode 100644 src/test/recovery/t/016_replslot_limit.pl

diff --git a/src/test/recovery/t/016_replslot_limit.pl b/src/test/recovery/t/016_replslot_limit.pl
new file mode 100644
index 0000000000..e150ca7a54
--- /dev/null
+++ b/src/test/recovery/t/016_replslot_limit.pl
@@ -0,0 +1,184 @@
+# Test for replication slot limit
+# Ensure that max_slot_wal_keep_size limits the number of WAL files to
+# be kept by replication slots.
+
+use strict;
+use warnings;
+use File::Path qw(rmtree);
+use PostgresNode;
+use TestLib;
+use Test::More tests => 11;
+use Time::HiRes qw(usleep);
+
+$ENV{PGDATABASE} = 'postgres';
+
+# Initialize master node, setting wal-segsize to 1MB
+my $node_master = get_new_node('master');
+$node_master->init(allows_streaming => 1, extra => ['--wal-segsize=1']);
+$node_master->append_conf('postgresql.conf', qq(
+min_wal_size = 2MB
+max_wal_size = 3MB
+));
+$node_master->start;
+$node_master->safe_psql('postgres', "SELECT pg_create_physical_replication_slot('rep1')");
+
+# The slot state should be the state "unknown" before the first connection
+my $result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "|unknown|0", 'check the state of non-reserved slot is "unknown"');
+
+
+# Take backup
+my $backup_name = 'my_backup';
+$node_master->backup($backup_name);
+
+# Create a standby linking to it using the replication slot
+my $node_standby = get_new_node('standby_1');
+$node_standby->init_from_backup($node_master, $backup_name, has_streaming => 1, primary_slot_name => 'rep1');
+
+$node_standby->start;
+
+# Wait until standby has replayed enough data
+my $start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+# Stop standby
+$node_standby->stop;
+
+
+# Preparation done, the slot is the state "streaming" now
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|0", 'check the catching-up state');
+
+# Advance WAL by five segments (= 5MB) on master
+advance_wal($node_master, 5);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is always "safe" when max_slot_wal_keep_size is not set
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|0", 'check that slot is working');
+
+# The standby can connect to master
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+# Set max_slot_wal_keep_size on master
+my $max_slot_wal_keep_size_mb = 3;
+$node_master->append_conf('postgresql.conf', qq(
+max_slot_wal_keep_size = ${max_slot_wal_keep_size_mb}MB
+));
+$node_master->reload;
+
+# The slot is in safe state. The remaining bytes should be as almost
+# (max_slot_wal_keep_size + 1) times large as the segment size
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|4096 kB", 'check that max_slot_wal_keep_size is working');
+
+# Advance WAL again then checkpoint
+advance_wal($node_master, 2);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is still working.
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|2048 kB", 'check that remaining byte is calculated correctly');
+
+# wal_keep_segments overrides max_slot_wal_keep_size
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 6; SELECT pg_reload_conf();");
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|5120 kB", 'check that wal_keep_segments overrides max_slot_wal_keep_size');
+
+# restore wal_keep_segments
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 0; SELECT pg_reload_conf();");
+
+# Advance WAL again without checkpoint
+advance_wal($node_master, 2);
+
+# Slot gets to 'keeping' state
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|keeping|0 bytes", 'check that the slot state changes to "keeping"');
+
+# The standby still can connect to master
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+ok(!find_in_log($node_standby,
+				"requested WAL segment [0-9A-F]+ has already been removed"),
+   'check that required WAL segments are still available');
+
+# Advance WAL again, the slot loses some segments.
+my $logstart = get_log_size($node_master);
+advance_wal($node_master, 5);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# WARNING should be issued
+ok(find_in_log($node_master,
+			   "some replication slots have lost required WAL segments\n".
+			   ".*Slot rep1 lost 2 segment\\(s\\)\\.",
+			   $logstart),
+   'check that the warning is logged');
+
+# This slot should be broken
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|lost|0 bytes", 'check that the slot state changes to "lost"');
+
+# The standby no longer can connect to the master
+$logstart = get_log_size($node_standby);
+$node_standby->start;
+
+my $failed = 0;
+for (my $i = 0 ; $i < 10000 ; $i++)
+{
+	if (find_in_log($node_standby,
+					"requested WAL segment [0-9A-F]+ has already been removed",
+					$logstart))
+	{
+		$failed = 1;
+		last;
+	}
+	usleep(100_000);
+}
+ok($failed, 'check that replication has been broken');
+
+$node_standby->stop;
+
+#####################################
+# Advance WAL of $node by $n segments
+sub advance_wal
+{
+	my ($node, $n) = @_;
+
+	# Advance by $n segments (= (16 * $n) MB) on master
+	for (my $i = 0 ; $i < $n ; $i++)
+	{
+		$node->safe_psql('postgres', "CREATE TABLE t (); DROP TABLE t; SELECT pg_switch_wal();");
+	}
+}
+
+# return the size of logfile of $node in bytes
+sub get_log_size
+{
+	my ($node) = @_;
+
+	return (stat $node->logfile)[7];
+}
+
+# find $pat in logfile of $node after $off-th byte
+sub find_in_log
+{
+	my ($node, $pat, $off) = @_;
+
+	$off = 0 unless defined $off;
+	my $log = TestLib::slurp_file($node->logfile);
+	return 0 if (length($log) <= $off);
+
+	$log = substr($log, $off);
+
+	return $log =~ m/$pat/;
+}
-- 
2.16.3


----Next_Part(Fri_Feb_22_14_12_28_2019_076)--
Content-Type: Text/X-Patch; charset=us-ascii
Content-Transfer-Encoding: 7bit
Content-Disposition: inline;
 filename="v13-0005-Documentation-for-slot-limit-feature.patch"



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH 4/6] TAP test for the slot limit feature
@ 2017-12-21 08:33 Kyotaro Horiguchi <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Kyotaro Horiguchi @ 2017-12-21 08:33 UTC (permalink / raw)

---
 src/test/recovery/t/016_replslot_limit.pl | 184 ++++++++++++++++++++++
 1 file changed, 184 insertions(+)
 create mode 100644 src/test/recovery/t/016_replslot_limit.pl

diff --git a/src/test/recovery/t/016_replslot_limit.pl b/src/test/recovery/t/016_replslot_limit.pl
new file mode 100644
index 0000000000..e150ca7a54
--- /dev/null
+++ b/src/test/recovery/t/016_replslot_limit.pl
@@ -0,0 +1,184 @@
+# Test for replication slot limit
+# Ensure that max_slot_wal_keep_size limits the number of WAL files to
+# be kept by replication slots.
+
+use strict;
+use warnings;
+use File::Path qw(rmtree);
+use PostgresNode;
+use TestLib;
+use Test::More tests => 11;
+use Time::HiRes qw(usleep);
+
+$ENV{PGDATABASE} = 'postgres';
+
+# Initialize master node, setting wal-segsize to 1MB
+my $node_master = get_new_node('master');
+$node_master->init(allows_streaming => 1, extra => ['--wal-segsize=1']);
+$node_master->append_conf('postgresql.conf', qq(
+min_wal_size = 2MB
+max_wal_size = 3MB
+));
+$node_master->start;
+$node_master->safe_psql('postgres', "SELECT pg_create_physical_replication_slot('rep1')");
+
+# The slot state should be the state "unknown" before the first connection
+my $result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "|unknown|0", 'check the state of non-reserved slot is "unknown"');
+
+
+# Take backup
+my $backup_name = 'my_backup';
+$node_master->backup($backup_name);
+
+# Create a standby linking to it using the replication slot
+my $node_standby = get_new_node('standby_1');
+$node_standby->init_from_backup($node_master, $backup_name, has_streaming => 1, primary_slot_name => 'rep1');
+
+$node_standby->start;
+
+# Wait until standby has replayed enough data
+my $start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+# Stop standby
+$node_standby->stop;
+
+
+# Preparation done, the slot is the state "streaming" now
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|0", 'check the catching-up state');
+
+# Advance WAL by five segments (= 5MB) on master
+advance_wal($node_master, 5);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is always "safe" when max_slot_wal_keep_size is not set
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|0", 'check that slot is working');
+
+# The standby can connect to master
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+# Set max_slot_wal_keep_size on master
+my $max_slot_wal_keep_size_mb = 3;
+$node_master->append_conf('postgresql.conf', qq(
+max_slot_wal_keep_size = ${max_slot_wal_keep_size_mb}MB
+));
+$node_master->reload;
+
+# The slot is in safe state. The remaining bytes should be as almost
+# (max_slot_wal_keep_size + 1) times large as the segment size
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|4096 kB", 'check that max_slot_wal_keep_size is working');
+
+# Advance WAL again then checkpoint
+advance_wal($node_master, 2);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is still working.
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|2048 kB", 'check that remaining byte is calculated correctly');
+
+# wal_keep_segments overrides max_slot_wal_keep_size
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 6; SELECT pg_reload_conf();");
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|5120 kB", 'check that wal_keep_segments overrides max_slot_wal_keep_size');
+
+# restore wal_keep_segments
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 0; SELECT pg_reload_conf();");
+
+# Advance WAL again without checkpoint
+advance_wal($node_master, 2);
+
+# Slot gets to 'keeping' state
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|keeping|0 bytes", 'check that the slot state changes to "keeping"');
+
+# The standby still can connect to master
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+ok(!find_in_log($node_standby,
+				"requested WAL segment [0-9A-F]+ has already been removed"),
+   'check that required WAL segments are still available');
+
+# Advance WAL again, the slot loses some segments.
+my $logstart = get_log_size($node_master);
+advance_wal($node_master, 5);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# WARNING should be issued
+ok(find_in_log($node_master,
+			   "some replication slots have lost required WAL segments\n".
+			   ".*Slot rep1 lost 2 segment\\(s\\)\\.",
+			   $logstart),
+   'check that the warning is logged');
+
+# This slot should be broken
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|lost|0 bytes", 'check that the slot state changes to "lost"');
+
+# The standby no longer can connect to the master
+$logstart = get_log_size($node_standby);
+$node_standby->start;
+
+my $failed = 0;
+for (my $i = 0 ; $i < 10000 ; $i++)
+{
+	if (find_in_log($node_standby,
+					"requested WAL segment [0-9A-F]+ has already been removed",
+					$logstart))
+	{
+		$failed = 1;
+		last;
+	}
+	usleep(100_000);
+}
+ok($failed, 'check that replication has been broken');
+
+$node_standby->stop;
+
+#####################################
+# Advance WAL of $node by $n segments
+sub advance_wal
+{
+	my ($node, $n) = @_;
+
+	# Advance by $n segments (= (16 * $n) MB) on master
+	for (my $i = 0 ; $i < $n ; $i++)
+	{
+		$node->safe_psql('postgres', "CREATE TABLE t (); DROP TABLE t; SELECT pg_switch_wal();");
+	}
+}
+
+# return the size of logfile of $node in bytes
+sub get_log_size
+{
+	my ($node) = @_;
+
+	return (stat $node->logfile)[7];
+}
+
+# find $pat in logfile of $node after $off-th byte
+sub find_in_log
+{
+	my ($node, $pat, $off) = @_;
+
+	$off = 0 unless defined $off;
+	my $log = TestLib::slurp_file($node->logfile);
+	return 0 if (length($log) <= $off);
+
+	$log = substr($log, $off);
+
+	return $log =~ m/$pat/;
+}
-- 
2.20.1


--MP_/68vU=6Ib.yoYOTdA.M=EVne
Content-Type: text/x-patch
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename=v14-0005-Documentation-for-slot-limit-feature.patch



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH 4/6] TAP test for the slot limit feature
@ 2017-12-21 08:33 Kyotaro Horiguchi <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Kyotaro Horiguchi @ 2017-12-21 08:33 UTC (permalink / raw)

---
 src/test/recovery/t/018_replslot_limit.pl | 202 ++++++++++++++++++++++++++++++
 1 file changed, 202 insertions(+)
 create mode 100644 src/test/recovery/t/018_replslot_limit.pl

diff --git a/src/test/recovery/t/018_replslot_limit.pl b/src/test/recovery/t/018_replslot_limit.pl
new file mode 100644
index 0000000000..4b41a68faa
--- /dev/null
+++ b/src/test/recovery/t/018_replslot_limit.pl
@@ -0,0 +1,202 @@
+# Test for replication slot limit
+# Ensure that max_slot_wal_keep_size limits the number of WAL files to
+# be kept by replication slots.
+
+use strict;
+use warnings;
+use File::Path qw(rmtree);
+use PostgresNode;
+use TestLib;
+use Test::More tests => 13;
+use Time::HiRes qw(usleep);
+
+$ENV{PGDATABASE} = 'postgres';
+
+# Initialize master node, setting wal-segsize to 1MB
+my $node_master = get_new_node('master');
+$node_master->init(allows_streaming => 1, extra => ['--wal-segsize=1']);
+$node_master->append_conf('postgresql.conf', qq(
+min_wal_size = 2MB
+max_wal_size = 3MB
+log_checkpoints = yes
+));
+$node_master->start;
+$node_master->safe_psql('postgres', "SELECT pg_create_physical_replication_slot('rep1')");
+
+# The slot state and remain should be null before the first connection
+my $result = $node_master->safe_psql('postgres', "SELECT restart_lsn is NULL, wal_status is NULL, remain is NULL FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "t|t|t", 'check the state of non-reserved slot is "unknown"');
+
+
+# Take backup
+my $backup_name = 'my_backup';
+$node_master->backup($backup_name);
+
+# Create a standby linking to it using the replication slot
+my $node_standby = get_new_node('standby_1');
+$node_standby->init_from_backup($node_master, $backup_name, has_streaming => 1, primary_slot_name => 'rep1');
+
+$node_standby->start;
+
+# Wait until standby has replayed enough data
+my $start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+# Stop standby
+$node_standby->stop;
+
+
+# Preparation done, the slot is the state "streaming" now
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain is NULL FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|t", 'check the catching-up state');
+
+# Advance WAL by five segments (= 5MB) on master
+advance_wal($node_master, 1);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is always "safe" when fitting max_wal_size
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain is NULL FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|t", 'check that restart_lsn is in max_wal_size');
+
+advance_wal($node_master, 4);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is always "safe" when max_slot_wal_keep_size is not set
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain is NULL FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|t", 'check that slot is working');
+
+# The standby can reconnect to master
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+# Set max_slot_wal_keep_size on master
+my $max_slot_wal_keep_size_mb = 4;
+$node_master->append_conf('postgresql.conf', qq(
+max_slot_wal_keep_size = ${max_slot_wal_keep_size_mb}MB
+));
+$node_master->reload;
+
+# The slot is in safe state. The remaining bytes should be as almost
+# (max_slot_wal_keep_size + 1) times large as the segment size
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|5120 kB", 'check that max_slot_wal_keep_size is working');
+
+# Advance WAL again then checkpoint, reducing remain by 2 MB.
+advance_wal($node_master, 2);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# The slot is still working
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|3072 kB", 'check that remaining byte is calculated correctly');
+
+# wal_keep_segments overrides max_slot_wal_keep_size
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 6; SELECT pg_reload_conf();");
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|streaming|5120 kB", 'check that wal_keep_segments overrides max_slot_wal_keep_size');
+
+# restore wal_keep_segments
+$result = $node_master->safe_psql('postgres', "ALTER SYSTEM SET wal_keep_segments to 0; SELECT pg_reload_conf();");
+
+# Advance WAL again without checkpoint, reducing remain by 2 MB.
+advance_wal($node_master, 2);
+
+# Slot gets into 'keeping' state
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, pg_size_pretty(remain) as remain FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|keeping|1024 kB", 'check that the slot state changes to "keeping"');
+
+# do checkpoint so that the next checkpoint runs too early
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# Advance WAL again without checkpoint; remain goes to 0.
+advance_wal($node_master, 1);
+
+# Slot gets into 'lost' state
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain is NULL FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|lost|t", 'check that the slot state changes to "lost"');
+
+# The standby still can connect to master before a checkpoint
+$node_standby->start;
+
+$start_lsn = $node_master->lsn('write');
+$node_master->wait_for_catchup($node_standby, 'replay', $start_lsn);
+
+$node_standby->stop;
+
+ok(!find_in_log($node_standby,
+				"requested WAL segment [0-9A-F]+ has already been removed"),
+   'check that required WAL segments are still available');
+
+# Advance WAL again, the slot loses the oldest segment.
+my $logstart = get_log_size($node_master);
+advance_wal($node_master, 5);
+$node_master->safe_psql('postgres', "CHECKPOINT;");
+
+# WARNING should be issued
+ok(find_in_log($node_master,
+			   "some replication slots have lost required WAL segments\n".
+			   ".*Slot rep1 lost 1 segment\\(s\\)\\.",
+			   $logstart),
+   'check that the warning is logged');
+
+# This slot should be broken
+$result = $node_master->safe_psql('postgres', "SELECT restart_lsn, wal_status, remain is NULL FROM pg_replication_slots WHERE slot_name = 'rep1'");
+is($result, "$start_lsn|lost|t", 'check that the slot state changes to "lost"');
+
+# The standby no longer can connect to the master
+$logstart = get_log_size($node_standby);
+$node_standby->start;
+
+my $failed = 0;
+for (my $i = 0 ; $i < 10000 ; $i++)
+{
+	if (find_in_log($node_standby,
+					"requested WAL segment [0-9A-F]+ has already been removed",
+					$logstart))
+	{
+		$failed = 1;
+		last;
+	}
+	usleep(100_000);
+}
+ok($failed, 'check that replication has been broken');
+
+$node_standby->stop;
+
+#####################################
+# Advance WAL of $node by $n segments
+sub advance_wal
+{
+	my ($node, $n) = @_;
+
+	# Advance by $n segments (= (16 * $n) MB) on master
+	for (my $i = 0 ; $i < $n ; $i++)
+	{
+		$node->safe_psql('postgres', "CREATE TABLE t (); DROP TABLE t; SELECT pg_switch_wal();");
+	}
+}
+
+# return the size of logfile of $node in bytes
+sub get_log_size
+{
+	my ($node) = @_;
+
+	return (stat $node->logfile)[7];
+}
+
+# find $pat in logfile of $node after $off-th byte
+sub find_in_log
+{
+	my ($node, $pat, $off) = @_;
+
+	$off = 0 unless defined $off;
+	my $log = TestLib::slurp_file($node->logfile);
+	return 0 if (length($log) <= $off);
+
+	$log = substr($log, $off);
+
+	return $log =~ m/$pat/;
+}
-- 
2.16.3


----Next_Part(Wed_Jul_31_16_56_16_2019_668)--
Content-Type: Text/X-Patch; charset=us-ascii
Content-Transfer-Encoding: 7bit
Content-Disposition: inline;
 filename="v16-0005-Documentation-for-slot-limit-feature.patch"



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH 1/1] Fix overflow check and comment in GIN posting list encoding.
@ 2019-08-22 08:06 Heikki Linnakangas <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Heikki Linnakangas @ 2019-08-22 08:06 UTC (permalink / raw)

The comment did not match what the code actually did for integers with
the 43rd bit set. You get an integer like that, if you have a posting
list with two adjacent TIDs that are more than 2^31 blocks apart.
According to the comment, we would store that in 6 bytes, with no
continuation bit on the 6th byte, but in reality, the code encodes it
using 7 bytes, with a continuation bit on the 6th byte as normal.

The decoding routine also handled these 7-byte integers correctly, except
for an overflow check that assumed that one integer needs at most 6 bytes.
Fix the overflow check, and fix the comment to match what the code
actually does.

Fitting any item pointer into max 6 bytes was an important property when
this was written, because in the old pre-9.4 format, item pointers were
stored as plain arrays, with 6 bytes for every item pointer. The maximum
of 6 bytes per integer in the new format guaranteed that we could convert
any page from the old format to the new format after upgrade, so that the
new format was never larger than the old format. But we hardly need to
worry about that anymore, and running into that problem during upgrade,
where an item pointer is expanded from 6 to 7 bytes such that the data
doesn't fit on a page anymore, is implausible in practice anyway.

Backpatch to all supported versions.

This also includes a little test module to test these large distances
between item pointers, without requiring a 16 TB table. It is not
backpatched, I'm including it more for the benefit of future development
of new posting list formats.

Discussion: XXX
---
 src/backend/access/gin/ginpostinglist.c       | 33 +++++--
 src/test/modules/Makefile                     |  1 +
 src/test/modules/test_ginpostinglist/Makefile | 21 ++++
 src/test/modules/test_ginpostinglist/README   |  2 +
 .../expected/test_ginpostinglist.out          | 19 ++++
 .../sql/test_ginpostinglist.sql               |  7 ++
 .../test_ginpostinglist--1.0.sql              |  8 ++
 .../test_ginpostinglist/test_ginpostinglist.c | 96 +++++++++++++++++++
 .../test_ginpostinglist.control               |  4 +
 9 files changed, 183 insertions(+), 8 deletions(-)
 create mode 100644 src/test/modules/test_ginpostinglist/Makefile
 create mode 100644 src/test/modules/test_ginpostinglist/README
 create mode 100644 src/test/modules/test_ginpostinglist/expected/test_ginpostinglist.out
 create mode 100644 src/test/modules/test_ginpostinglist/sql/test_ginpostinglist.sql
 create mode 100644 src/test/modules/test_ginpostinglist/test_ginpostinglist--1.0.sql
 create mode 100644 src/test/modules/test_ginpostinglist/test_ginpostinglist.c
 create mode 100644 src/test/modules/test_ginpostinglist/test_ginpostinglist.control

diff --git a/src/backend/access/gin/ginpostinglist.c b/src/backend/access/gin/ginpostinglist.c
index 48ccfafdd2..e685e0c1ff 100644
--- a/src/backend/access/gin/ginpostinglist.c
+++ b/src/backend/access/gin/ginpostinglist.c
@@ -26,22 +26,29 @@
  * lowest 32 bits are the block number. That leaves 17 bits unused, i.e.
  * only 43 low bits are used.
  *
+ * 11 bits is enough for the offset number, because MaxHeapTuplesPerPage <
+ * 2^11 on all supported block sizes. We are frugal with the bits, because
+ * smaller integers use fewer bytes in the varbyte encoding, saving disk
+ * space. (If we get a new table AM in the future that wants to use the full
+ * range of possible offset numbers, we'll need to change this.)
+ *
  * These 43-bit integers are encoded using varbyte encoding. In each byte,
  * the 7 low bits contain data, while the highest bit is a continuation bit.
  * When the continuation bit is set, the next byte is part of the same
- * integer, otherwise this is the last byte of this integer.  43 bits fit
- * conveniently in at most 6 bytes when varbyte encoded (the 6th byte does
- * not need a continuation bit, because we know the max size to be 43 bits):
+ * integer, otherwise this is the last byte of this integer. 43 bits need
+ * at most 7 bytes in this encoding:
  *
  * 0XXXXXXX
  * 1XXXXXXX 0XXXXYYY
  * 1XXXXXXX 1XXXXYYY 0YYYYYYY
  * 1XXXXXXX 1XXXXYYY 1YYYYYYY 0YYYYYYY
  * 1XXXXXXX 1XXXXYYY 1YYYYYYY 1YYYYYYY 0YYYYYYY
- * 1XXXXXXX 1XXXXYYY 1YYYYYYY 1YYYYYYY 1YYYYYYY YYYYYYYY
+ * 1XXXXXXX 1XXXXYYY 1YYYYYYY 1YYYYYYY 1YYYYYYY 0YYYYYYY
+ * 1XXXXXXX 1XXXXYYY 1YYYYYYY 1YYYYYYY 1YYYYYYY 1YYYYYYY 0uuuuuuY
  *
  * X = bits used for offset number
  * Y = bits used for block number
+ * u = unused bit
  *
  * The bytes are in stored in little-endian order.
  *
@@ -73,6 +80,9 @@
  */
 #define MaxHeapTuplesPerPageBits		11
 
+/* Max. number of bytes needed to encode the largest supported integer. */
+#define MaxBytesPerInteger				7
+
 static inline uint64
 itemptr_to_uint64(const ItemPointer iptr)
 {
@@ -126,33 +136,40 @@ decode_varbyte(unsigned char **ptr)
 	unsigned char *p = *ptr;
 	uint64		c;
 
+	/* 1st byte */
 	c = *(p++);
 	val = c & 0x7F;
 	if (c & 0x80)
 	{
+		/* 2nd byte */
 		c = *(p++);
 		val |= (c & 0x7F) << 7;
 		if (c & 0x80)
 		{
+			/* 3rd byte */
 			c = *(p++);
 			val |= (c & 0x7F) << 14;
 			if (c & 0x80)
 			{
+				/* 4th byte */
 				c = *(p++);
 				val |= (c & 0x7F) << 21;
 				if (c & 0x80)
 				{
+					/* 5th byte */
 					c = *(p++);
 					val |= (c & 0x7F) << 28;
 					if (c & 0x80)
 					{
+						/* 6th byte */
 						c = *(p++);
 						val |= (c & 0x7F) << 35;
 						if (c & 0x80)
 						{
-							/* last byte, no continuation bit */
+							/* 7th byte, should not have continuation bit */
 							c = *(p++);
 							val |= c << 42;
+							Assert(c & 0x80 == 0);
 						}
 					}
 				}
@@ -208,15 +225,15 @@ ginCompressPostingList(const ItemPointer ipd, int nipd, int maxsize,
 
 		Assert(val > prev);
 
-		if (endptr - ptr >= 6)
+		if (endptr - ptr >= MaxBytesPerInteger)
 			encode_varbyte(delta, &ptr);
 		else
 		{
 			/*
-			 * There are less than 6 bytes left. Have to check if the next
+			 * There are less than 7 bytes left. Have to check if the next
 			 * item fits in that space before writing it out.
 			 */
-			unsigned char buf[6];
+			unsigned char buf[MaxBytesPerInteger];
 			unsigned char *p = buf;
 
 			encode_varbyte(delta, &p);
diff --git a/src/test/modules/Makefile b/src/test/modules/Makefile
index 60d6d7be1b..953905d1ef 100644
--- a/src/test/modules/Makefile
+++ b/src/test/modules/Makefile
@@ -12,6 +12,7 @@ SUBDIRS = \
 		  test_bloomfilter \
 		  test_ddl_deparse \
 		  test_extensions \
+		  test_ginpostinglist \
 		  test_integerset \
 		  test_parser \
 		  test_pg_dump \
diff --git a/src/test/modules/test_ginpostinglist/Makefile b/src/test/modules/test_ginpostinglist/Makefile
new file mode 100644
index 0000000000..4d45ac999a
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/Makefile
@@ -0,0 +1,21 @@
+# src/test/modules/test_ginpostinglist/Makefile
+
+MODULE_big = test_ginpostinglist
+OBJS = test_ginpostinglist.o $(WIN32RES)
+PGFILEDESC = "test_ginpostinglist - test code for src/backend/access/gin//ginpostinglist.c"
+
+EXTENSION = test_ginpostinglist
+DATA = test_ginpostinglist--1.0.sql
+
+REGRESS = test_ginpostinglist
+
+ifdef USE_PGXS
+PG_CONFIG = pg_config
+PGXS := $(shell $(PG_CONFIG) --pgxs)
+include $(PGXS)
+else
+subdir = src/test/modules/test_ginpostinglist
+top_builddir = ../../../..
+include $(top_builddir)/src/Makefile.global
+include $(top_srcdir)/contrib/contrib-global.mk
+endif
diff --git a/src/test/modules/test_ginpostinglist/README b/src/test/modules/test_ginpostinglist/README
new file mode 100644
index 0000000000..66684dd0da
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/README
@@ -0,0 +1,2 @@
+test_ginpostinglist contains unit tests for the GIN posting list code in
+src/backend/access/gin/ginpostinglist.c.
diff --git a/src/test/modules/test_ginpostinglist/expected/test_ginpostinglist.out b/src/test/modules/test_ginpostinglist/expected/test_ginpostinglist.out
new file mode 100644
index 0000000000..4d0beaecea
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/expected/test_ginpostinglist.out
@@ -0,0 +1,19 @@
+CREATE EXTENSION test_ginpostinglist;
+--
+-- All the logic is in the test_ginpostinglist() function. It will throw
+-- a error if something fails.
+--
+SELECT test_ginpostinglist();
+NOTICE:  testing with (0, 1), (0, 2), max 14 bytes
+NOTICE:  encoded 2 item pointers to 10 bytes
+NOTICE:  testing with (0, 1), (0, 291), max 14 bytes
+NOTICE:  encoded 2 item pointers to 10 bytes
+NOTICE:  testing with (0, 1), (4294967294, 291), max 14 bytes
+NOTICE:  encoded 1 item pointers to 8 bytes
+NOTICE:  testing with (0, 1), (4294967294, 291), max 16 bytes
+NOTICE:  encoded 2 item pointers to 16 bytes
+ test_ginpostinglist 
+---------------------
+ 
+(1 row)
+
diff --git a/src/test/modules/test_ginpostinglist/sql/test_ginpostinglist.sql b/src/test/modules/test_ginpostinglist/sql/test_ginpostinglist.sql
new file mode 100644
index 0000000000..b8cab7acce
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/sql/test_ginpostinglist.sql
@@ -0,0 +1,7 @@
+CREATE EXTENSION test_ginpostinglist;
+
+--
+-- All the logic is in the test_ginpostinglist() function. It will throw
+-- a error if something fails.
+--
+SELECT test_ginpostinglist();
diff --git a/src/test/modules/test_ginpostinglist/test_ginpostinglist--1.0.sql b/src/test/modules/test_ginpostinglist/test_ginpostinglist--1.0.sql
new file mode 100644
index 0000000000..37396a4842
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/test_ginpostinglist--1.0.sql
@@ -0,0 +1,8 @@
+/* src/test/modules/test_ginpostinglist/test_ginpostinglist--1.0.sql */
+
+-- complain if script is sourced in psql, rather than via CREATE EXTENSION
+\echo Use "CREATE EXTENSION test_ginpostinglist" to load this file. \quit
+
+CREATE FUNCTION test_ginpostinglist()
+RETURNS pg_catalog.void STRICT
+AS 'MODULE_PATHNAME' LANGUAGE C;
diff --git a/src/test/modules/test_ginpostinglist/test_ginpostinglist.c b/src/test/modules/test_ginpostinglist/test_ginpostinglist.c
new file mode 100644
index 0000000000..bab073bcec
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/test_ginpostinglist.c
@@ -0,0 +1,96 @@
+/*--------------------------------------------------------------------------
+ *
+ * test_ginpostinglist.c
+ *		Test varbyte-encoding in ginpostinglist.c
+ *
+ * Copyright (c) 2019, PostgreSQL Global Development Group
+ *
+ * IDENTIFICATION
+ *		src/test/modules/test_ginpostinglist/test_ginpostinglist.c
+ *
+ * -------------------------------------------------------------------------
+ */
+#include "postgres.h"
+
+#include "fmgr.h"
+#include "access/ginblock.h"
+#include "access/gin_private.h"
+#include "access/htup_details.h"
+
+PG_MODULE_MAGIC;
+
+PG_FUNCTION_INFO_V1(test_ginpostinglist);
+
+/*
+ * Encodes a pair of TIDs, and decodes it back. The first TID is always
+ * (0, 1), the second one is formed from the blk/off arguments. The 'maxsize'
+ * argument is passed to ginCompressPostingList(); it can be used to test the
+ * overflow checks.
+ *
+ * The reason that we test a pair, instead of just a single TID, is that
+ * the GinPostingList stores the first TID as is, and the varbyte-encoding
+ * is only used for the deltas between TIDs. So testing a single TID would
+ * not exercise the varbyte encoding at all.
+ *
+ * This function prints NOTICEs to describe what is tested, and how large the
+ * resulting GinPostingList is. Any incorrect results, e.g. if the encode +
+ * decode round trip doesn't return the original input, are reported as
+ * ERRORs.
+ */
+static void
+test_itemptr_pair(BlockNumber blk, OffsetNumber off, int maxsize)
+{
+	ItemPointerData orig_itemptrs[2];
+	ItemPointer decoded_itemptrs;
+	GinPostingList *pl;
+	int			nwritten;
+	int			ndecoded;
+
+	elog(NOTICE, "testing with (%u, %d), (%u, %d), max %d bytes",
+		 0, 1, blk, off, maxsize);
+	ItemPointerSet(&orig_itemptrs[0], 0, 1);
+	ItemPointerSet(&orig_itemptrs[1], blk, off);
+
+	/* Encode, and decode it back */
+	pl = ginCompressPostingList(orig_itemptrs, 2, maxsize, &nwritten);
+	elog(NOTICE, "encoded %d item pointers to %zu bytes",
+		 nwritten, SizeOfGinPostingList(pl));
+
+	if (SizeOfGinPostingList(pl) > maxsize)
+		elog(ERROR, "overflow: result was %zu bytes, max %d",
+			 SizeOfGinPostingList(pl), maxsize);
+
+	decoded_itemptrs = ginPostingListDecode(pl, &ndecoded);
+	if (nwritten != ndecoded)
+		elog(NOTICE, "encoded %d itemptrs, %d came back", nwritten, ndecoded);
+
+	/* Check the result */
+	if (!ItemPointerEquals(&orig_itemptrs[0], &decoded_itemptrs[0]))
+		elog(ERROR, "mismatch on first itemptr: (%u, %d) vs (%u, %d)",
+			 0, 1,
+			 ItemPointerGetBlockNumber(&decoded_itemptrs[0]),
+			 ItemPointerGetOffsetNumber(&decoded_itemptrs[0]));
+
+	if (ndecoded == 2 &&
+		!ItemPointerEquals(&orig_itemptrs[0], &decoded_itemptrs[0]))
+	{
+		elog(ERROR, "mismatch on second itemptr: (%u, %d) vs (%u, %d)",
+			 0, 1,
+			 ItemPointerGetBlockNumber(&decoded_itemptrs[0]),
+			 ItemPointerGetOffsetNumber(&decoded_itemptrs[0]));
+	}
+}
+
+/*
+ * SQL-callable entry point to perform all tests.
+ */
+Datum
+test_ginpostinglist(PG_FUNCTION_ARGS)
+{
+	test_itemptr_pair(0, 2, 14);
+	test_itemptr_pair(0, MaxHeapTuplesPerPage, 14);
+	test_itemptr_pair(MaxBlockNumber, MaxHeapTuplesPerPage, 14);
+	test_itemptr_pair(MaxBlockNumber, MaxHeapTuplesPerPage, 16);
+
+	PG_RETURN_VOID();
+}
diff --git a/src/test/modules/test_ginpostinglist/test_ginpostinglist.control b/src/test/modules/test_ginpostinglist/test_ginpostinglist.control
new file mode 100644
index 0000000000..e4f5a7cead
--- /dev/null
+++ b/src/test/modules/test_ginpostinglist/test_ginpostinglist.control
@@ -0,0 +1,4 @@
+comment = 'Test code for ginpostinglist.c'
+default_version = '1.0'
+module_pathname = '$libdir/test_ginpostinglist'
+relocatable = true
-- 
2.20.1


--------------5480679FC0D94615B6DB6C64--





^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index bac94a338c..f6c7e7163d 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1575,6 +1575,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1587,7 +1588,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1707,6 +1727,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3552,6 +3576,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 779fdc90cb..9cc79b722f 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1244,6 +1244,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3217,7 +3218,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3535,13 +3536,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_16_05_30_+0900_b1OvQD_3A3ZMTGvj
Content-Type: text/x-diff;
 name="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v23 06/15] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index ba658f731b..0518c88b5f 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1657,6 +1657,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1669,7 +1670,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 150000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1853,6 +1873,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 150000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3630,6 +3654,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index d6bf725971..9fb97596dc 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1055,6 +1055,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -2698,7 +2699,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -2997,13 +2998,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Mon__2_Aug_2021_15_28_34_+0900_wlHCjIpnD/FrGAKu
Content-Type: text/x-diff;
 name="v23-0007-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v23-0007-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v27 5/9] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 583817b0cc..8cdcb3f048 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1492,6 +1492,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1504,7 +1505,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 150000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1624,6 +1644,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 150000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3424,6 +3448,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 588c0841fe..87b5d3e107 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1221,6 +1221,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3074,7 +3075,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3390,13 +3391,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Fri__22_Apr_2022_14_58_01_+0900_MN3L/o2YUVF2g4zw
Content-Type: text/x-diff;
 name="v27-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v27-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v24 06/15] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 006661412e..edcc0d8c10 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1656,6 +1656,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1668,7 +1669,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 150000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1852,6 +1872,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 150000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3652,6 +3676,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 8e01f54500..4533fd75d9 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1059,6 +1059,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -2783,7 +2784,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3082,13 +3083,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Fri__29_Oct_2021_18_16_28_+0900_jlYRKjywLqhZ7oyk
Content-Type: text/x-diff;
 name="v24-0007-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v24-0007-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index bac94a338c..f6c7e7163d 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1575,6 +1575,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1587,7 +1588,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1707,6 +1727,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3552,6 +3576,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 779fdc90cb..9cc79b722f 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1244,6 +1244,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3217,7 +3218,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3535,13 +3536,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_11_52_52_+0900_hj6L5h176QaSGtg7
Content-Type: text/x-diff;
 name="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v25 06/15] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 346cd92793..601eca408b 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1480,6 +1480,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1492,7 +1493,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 150000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1612,6 +1632,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 150000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3375,6 +3399,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index d1e421bc0f..5832e37aa0 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1172,6 +1172,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -2986,7 +2987,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3302,13 +3303,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Fri__4_Feb_2022_01_48_06_+0900_N8BNZpfOR27sWrgY
Content-Type: text/x-diff;
 name="v25-0005-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v25-0005-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index b6a4eb1d56..3664371aa6 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1570,6 +1570,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1582,7 +1583,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1702,6 +1722,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3555,6 +3579,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index aa1acf8523..9977df2e28 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1245,6 +1245,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3252,7 +3253,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3597,13 +3598,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v30-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v32 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 6433497bcd..df559dce42 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1574,6 +1574,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1586,7 +1587,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1706,6 +1726,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3560,6 +3584,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index fc6865fc70..456d042f09 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1245,6 +1245,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3256,7 +3257,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3601,13 +3602,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Sun__31_Mar_2024_22_59_31_+0900_msknEviJj08_wgqO
Content-Type: text/x-diff;
 name="v32-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v32-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v27 5/9] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 583817b0cc..aacfe8b82d 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1492,6 +1492,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1504,7 +1505,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 160000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1624,6 +1644,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 160000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3424,6 +3448,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 588c0841fe..87b5d3e107 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1221,6 +1221,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3074,7 +3075,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3390,13 +3391,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Fri__22_Apr_2022_11_29_39_+0900_ZOAC7UMt5e8j1Nvx
Content-Type: text/x-diff;
 name="v27-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v27-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index bac94a338c..f6c7e7163d 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1575,6 +1575,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1587,7 +1588,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1707,6 +1727,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3552,6 +3576,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 779fdc90cb..9cc79b722f 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1244,6 +1244,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3217,7 +3218,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3535,13 +3536,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_11_52_52_+0900_hj6L5h176QaSGtg7
Content-Type: text/x-diff;
 name="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index b6a4eb1d56..3664371aa6 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1570,6 +1570,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1582,7 +1583,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1702,6 +1722,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3555,6 +3579,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index aa1acf8523..9977df2e28 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1245,6 +1245,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3252,7 +3253,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3597,13 +3598,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v30-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index bac94a338c..f6c7e7163d 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1575,6 +1575,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1587,7 +1588,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1707,6 +1727,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3552,6 +3576,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 779fdc90cb..9cc79b722f 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1244,6 +1244,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3217,7 +3218,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3535,13 +3536,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_16_05_30_+0900_b1OvQD_3A3ZMTGvj
Content-Type: text/x-diff;
 name="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v29-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v28 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 9325a46b8f..f555af7c95 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1575,6 +1575,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1587,7 +1588,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1707,6 +1727,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3508,6 +3532,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 677847e434..6ec195b2e9 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1240,6 +1240,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3187,7 +3188,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3504,13 +3505,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Thu__1_Jun_2023_23_59_09_+0900_/G5+8nG46.f1T42K
Content-Type: text/x-diff;
 name="v28-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v28-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v31 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 6433497bcd..df559dce42 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1574,6 +1574,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1586,7 +1587,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1706,6 +1726,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3560,6 +3584,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index f121216ddc..946d47fa1f 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1245,6 +1245,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3256,7 +3257,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3601,13 +3602,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Fri__29_Mar_2024_23_47_00_+0900_KGpmmDOIs1266Ib1
Content-Type: text/x-diff;
 name="v31-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v31-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 05/11] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index b6a4eb1d56..3664371aa6 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1570,6 +1570,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1582,7 +1583,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 170000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1702,6 +1722,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 170000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3555,6 +3579,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index aa1acf8523..9977df2e28 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1245,6 +1245,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3252,7 +3253,7 @@ psql_completion(const char *text, int start, int end)
 		if (HeadMatches("CREATE", "SCHEMA"))
 			COMPLETE_WITH("TABLE", "SEQUENCE");
 		else
-			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW");
+			COMPLETE_WITH("TABLE", "SEQUENCE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	}
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
@@ -3597,13 +3598,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v30-0006-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v24 06/15] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 90ff649be7..48efc436cc 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1657,6 +1657,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1669,7 +1670,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 150000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1853,6 +1873,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 150000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3630,6 +3654,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 5cd5838668..ea12bbdec2 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1059,6 +1059,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -2757,7 +2758,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3056,13 +3057,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Thu__23_Sep_2021_04_57_30_+0900_b5pmgR1N8oMaMz.U
Content-Type: text/x-diff;
 name="v24-0007-Add-Incremental-View-Maintenance-support.patch"
Content-Disposition: attachment;
 filename="v24-0007-Add-Incremental-View-Maintenance-support.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v26 06/10] Add Incremental View Maintenance support to psql
@ 2019-12-20 01:21 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2019-12-20 01:21 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c     | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.c | 14 +++++++++-----
 2 files changed, 40 insertions(+), 6 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index 9229eacb6d..b880f5fe77 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1480,6 +1480,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1492,7 +1493,26 @@ describeOneTableDetails(const char *schemaname,
 	initPQExpBuffer(&tmpbuf);
 
 	/* Get general table info */
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 150000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		printfPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1612,6 +1632,10 @@ describeOneTableDetails(const char *schemaname,
 			(char *) NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 150000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3397,6 +3421,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 17172827a9..6ee7c356d4 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -1181,6 +1181,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -3021,7 +3022,7 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SEQUENCE", "TABLE", "VIEW");
 	/* Complete "CREATE UNLOGGED" with TABLE or MATVIEW */
 	else if (TailMatches("CREATE", "UNLOGGED"))
-		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW");
+		COMPLETE_WITH("TABLE", "MATERIALIZED VIEW", "INCREMENTAL MATERIALIZED VIEW");
 	/* Complete PARTITION BY with RANGE ( or LIST ( or ... */
 	else if (TailMatches("PARTITION", "BY"))
 		COMPLETE_WITH("RANGE (", "LIST (", "HASH (");
@@ -3337,13 +3338,16 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
+	/* Complete CREATE MATERIALIZED VIEW <name> with AS  */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
 		COMPLETE_WITH("AS");
 	/* Complete "CREATE MATERIALIZED VIEW <sth> AS with "SELECT" */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.17.1


--Multipart=_Mon__14_Mar_2022_19_12_17_+0900_E9HVp8j5QFkIIek.
Content-Type: text/x-diff;
 name="v26-0005-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v26-0005-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v24 05/15] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 42 ++++++++++++++++++++++++--------
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 ++++++++++++
 3 files changed, 48 insertions(+), 10 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index a485fb2d07..4e3836af7c 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6267,6 +6267,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_ispartition;
 	int			i_partbound;
 	int			i_amname;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6298,6 +6299,7 @@ getTables(Archive *fout, int *numTables)
 		char	   *ispartition = "false";
 		char	   *partbound = "NULL";
 		char	   *relhasoids = "c.relhasoids";
+		char	   *isivm = "false";
 
 		PQExpBuffer acl_subquery = createPQExpBuffer();
 		PQExpBuffer racl_subquery = createPQExpBuffer();
@@ -6325,6 +6327,10 @@ getTables(Archive *fout, int *numTables)
 		if (fout->remoteVersion >= 120000)
 			relhasoids = "'f'::bool";
 
+		/* The information about incremental view maintenance */
+		if (fout->remoteVersion >= 150000)
+			isivm = "c.relisivm";
+
 		/*
 		 * Left join to pick up dependency info linking sequences to their
 		 * owning column, if any (note this dependency is AUTO as of 8.2)
@@ -6383,7 +6389,8 @@ getTables(Archive *fout, int *numTables)
 						  "AS changed_acl, "
 						  "%s AS partkeydef, "
 						  "%s AS ispartition, "
-						  "%s AS partbound "
+						  "%s AS partbound, "
+						  "%s AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6412,6 +6419,7 @@ getTables(Archive *fout, int *numTables)
 						  partkeydef,
 						  ispartition,
 						  partbound,
+						  isivm,
 						  RELKIND_SEQUENCE,
 						  RELKIND_PARTITIONED_TABLE,
 						  RELKIND_RELATION, RELKIND_SEQUENCE,
@@ -6465,7 +6473,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6518,7 +6527,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6571,7 +6581,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6622,7 +6633,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6671,7 +6683,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6719,7 +6732,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6767,7 +6781,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6814,7 +6829,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6886,6 +6902,7 @@ getTables(Archive *fout, int *numTables)
 	i_ispartition = PQfnumber(res, "ispartition");
 	i_partbound = PQfnumber(res, "partbound");
 	i_amname = PQfnumber(res, "amname");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6999,6 +7016,9 @@ getTables(Archive *fout, int *numTables)
 		/* foreign server */
 		tblinfo[i].foreign_server = atooid(PQgetvalue(res, i, i_foreignserver));
 
+		/* Incremental view maintenance information */
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
+
 		/*
 		 * Read-lock target tables to make sure they aren't DROPPED or altered
 		 * in schema before we get around to dumping them.
@@ -16014,9 +16034,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 29af845ece..c271782817 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -300,6 +300,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index c61d95e817..fb20699c8b 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2161,6 +2161,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Thu__23_Sep_2021_04_57_30_+0900_b5pmgR1N8oMaMz.U
Content-Type: text/x-diff;
 name="v24-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v24-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 65f64c282d..013ead7655 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6354,6 +6354,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6456,10 +6457,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6568,6 +6576,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6647,6 +6656,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15737,9 +15747,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 9036b13f6a..71ea246abd 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -324,6 +324,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 0758fe5ea0..f83c317268 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2799,6 +2799,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_16_05_30_+0900_b1OvQD_3A3ZMTGvj
Content-Type: text/x-diff;
 name="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 4/8] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 14 +++++++++++++-
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 33 insertions(+), 1 deletion(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index f67daf85911..9a5f65659e3 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7196,6 +7196,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7277,6 +7278,13 @@ getTables(Archive *fout, int *numTables)
 	appendPQExpBufferStr(query,
 						 "c.relispartition AS ispartition ");
 
+	if (fout->remoteVersion >= 200000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
+
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
 	 * their owning column, if any (note this dependency is AUTO except for
@@ -7387,6 +7395,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7469,6 +7478,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17202,10 +17212,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 9258948b583..8abde57e4f3 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -3033,6 +3033,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v39-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index c56437d6057..f7420e0db41 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7323,6 +7323,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7432,10 +7433,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 200000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -7548,6 +7556,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7630,6 +7639,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17452,10 +17462,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 9258948b583..8abde57e4f3 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -3033,6 +3033,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v38-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v26 05/10] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 4dd24b8c89..42bcd5509b 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6032,6 +6032,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6134,10 +6135,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 150000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6246,6 +6254,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6323,6 +6332,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15058,9 +15068,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 772dc0cf7a..756f54360c 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -318,6 +318,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 3e55ff26f8..f2b29cc0a1 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2233,6 +2233,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Mon__14_Mar_2022_19_12_17_+0900_E9HVp8j5QFkIIek.
Content-Type: text/x-diff;
 name="v26-0004-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v26-0004-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 65f64c282d..013ead7655 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6354,6 +6354,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6456,10 +6457,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6568,6 +6576,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6647,6 +6656,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15737,9 +15747,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 9036b13f6a..3705891d25 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -323,6 +323,7 @@ typedef struct _tableInfo
 
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 0758fe5ea0..fb2f31e191 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2799,6 +2799,21 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_11_52_52_+0900_hj6L5h176QaSGtg7
Content-Type: text/x-diff;
 name="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v28 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 3af97a6039..48f61b1af8 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6352,6 +6352,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6454,10 +6455,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6566,6 +6574,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6645,6 +6654,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15517,9 +15527,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index ed6ce41ad7..119293a751 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -322,6 +322,7 @@ typedef struct _tableInfo
 
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 387c5d3afb..164c9eb110 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2732,6 +2732,21 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Thu__1_Jun_2023_23_59_09_+0900_/G5+8nG46.f1T42K
Content-Type: text/x-diff;
 name="v28-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v28-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 4/8] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 14 +++++++++++++-
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 33 insertions(+), 1 deletion(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index f67daf85911..9a5f65659e3 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7196,6 +7196,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7277,6 +7278,13 @@ getTables(Archive *fout, int *numTables)
 	appendPQExpBufferStr(query,
 						 "c.relispartition AS ispartition ");
 
+	if (fout->remoteVersion >= 200000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
+
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
 	 * their owning column, if any (note this dependency is AUTO except for
@@ -7387,6 +7395,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7469,6 +7478,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17202,10 +17212,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 9258948b583..8abde57e4f3 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -3033,6 +3033,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v39-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index d56dcc701ce..b1d37675f66 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7323,6 +7323,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7432,10 +7433,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 180000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -7548,6 +7556,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7630,6 +7639,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17452,10 +17462,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 3ee9fda50e4..7c38d3023f0 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2992,6 +2992,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v37-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 2225a12718..009958fdd4 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6648,6 +6648,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6750,10 +6751,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6862,6 +6870,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6941,6 +6950,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15977,9 +15987,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 77db42e354..7f05cbaec6 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -325,6 +325,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 00b5092713..fff9419347 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2832,6 +2832,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v30-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v32 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index b1c4c3ec7f..92a8cbf244 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6677,6 +6677,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6779,10 +6780,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6891,6 +6899,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6970,6 +6979,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -16023,9 +16033,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 9bc93520b4..4e240f8832 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -325,6 +325,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index f0410ce6a1..a119ec8db1 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2832,6 +2832,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Sun__31_Mar_2024_22_59_31_+0900_msknEviJj08_wgqO
Content-Type: text/x-diff;
 name="v32-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v32-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 4/8] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 14 +++++++++++++-
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 33 insertions(+), 1 deletion(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index f67daf85911..9a5f65659e3 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7196,6 +7196,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7277,6 +7278,13 @@ getTables(Archive *fout, int *numTables)
 	appendPQExpBufferStr(query,
 						 "c.relispartition AS ispartition ");
 
+	if (fout->remoteVersion >= 200000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
+
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
 	 * their owning column, if any (note this dependency is AUTO except for
@@ -7387,6 +7395,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7469,6 +7478,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17202,10 +17212,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 9258948b583..8abde57e4f3 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -3033,6 +3033,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v39-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 65f64c282d..013ead7655 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6354,6 +6354,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6456,10 +6457,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6568,6 +6576,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6647,6 +6656,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15737,9 +15747,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 9036b13f6a..3705891d25 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -323,6 +323,7 @@ typedef struct _tableInfo
 
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 0758fe5ea0..fb2f31e191 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2799,6 +2799,21 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_11_52_52_+0900_hj6L5h176QaSGtg7
Content-Type: text/x-diff;
 name="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



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* [PATCH v30 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 2225a12718..009958fdd4 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6648,6 +6648,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6750,10 +6751,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6862,6 +6870,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6941,6 +6950,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15977,9 +15987,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 77db42e354..7f05cbaec6 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -325,6 +325,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 00b5092713..fff9419347 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2832,6 +2832,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v30-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v31 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index b1c4c3ec7f..92a8cbf244 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6677,6 +6677,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6779,10 +6780,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6891,6 +6899,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6970,6 +6979,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -16023,9 +16033,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 9bc93520b4..4e240f8832 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -325,6 +325,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index f0410ce6a1..a119ec8db1 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2832,6 +2832,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Fri__29_Mar_2024_23_47_00_+0900_KGpmmDOIs1266Ib1
Content-Type: text/x-diff;
 name="v31-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v31-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 2225a12718..009958fdd4 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6648,6 +6648,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6750,10 +6751,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6862,6 +6870,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6941,6 +6950,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15977,9 +15987,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 77db42e354..7f05cbaec6 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -325,6 +325,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 00b5092713..fff9419347 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2832,6 +2832,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v30-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v24 05/15] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 20 +++++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 33 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index d1842edde0..d44361a47b 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6393,6 +6393,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_partkeydef;
 	int			i_ispartition;
 	int			i_partbound;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6596,12 +6597,19 @@ getTables(Archive *fout, int *numTables)
 		appendPQExpBufferStr(query,
 							 "pg_get_partkeydef(c.oid) AS partkeydef, "
 							 "c.relispartition AS ispartition, "
-							 "pg_get_expr(c.relpartbound, c.oid) AS partbound ");
+							 "pg_get_expr(c.relpartbound, c.oid) AS partbound, ");
 	else
 		appendPQExpBufferStr(query,
 							 "NULL AS partkeydef, "
 							 "false AS ispartition, "
-							 "NULL AS partbound ");
+							 "NULL AS partbound, ");
+
+	if (fout->remoteVersion >= 150000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6719,6 +6727,8 @@ getTables(Archive *fout, int *numTables)
 	i_partkeydef = PQfnumber(res, "partkeydef");
 	i_ispartition = PQfnumber(res, "ispartition");
 	i_partbound = PQfnumber(res, "partbound");
+	i_isivm = PQfnumber(res, "isivm");
+
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6796,6 +6806,8 @@ getTables(Archive *fout, int *numTables)
 		tblinfo[i].partkeydef = pg_strdup(PQgetvalue(res, i, i_partkeydef));
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
 		tblinfo[i].partbound = pg_strdup(PQgetvalue(res, i, i_partbound));
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
+
 
 		/* other fields were zeroed above */
 
@@ -15868,9 +15880,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index f9af14b793..c4e226831c 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -301,6 +301,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index d293f52b05..80efbcc7bc 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2180,6 +2180,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Fri__29_Oct_2021_18_16_28_+0900_jlYRKjywLqhZ7oyk
Content-Type: text/x-diff;
 name="v24-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v24-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index c56437d6057..f7420e0db41 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7323,6 +7323,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7432,10 +7433,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 200000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -7548,6 +7556,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7630,6 +7639,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17452,10 +17462,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 9258948b583..8abde57e4f3 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -3033,6 +3033,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v38-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index d56dcc701ce..b1d37675f66 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7323,6 +7323,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7432,10 +7433,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 180000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -7548,6 +7556,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7630,6 +7639,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17452,10 +17462,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 3ee9fda50e4..7c38d3023f0 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2992,6 +2992,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v37-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v25 05/15] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index e3ddf19959..99cdca23a6 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -5979,6 +5979,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6081,10 +6082,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 150000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6193,6 +6201,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6270,6 +6279,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -14997,9 +15007,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 066a129ee5..7e80748d53 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -318,6 +318,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 39fa1952e7..5fc70c30c1 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2232,6 +2232,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Fri__4_Feb_2022_01_48_06_+0900_N8BNZpfOR27sWrgY
Content-Type: text/x-diff;
 name="v25-0004-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v25-0004-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v23 05/15] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 42 ++++++++++++++++++++++++--------
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 ++++++++++++
 3 files changed, 48 insertions(+), 10 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 90ac445bcd..17e0a2193d 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6268,6 +6268,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_ispartition;
 	int			i_partbound;
 	int			i_amname;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6299,6 +6300,7 @@ getTables(Archive *fout, int *numTables)
 		char	   *ispartition = "false";
 		char	   *partbound = "NULL";
 		char	   *relhasoids = "c.relhasoids";
+		char	   *isivm = "false";
 
 		PQExpBuffer acl_subquery = createPQExpBuffer();
 		PQExpBuffer racl_subquery = createPQExpBuffer();
@@ -6326,6 +6328,10 @@ getTables(Archive *fout, int *numTables)
 		if (fout->remoteVersion >= 120000)
 			relhasoids = "'f'::bool";
 
+		/* The information about incremental view maintenance */
+		if (fout->remoteVersion >= 150000)
+			isivm = "c.relisivm";
+
 		/*
 		 * Left join to pick up dependency info linking sequences to their
 		 * owning column, if any (note this dependency is AUTO as of 8.2)
@@ -6384,7 +6390,8 @@ getTables(Archive *fout, int *numTables)
 						  "AS changed_acl, "
 						  "%s AS partkeydef, "
 						  "%s AS ispartition, "
-						  "%s AS partbound "
+						  "%s AS partbound, "
+						  "%s AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6413,6 +6420,7 @@ getTables(Archive *fout, int *numTables)
 						  partkeydef,
 						  ispartition,
 						  partbound,
+						  isivm,
 						  RELKIND_SEQUENCE,
 						  RELKIND_PARTITIONED_TABLE,
 						  RELKIND_RELATION, RELKIND_SEQUENCE,
@@ -6466,7 +6474,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6519,7 +6528,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6572,7 +6582,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6623,7 +6634,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6672,7 +6684,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6720,7 +6733,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6768,7 +6782,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6815,7 +6830,8 @@ getTables(Archive *fout, int *numTables)
 						  "NULL AS changed_acl, "
 						  "NULL AS partkeydef, "
 						  "false AS ispartition, "
-						  "NULL AS partbound "
+						  "NULL AS partbound, "
+						  "false AS isivm "
 						  "FROM pg_class c "
 						  "LEFT JOIN pg_depend d ON "
 						  "(c.relkind = '%c' AND "
@@ -6887,6 +6903,7 @@ getTables(Archive *fout, int *numTables)
 	i_ispartition = PQfnumber(res, "ispartition");
 	i_partbound = PQfnumber(res, "partbound");
 	i_amname = PQfnumber(res, "amname");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7000,6 +7017,9 @@ getTables(Archive *fout, int *numTables)
 		/* foreign server */
 		tblinfo[i].foreign_server = atooid(PQgetvalue(res, i, i_foreignserver));
 
+		/* Incremental view maintenance information */
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
+
 		/*
 		 * Read-lock target tables to make sure they aren't DROPPED or altered
 		 * in schema before we get around to dumping them.
@@ -15990,9 +16010,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index f5e170e0db..ae8f24bb78 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -298,6 +298,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index c5d8915be8..9d1776a506 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2160,6 +2160,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Mon__2_Aug_2021_15_28_34_+0900_wlHCjIpnD/FrGAKu
Content-Type: text/x-diff;
 name="v23-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v23-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 65f64c282d..013ead7655 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6354,6 +6354,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6456,10 +6457,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 170000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6568,6 +6576,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6647,6 +6656,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15737,9 +15747,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 9036b13f6a..71ea246abd 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -324,6 +324,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 0758fe5ea0..f83c317268 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2799,6 +2799,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_16_05_30_+0900_b1OvQD_3A3ZMTGvj
Content-Type: text/x-diff;
 name="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v29-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v27 4/9] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 969e2a7a46..6340b3e2b7 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6089,6 +6089,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6191,10 +6192,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 150000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6303,6 +6311,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6380,6 +6389,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15115,9 +15125,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 1d21c2906f..0b798ad5de 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -318,6 +318,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index c65c92bfb0..3655727472 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2295,6 +2295,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Fri__22_Apr_2022_14_58_01_+0900_MN3L/o2YUVF2g4zw
Content-Type: text/x-diff;
 name="v27-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v27-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v27 4/9] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  1 +
 src/bin/pg_dump/t/002_pg_dump.pl | 15 +++++++++++++++
 3 files changed, 31 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index 969e2a7a46..3c764076d2 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -6089,6 +6089,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -6191,10 +6192,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 160000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -6303,6 +6311,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -6380,6 +6389,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -15115,9 +15125,11 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 			binary_upgrade_set_pg_class_oids(fout, q,
 											 tbinfo->dobj.catId.oid, false);
 
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 1d21c2906f..0b798ad5de 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -318,6 +318,7 @@ typedef struct _tableInfo
 	bool		dummy_view;		/* view's real definition must be postponed */
 	bool		postponed_def;	/* matview must be postponed into post-data */
 	bool		ispartition;	/* is table a partition? */
+	bool		isivm;			/* is incrementally maintainable materialized view? */
 
 	/*
 	 * These fields are computed only if we decide the table is interesting
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index c65c92bfb0..3655727472 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2295,6 +2295,21 @@ my %tests = (
 		  { exclude_dump_test_schema => 1, no_toast_compression => 1, },
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT test_table.col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => { exclude_dump_test_schema => 1, },
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql   => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.17.1


--Multipart=_Fri__22_Apr_2022_11_29_39_+0900_ZOAC7UMt5e8j1Nvx
Content-Type: text/x-diff;
 name="v27-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v27-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index c56437d6057..f7420e0db41 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7323,6 +7323,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7432,10 +7433,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 200000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -7548,6 +7556,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7630,6 +7639,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17452,10 +17462,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 9258948b583..8abde57e4f3 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -3033,6 +3033,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v38-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 04/11] Add Incremental View Maintenance support to pg_dump
@ 2020-11-11 08:01 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-11-11 08:01 UTC (permalink / raw)

Support CREATE INCREMENTAL MATERIALIZED VIEW syntax.
---
 src/bin/pg_dump/pg_dump.c        | 18 +++++++++++++++---
 src/bin/pg_dump/pg_dump.h        |  2 ++
 src/bin/pg_dump/t/002_pg_dump.pl | 18 ++++++++++++++++++
 3 files changed, 35 insertions(+), 3 deletions(-)

diff --git a/src/bin/pg_dump/pg_dump.c b/src/bin/pg_dump/pg_dump.c
index d56dcc701ce..b1d37675f66 100644
--- a/src/bin/pg_dump/pg_dump.c
+++ b/src/bin/pg_dump/pg_dump.c
@@ -7323,6 +7323,7 @@ getTables(Archive *fout, int *numTables)
 	int			i_relacl;
 	int			i_acldefault;
 	int			i_ispartition;
+	int			i_isivm;
 
 	/*
 	 * Find all the tables and table-like objects.
@@ -7432,10 +7433,17 @@ getTables(Archive *fout, int *numTables)
 
 	if (fout->remoteVersion >= 100000)
 		appendPQExpBufferStr(query,
-							 "c.relispartition AS ispartition ");
+							 "c.relispartition AS ispartition, ");
 	else
 		appendPQExpBufferStr(query,
-							 "false AS ispartition ");
+							 "false AS ispartition, ");
+
+	if (fout->remoteVersion >= 180000)
+		appendPQExpBufferStr(query,
+							 "c.relisivm AS isivm ");
+	else
+		appendPQExpBufferStr(query,
+							 "false AS isivm ");
 
 	/*
 	 * Left join to pg_depend to pick up dependency info linking sequences to
@@ -7548,6 +7556,7 @@ getTables(Archive *fout, int *numTables)
 	i_relacl = PQfnumber(res, "relacl");
 	i_acldefault = PQfnumber(res, "acldefault");
 	i_ispartition = PQfnumber(res, "ispartition");
+	i_isivm = PQfnumber(res, "isivm");
 
 	if (dopt->lockWaitTimeout)
 	{
@@ -7630,6 +7639,7 @@ getTables(Archive *fout, int *numTables)
 			tblinfo[i].amname = pg_strdup(PQgetvalue(res, i, i_amname));
 		tblinfo[i].is_identity_sequence = (strcmp(PQgetvalue(res, i, i_is_identity_sequence), "t") == 0);
 		tblinfo[i].ispartition = (strcmp(PQgetvalue(res, i, i_ispartition), "t") == 0);
+		tblinfo[i].isivm = (strcmp(PQgetvalue(res, i, i_isivm), "t") == 0);
 
 		/* other fields were zeroed above */
 
@@ -17452,10 +17462,12 @@ dumpTableSchema(Archive *fout, const TableInfo *tbinfo)
 		 * PostgreSQL 18 has disabled UNLOGGED for partitioned tables, so
 		 * ignore it when dumping if it was set in this case.
 		 */
-		appendPQExpBuffer(q, "CREATE %s%s %s",
+		appendPQExpBuffer(q, "CREATE %s%s%s %s",
 						  (tbinfo->relpersistence == RELPERSISTENCE_UNLOGGED &&
 						   tbinfo->relkind != RELKIND_PARTITIONED_TABLE) ?
 						  "UNLOGGED " : "",
+						  tbinfo->relkind == RELKIND_MATVIEW && tbinfo->isivm ?
+						  "INCREMENTAL " : "",
 						  reltypename,
 						  qualrelname);
 
diff --git a/src/bin/pg_dump/pg_dump.h b/src/bin/pg_dump/pg_dump.h
index 5a6726d8b12..4408c504323 100644
--- a/src/bin/pg_dump/pg_dump.h
+++ b/src/bin/pg_dump/pg_dump.h
@@ -347,6 +347,8 @@ typedef struct _tableInfo
 	int			numParents;		/* number of (immediate) parent tables */
 	struct _tableInfo **parents;	/* TableInfos of immediate parents */
 
+	bool		isivm;			/* is incrementally maintainable materialized view? */
+
 	/*
 	 * These fields are computed only if we decide the table is interesting
 	 * (it's either a table to dump, or a direct parent of a dumpable table).
diff --git a/src/bin/pg_dump/t/002_pg_dump.pl b/src/bin/pg_dump/t/002_pg_dump.pl
index 3ee9fda50e4..7c38d3023f0 100644
--- a/src/bin/pg_dump/t/002_pg_dump.pl
+++ b/src/bin/pg_dump/t/002_pg_dump.pl
@@ -2992,6 +2992,24 @@ my %tests = (
 		},
 	},
 
+	'CREATE MATERIALIZED VIEW matview_ivm' => {
+		create_order => 21,
+		create_sql   => 'CREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm (col1) AS
+					   SELECT col1 FROM dump_test.test_table;',
+		regexp => qr/^
+			\QCREATE INCREMENTAL MATERIALIZED VIEW dump_test.matview_ivm AS\E
+			\n\s+\QSELECT col1\E
+			\n\s+\QFROM dump_test.test_table\E
+			\n\s+\QWITH NO DATA;\E
+			/xm,
+		like =>
+		  { %full_runs, %dump_test_schema_runs, section_pre_data => 1, },
+		unlike => {
+			exclude_dump_test_schema => 1,
+			only_dump_measurement => 1,
+		},
+	},
+
 	'CREATE POLICY p1 ON test_table' => {
 		create_order => 22,
 		create_sql => 'CREATE POLICY p1 ON dump_test.test_table
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Disposition: attachment;
 filename="v37-0003-Allow-to-prolong-life-span-of-transition-tables-.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v26 07/10] Add Incremental View Maintenance support
@ 2020-12-22 09:40 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-12-22 09:40 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in an old transition table.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples. Also, DISTINCT clause is supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in __ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  746 +++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1555 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    6 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2364 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 8964ddf3eb..5d9ab6b1f9 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2777,6 +2778,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5017,6 +5019,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 9abbb6b555..1fbcede7aa 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,13 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList, bool is_create);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList, bool is_create);
 
 /*
  * create_ctas_internal
@@ -108,6 +132,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -282,6 +308,21 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +399,74 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel, true);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * Convert DISTINCT to GROUP BY and add count(*) for counting distinct
+	 * tuples in views.
+	 */
+	if (rewritten->distinctClause)
+	{
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +727,645 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_IMMV);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel, bool is_create)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	/*
+	 * We consider null values not distinct to make sure that views with DISTINCT
+	 * or GROUP BY don't contain multiple NULL rows when NULL is inserted to
+	 * a base table concurrently.
+	 */
+	index->nulls_not_distinct = true;
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (query->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(query, &constraintList, is_create);
+		if (key_attnos)
+		{
+			foreach(lc, query->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					 errdetail("This target list does not have all the primary key columns, "
+							   "or this view does not contain DISTINCT clause."),
+					 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList, bool is_create)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+		Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+
+		/* skip NEW/OLD entries */
+		if (i >= first_rtindex)
+		{
+			/* for tables, call get_primary_key_attnos */
+			if (r->rtekind == RTE_RELATION)
+			{
+				Oid constraintOid;
+				key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+				*constraintList = lappend_oid(*constraintList, constraintOid);
+				has_pkey = (key_attnos != NULL);
+			}
+			/* for other RTEs, store NULL into key_attnos_list */
+			else
+				key_attnos = NULL;
+		}
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+		i++;
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index cd30f15eba..a94b8ffd7d 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1055,6 +1056,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 05e7b60059..29cf18360e 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,47 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +79,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +130,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +140,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +220,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,9 +286,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
+	Query	   *viewQuery;
 	Oid			tableSpace;
 	Oid			relowner;
 	Oid			OIDNewHeap;
@@ -155,6 +300,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +313,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -188,32 +335,14 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	viewQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(viewQuery,NIL);
+	else
+		dataQuery = viewQuery;
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -248,12 +377,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -294,6 +417,52 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete immv triggers */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		/* use deleted trigger */
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		/*
+		 * We save some cycles by opening pg_depend just once and passing the
+		 * Relation pointer down to all the recursive deletion steps.
+		 */
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->deptype == DEPENDENCY_IMMV)
+			{
+				obj.classId = foundDep->classid;
+				obj.objectId = foundDep->objid;
+				obj.objectSubId = foundDep->refobjsubid;
+				add_exact_object_address(&obj, immv_triggers);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -313,7 +482,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -348,6 +517,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(viewQuery, matviewRel, false);
+		CreateIvmTriggersOnBaseTables(viewQuery, matviewOid, false);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -382,6 +557,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -418,7 +595,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -428,6 +605,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -942,3 +1122,1308 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, resname);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					"), dlt AS ("			/* delete a tuple if this is to be deleted */
+						"DELETE FROM %s AS mv USING t "
+						"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt"
+					")",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index dc5872f988..571f5c4cb9 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -51,6 +51,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3415,6 +3416,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index eb28657791..504ae3546e 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2464,6 +2464,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index 521a87a8ea..56431f5aee 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -2776,6 +2776,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index 801c41b978..8cc0b93213 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3259,6 +3259,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index cc6dcb7220..37dff1ec27 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1441,6 +1441,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index cb9e177b5e..dcfd1f3fc0 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1433,6 +1434,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1521,6 +1523,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2676,7 +2679,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2944,7 +2947,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2961,7 +2964,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2974,6 +2977,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3127,6 +3133,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 185bf5fbff..d8a8b66196 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index d8e8715ed1..2929a6872e 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11747,4 +11747,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 54a38491fb..c369b3ba5e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,11 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel, bool is_create);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index a067da39d2..ec479db513 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index 1617702d9d..3aa2d9f61c 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1036,6 +1036,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2195,6 +2196,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v24 07/15] Add Incremental View Maintenance support
@ 2020-12-22 09:40 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-12-22 09:40 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in an old transition table.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples. Also, DISTINCT clause is supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in __ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  713 ++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1549 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    5 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2324 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index ca6f6d57d3..b67bdc240a 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -35,6 +35,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "executor/spi.h"
@@ -2725,6 +2726,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -4969,6 +4971,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 0982851715..91888891bf 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,13 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -108,6 +132,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -238,6 +264,7 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 	List	   *rewritten;
 	PlannedStmt *plan;
 	QueryDesc  *queryDesc;
+	Query	   *query_immv = NULL;
 
 	/* Check if the relation exists or not */
 	if (CreateTableAsRelExists(stmt))
@@ -282,6 +309,22 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+		query_immv = copyObject(query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +401,75 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			/* Create an index on incremental maintainable materialized view, if possible */
+			CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+			/* Create triggers on incremental maintainable materialized view */
+			if (!into->skipData)
+			{
+				Assert(query_immv != NULL);
+				CreateIvmTriggersOnBaseTables(query_immv, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * Convert DISTINCT to GROUP BY and add count(*) for counting distinct
+	 * tuples in views.
+	 */
+	if (rewritten->distinctClause)
+	{
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +730,609 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_IMMV);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+			expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+static void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	Query *qry = (Query *) copyObject(query);
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (qry->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		foreach(lc, qry->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(qry, &constraintList);
+		if (key_attnos)
+		{
+			foreach(lc, qry->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					 errdetail("This target list does not have all the primary key columns, "
+							   "or this view does not contain DISTINCT clause."),
+					 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index c14ca27c5e..5581c21298 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1054,6 +1055,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index fbbf769a87..a27d23434d 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,47 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +79,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +130,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +140,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +220,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +286,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +299,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +312,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -188,32 +334,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(dataQuery,NIL);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -248,12 +374,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -294,6 +414,52 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete immv triggers */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		/* use deleted trigger */
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		/*
+		 * We save some cycles by opening pg_depend just once and passing the
+		 * Relation pointer down to all the recursive deletion steps.
+		 */
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->deptype == DEPENDENCY_IMMV)
+			{
+				obj.classId = foundDep->classid;
+				obj.objectId = foundDep->objid;
+				obj.objectSubId = foundDep->refobjsubid;
+				add_exact_object_address(&obj, immv_triggers);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -313,7 +479,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -348,6 +514,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid, false);
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -382,6 +551,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -418,7 +589,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -428,6 +599,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -942,3 +1116,1308 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, resname);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					"), dlt AS ("			/* delete a tuple if this is to be deleted */
+						"DELETE FROM %s AS mv USING t "
+						"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt"
+					")",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 857cc5ce6e..a5652f93ed 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -50,6 +50,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3394,6 +3395,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index 5769a10586..51bd4ffce5 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2460,6 +2460,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index 80497dc240..6df5d21b55 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -2764,6 +2764,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index f6166f7859..8133850e98 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3253,6 +3253,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index 1e55a58f69..96fa85758f 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1443,6 +1443,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index c5c3f26ecf..4a52035371 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1433,6 +1434,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1521,6 +1523,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2676,7 +2679,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2944,7 +2947,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2961,7 +2964,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2974,6 +2977,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3127,6 +3133,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 6589345ac4..02f33d404b 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index d068d6532e..4845e71898 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11689,4 +11689,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index ad5054d116..a57ce463e1 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,10 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 214b1c1df6..13a5722f17 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index 49123e28a4..526ae434af 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1035,6 +1035,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2194,6 +2195,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


--Multipart=_Fri__29_Oct_2021_18_16_28_+0900_jlYRKjywLqhZ7oyk
Content-Type: text/x-diff;
 name="v24-0008-Add-aggregates-support-in-IVM.patch"
Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v25 07/15] Add Incremental View Maintenance support
@ 2020-12-22 09:40 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-12-22 09:40 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in an old transition table.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples. Also, DISTINCT clause is supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in __ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  736 +++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1555 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    6 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2354 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index c9516e03fa..06b012b21f 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -35,6 +35,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2776,6 +2777,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5020,6 +5022,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 9abbb6b555..4b73965e56 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -108,6 +131,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -238,6 +263,7 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 	List	   *rewritten;
 	PlannedStmt *plan;
 	QueryDesc  *queryDesc;
+	Query	   *query_immv = NULL;
 
 	/* Check if the relation exists or not */
 	if (CreateTableAsRelExists(stmt))
@@ -282,6 +308,22 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+		query_immv = copyObject(query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +400,75 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				Assert(query_immv != NULL);
+				CreateIvmTriggersOnBaseTables(query_immv, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * Convert DISTINCT to GROUP BY and add count(*) for counting distinct
+	 * tuples in views.
+	 */
+	if (rewritten->distinctClause)
+	{
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +729,633 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_IMMV);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+			expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	Query *qry = (Query *) copyObject(query);
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (qry->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		foreach(lc, qry->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(qry, &constraintList);
+		if (key_attnos)
+		{
+			foreach(lc, qry->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					 errdetail("This target list does not have all the primary key columns, "
+							   "or this view does not contain DISTINCT clause."),
+					 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index 42aacc8f0a..dfa4408d1c 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1054,6 +1055,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 05e7b60059..943de5dfba 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,47 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +79,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +130,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +140,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +220,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,9 +286,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
+	Query	   *viewQuery;
 	Oid			tableSpace;
 	Oid			relowner;
 	Oid			OIDNewHeap;
@@ -155,6 +300,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +313,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -188,32 +335,14 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	viewQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(viewQuery,NIL);
+	else
+		dataQuery = viewQuery;
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -248,12 +377,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -294,6 +417,52 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete immv triggers */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		/* use deleted trigger */
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		/*
+		 * We save some cycles by opening pg_depend just once and passing the
+		 * Relation pointer down to all the recursive deletion steps.
+		 */
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->deptype == DEPENDENCY_IMMV)
+			{
+				obj.classId = foundDep->classid;
+				obj.objectId = foundDep->objid;
+				obj.objectSubId = foundDep->refobjsubid;
+				add_exact_object_address(&obj, immv_triggers);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -313,7 +482,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -348,6 +517,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(viewQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid, false);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -382,6 +557,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -418,7 +595,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -428,6 +605,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -942,3 +1122,1308 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, resname);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					"), dlt AS ("			/* delete a tuple if this is to be deleted */
+						"DELETE FROM %s AS mv USING t "
+						"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt"
+					")",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 3e83f375b5..c64539b20d 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -51,6 +51,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3415,6 +3416,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index 80268ac059..158652734f 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2464,6 +2464,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index 572560b4a2..5a320c28a0 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -2765,6 +2765,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index 8ec4059cc0..300d488824 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3258,6 +3258,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index cc6dcb7220..37dff1ec27 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1441,6 +1441,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index cb9e177b5e..dcfd1f3fc0 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1433,6 +1434,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1521,6 +1523,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2676,7 +2679,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2944,7 +2947,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2961,7 +2964,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2974,6 +2977,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3127,6 +3133,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 185bf5fbff..d8a8b66196 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 7024dbe10a..a37602d45f 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11736,4 +11736,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 54a38491fb..bcea9782d3 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,11 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index a067da39d2..ec479db513 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index 3e9bdc781f..b0e8a396cc 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1036,6 +1036,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2195,6 +2196,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


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Content-Type: text/x-diff;
 name="v25-0006-Add-Incremental-View-Maintenance-support-to-psql.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v24 07/15] Add Incremental View Maintenance support
@ 2020-12-22 09:40 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-12-22 09:40 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in an old transition table.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples. Also, DISTINCT clause is supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in __ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  713 ++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1549 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    5 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2324 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 6597ec45a9..f971727255 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -35,6 +35,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "executor/spi.h"
@@ -2715,6 +2716,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -4958,6 +4960,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 0982851715..91888891bf 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,13 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -108,6 +132,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -238,6 +264,7 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 	List	   *rewritten;
 	PlannedStmt *plan;
 	QueryDesc  *queryDesc;
+	Query	   *query_immv = NULL;
 
 	/* Check if the relation exists or not */
 	if (CreateTableAsRelExists(stmt))
@@ -282,6 +309,22 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+		query_immv = copyObject(query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +401,75 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			/* Create an index on incremental maintainable materialized view, if possible */
+			CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+			/* Create triggers on incremental maintainable materialized view */
+			if (!into->skipData)
+			{
+				Assert(query_immv != NULL);
+				CreateIvmTriggersOnBaseTables(query_immv, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * Convert DISTINCT to GROUP BY and add count(*) for counting distinct
+	 * tuples in views.
+	 */
+	if (rewritten->distinctClause)
+	{
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +730,609 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_IMMV);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+			expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+static void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	Query *qry = (Query *) copyObject(query);
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (qry->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		foreach(lc, qry->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(qry, &constraintList);
+		if (key_attnos)
+		{
+			foreach(lc, qry->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					 errdetail("This target list does not have all the primary key columns, "
+							   "or this view does not contain DISTINCT clause."),
+					 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index c14ca27c5e..5581c21298 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1054,6 +1055,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 512b00bc65..70e35e5a63 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,47 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +79,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +130,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +140,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +220,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +286,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +299,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +312,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -187,32 +333,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				(errcode(ERRCODE_SYNTAX_ERROR),
 				 errmsg("CONCURRENTLY and WITH NO DATA options cannot be used together")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(dataQuery,NIL);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -247,12 +373,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -293,6 +413,52 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete immv triggers */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		/* use deleted trigger */
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		/*
+		 * We save some cycles by opening pg_depend just once and passing the
+		 * Relation pointer down to all the recursive deletion steps.
+		 */
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->deptype == DEPENDENCY_IMMV)
+			{
+				obj.classId = foundDep->classid;
+				obj.objectId = foundDep->objid;
+				obj.objectSubId = foundDep->refobjsubid;
+				add_exact_object_address(&obj, immv_triggers);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -312,7 +478,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -347,6 +513,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid, false);
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -381,6 +550,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -417,7 +588,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -427,6 +598,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -941,3 +1115,1308 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, resname);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					"), dlt AS ("			/* delete a tuple if this is to be deleted */
+						"DELETE FROM %s AS mv USING t "
+						"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt"
+					")",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index dbee6ae199..a91a0e9ca1 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -50,6 +50,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3394,6 +3395,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index 17be377aa7..5235f2169e 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2460,6 +2460,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index ed74a5022c..c60a5f9bee 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -2744,6 +2744,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index f6166f7859..8133850e98 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3253,6 +3253,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index 1e55a58f69..96fa85758f 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1443,6 +1443,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index c5c3f26ecf..4a52035371 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1433,6 +1434,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1521,6 +1523,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2676,7 +2679,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2944,7 +2947,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2961,7 +2964,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2974,6 +2977,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3127,6 +3133,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 6589345ac4..02f33d404b 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index d068d6532e..4845e71898 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11689,4 +11689,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index ad5054d116..a57ce463e1 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,10 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 214b1c1df6..13a5722f17 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index 3138877553..e7d3b00971 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1035,6 +1035,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2193,6 +2194,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


--Multipart=_Thu__23_Sep_2021_04_57_30_+0900_b5pmgR1N8oMaMz.U
Content-Type: text/x-diff;
 name="v24-0008-Add-aggregates-support-in-IVM.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v23 07/15] Add Incremental View Maintenance support
@ 2020-12-22 09:40 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2020-12-22 09:40 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collecting
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in a old transition table.

This patch also allows self-join, simultaneous updates of more than
one base tables, and multiple updates of the same base table.

DISTINCT and tuple duplicates in views are supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in__ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  697 ++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1549 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    5 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2308 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 441445927e..d67a8bc906 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -35,6 +35,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "executor/spi.h"
@@ -2705,6 +2706,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -4948,6 +4950,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 0982851715..3fc2af1c4a 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTables_recurse(Query *qry, Node *node, Oid matviewOid, Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -108,6 +131,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -238,6 +263,7 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 	List	   *rewritten;
 	PlannedStmt *plan;
 	QueryDesc  *queryDesc;
+	Query	   *query_immv = NULL;
 
 	/* Check if the relation exists or not */
 	if (CreateTableAsRelExists(stmt))
@@ -282,6 +308,22 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+		query_immv = copyObject(query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +400,74 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			/* Create an index on incremental maintainable materialized view, if possible */
+			CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+			/* Create triggers on incremental maintainable materialized view */
+			if (!into->skipData)
+			{
+				Assert(query_immv != NULL);
+				CreateIvmTriggersOnBaseTables(query_immv, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/* Convert DISTINCT to GROUP BY.  count(*) will be added afterward. */
+	if (rewritten->distinctClause)
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+	/* Add count(*) for counting distinct tuples in views */
+	if (rewritten->distinctClause)
+	{
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +728,595 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTables_recurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTables_recurse(Query *qry, Node *node, Oid matviewOid, Relids *relids, bool ex_lock)
+{
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	if (node == NULL)
+		return;
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTables_recurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION)
+				{
+					if (!bms_is_member(rte->relid, *relids))
+					{
+						CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+						CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+						CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+						CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+						CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+						CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+						*relids = bms_add_member(*relids, rte->relid);
+					}
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTables_recurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTables_recurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTables_recurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_IMMV);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+			expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateindexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+static void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	Query *qry = (Query *) copyObject(query);
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (qry->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		index->isconstraint = true;
+		foreach(lc, qry->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(qry, &constraintList);
+		if (key_attnos)
+		{
+			foreach(lc, qry->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient, IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index c14ca27c5e..5581c21298 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1054,6 +1055,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 25bbd8a5c1..f1f46e2e14 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,47 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +79,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +130,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +140,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +220,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +286,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +299,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +312,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -187,32 +333,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				(errcode(ERRCODE_SYNTAX_ERROR),
 				 errmsg("CONCURRENTLY and WITH NO DATA options cannot be used together")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(dataQuery,NIL);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -247,12 +373,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -293,6 +413,52 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete immv triggers */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		/* use deleted trigger */
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		/*
+		 * We save some cycles by opening pg_depend just once and passing the
+		 * Relation pointer down to all the recursive deletion steps.
+		 */
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->deptype == DEPENDENCY_IMMV)
+			{
+				obj.classId = foundDep->classid;
+				obj.objectId = foundDep->objid;
+				obj.objectSubId = foundDep->refobjsubid;
+				add_exact_object_address(&obj, immv_triggers);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -311,7 +477,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -346,6 +512,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid, false);
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -380,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -416,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -426,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -933,3 +1107,1308 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, resname);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					"), dlt AS ("			/* delete a tuple if this is to be deleted */
+						"DELETE FROM %s AS mv USING t "
+						"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt"
+					")",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index a16e749506..9aad4792e5 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -50,6 +50,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3437,6 +3438,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index 29020c908e..afda022a60 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2467,6 +2467,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index 8a1762000c..32345b7f41 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -2730,6 +2730,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index 48202d2232..fd87a6153a 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3251,6 +3251,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index 77d082d8b4..cd85f6910a 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1442,6 +1442,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index 7465919044..5246c78ff8 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1433,6 +1434,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1521,6 +1523,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2676,7 +2679,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2944,7 +2947,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2961,7 +2964,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2974,6 +2977,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3127,6 +3133,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 6589345ac4..02f33d404b 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 8cd0252082..c2841ab604 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11625,4 +11625,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index ad5054d116..a57ce463e1 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,10 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 214b1c1df6..13a5722f17 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index 947660a4b0..d10ce8780b 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1023,6 +1023,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2180,6 +2181,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


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Content-Type: text/x-diff;
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Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v27 6/9] Add Incremental View Maintenance support
@ 2022-04-21 02:58 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2022-04-21 02:58 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in an old transition table.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples. Also, DISTINCT clause is supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in __ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  751 +++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1577 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    6 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2391 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 53f3e7fd1a..0377f5a88b 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2792,6 +2793,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5032,6 +5034,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 9abbb6b555..1224a3b075 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,13 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList, bool is_create);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList, bool is_create);
 
 /*
  * create_ctas_internal
@@ -108,6 +132,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -282,6 +308,21 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +399,74 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel, true);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * Convert DISTINCT to GROUP BY and add count(*) for counting distinct
+	 * tuples in views.
+	 */
+	if (rewritten->distinctClause)
+	{
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +727,650 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel, bool is_create)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	/*
+	 * We consider null values not distinct to make sure that views with DISTINCT
+	 * or GROUP BY don't contain multiple NULL rows when NULL is inserted to
+	 * a base table concurrently.
+	 */
+	index->nulls_not_distinct = true;
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (query->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(query, &constraintList, is_create);
+		if (key_attnos)
+		{
+			foreach(lc, query->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					 errdetail("This target list does not have all the primary key columns, "
+							   "or this view does not contain DISTINCT clause."),
+					 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList, bool is_create)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+		Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+
+		/* skip NEW/OLD entries */
+		if (i >= first_rtindex)
+		{
+			/* for tables, call get_primary_key_attnos */
+			if (r->rtekind == RTE_RELATION)
+			{
+				Oid constraintOid;
+				key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+				*constraintList = lappend_oid(*constraintList, constraintOid);
+				has_pkey = (key_attnos != NULL);
+			}
+			/* for other RTEs, store NULL into key_attnos_list */
+			else
+				key_attnos = NULL;
+		}
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+		i++;
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index cd30f15eba..a94b8ffd7d 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1055,6 +1056,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 9ab248d25e..cb713328a0 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,48 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +80,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +131,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +141,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +221,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,9 +287,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
+	Query	   *viewQuery;
 	Oid			tableSpace;
 	Oid			relowner;
 	Oid			OIDNewHeap;
@@ -155,6 +301,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +314,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -188,32 +336,14 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	viewQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(viewQuery,NIL);
+	else
+		dataQuery = viewQuery;
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -248,12 +378,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -294,6 +418,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -313,7 +505,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -348,6 +540,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(viewQuery, matviewRel, false);
+		CreateIvmTriggersOnBaseTables(viewQuery, matviewOid, false);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -382,6 +580,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -418,7 +618,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -428,6 +628,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -942,3 +1145,1307 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					")"
+					/* delete a tuple if this is to be deleted */
+					"DELETE FROM %s AS mv USING t "
+					"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 2cd8546d47..1c85df888e 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -52,6 +52,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3441,6 +3442,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index 0490bce664..4afc8f5826 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2949,6 +2949,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index 55f41263ee..08d7805b7c 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -3131,6 +3131,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index cfd3ce68b4..e5a9467e99 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3436,6 +3436,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index 5165fb3b93..50cc852c32 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1669,6 +1669,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index 5448cb01fa..b08c742678 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1444,6 +1445,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1532,6 +1534,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2688,7 +2691,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2956,7 +2959,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2973,7 +2976,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2986,6 +2989,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3140,6 +3146,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 185bf5fbff..d8a8b66196 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 6d378ff785..7d88a84682 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11882,4 +11882,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 54a38491fb..c369b3ba5e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,11 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel, bool is_create);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index a067da39d2..ec479db513 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index da02658c81..d1a754936b 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1042,6 +1042,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2545,6 +2546,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


--Multipart=_Fri__22_Apr_2022_14_58_01_+0900_MN3L/o2YUVF2g4zw
Content-Type: text/x-diff;
 name="v27-0007-Add-aggregates-support-in-IVM.patch"
Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v27 6/9] Add Incremental View Maintenance support
@ 2022-04-21 02:58 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2022-04-21 02:58 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance. To calculate view deltas, we need both pre-state and
post-state of base tables. Post-update states are available in AFTER
trigger, and pre-update states can be calculated by filtering inserted
tuples using cmin/xmin system columns, and append deleted tuples which
are contained in an old transition table.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples. Also, DISTINCT clause is supported. When IMMV is
created with DISTINCT, multiplicity of tuples is counted and stored
in  "__ivm_count__" column, which is a hidden column of IMMV.
The value in __ivm_count__ is updated when IMMV is maintained
incrementally. A tuple in IMMV can be removed if and only if the
count becomes zero.
---
 src/backend/access/transam/xact.c   |    5 +
 src/backend/commands/createas.c     |  751 +++++++++++++
 src/backend/commands/indexcmds.c    |   40 +
 src/backend/commands/matview.c      | 1577 ++++++++++++++++++++++++++-
 src/backend/commands/tablecmds.c    |    9 +
 src/backend/nodes/copyfuncs.c       |    1 +
 src/backend/nodes/equalfuncs.c      |    1 +
 src/backend/nodes/outfuncs.c        |    1 +
 src/backend/nodes/readfuncs.c       |    1 +
 src/backend/parser/parse_relation.c |   18 +-
 src/backend/rewrite/rewriteDefine.c |    3 +-
 src/include/catalog/pg_proc.dat     |    8 +
 src/include/commands/createas.h     |    6 +
 src/include/commands/matview.h      |    8 +
 src/include/nodes/parsenodes.h      |    2 +
 15 files changed, 2391 insertions(+), 40 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 53f3e7fd1a..0377f5a88b 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2792,6 +2793,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5032,6 +5034,9 @@ AbortSubTransaction(void)
 	AbortBufferIO();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 9abbb6b555..1224a3b075 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,24 +32,41 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/clauses.h"
+#include "optimizer/optimizer.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_type.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/rls.h"
 #include "utils/snapmgr.h"
+#include "utils/syscache.h"
 
 typedef struct
 {
@@ -73,6 +90,13 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *qry, List **constraintList, bool is_create);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList, bool is_create);
 
 /*
  * create_ctas_internal
@@ -108,6 +132,8 @@ create_ctas_internal(List *attrList, IntoClause *into)
 	create->oncommit = into->onCommit;
 	create->tablespacename = into->tableSpaceName;
 	create->if_not_exists = false;
+	/* Using Materialized view only */
+	create->ivm = into->ivm;
 	create->accessMethod = into->accessMethod;
 
 	/*
@@ -282,6 +308,21 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+
+		/* For IMMV, we need to rewrite matview query */
+		query = rewriteQueryForIMMV(query, into->colNames);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,11 +399,74 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel, true);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid, true);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
 }
 
+/*
+ * rewriteQueryForIMMV -- rewrite view definition query for IMMV
+ *
+ * count(*) is added for counting distinct tuples in views.
+ */
+Query *
+rewriteQueryForIMMV(Query *query, List *colNames)
+{
+	Query *rewritten;
+
+	TargetEntry *tle;
+	Node *node;
+	ParseState *pstate = make_parsestate(NULL);
+	FuncCall *fn;
+
+	rewritten = copyObject(query);
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * Convert DISTINCT to GROUP BY and add count(*) for counting distinct
+	 * tuples in views.
+	 */
+	if (rewritten->distinctClause)
+	{
+		rewritten->groupClause = transformDistinctClause(NULL, &rewritten->targetList, rewritten->sortClause, false);
+
+		fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+		fn->agg_star = true;
+
+		node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+		tle = makeTargetEntry((Expr *) node,
+								list_length(rewritten->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+		rewritten->targetList = lappend(rewritten->targetList, tle);
+		rewritten->hasAggs = true;
+	}
+
+	return rewritten;
+}
+
 /*
  * GetIntoRelEFlags --- compute executor flags needed for CREATE TABLE AS
  *
@@ -623,3 +727,650 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < first_rtindex)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, first_rtindex - 1);
+	if (list_length(qry->rtable) > first_rtindex ||
+		rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel, bool is_create)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	/*
+	 * We consider null values not distinct to make sure that views with DISTINCT
+	 * or GROUP BY don't contain multiple NULL rows when NULL is inserted to
+	 * a base table concurrently.
+	 */
+	index->nulls_not_distinct = true;
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNode = InvalidOid;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilenodeSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	if (query->distinctClause)
+	{
+		/* create unique constraint on all columns */
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+			IndexElem  *iparam;
+
+			iparam = makeNode(IndexElem);
+			iparam->name = pstrdup(NameStr(attr->attname));
+			iparam->expr = NULL;
+			iparam->indexcolname = NULL;
+			iparam->collation = NIL;
+			iparam->opclass = NIL;
+			iparam->opclassopts = NIL;
+			iparam->ordering = SORTBY_DEFAULT;
+			iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+			index->indexParams = lappend(index->indexParams, iparam);
+		}
+	}
+	else
+	{
+		Bitmapset *key_attnos;
+
+		/* create index on the base tables' primary key columns */
+		key_attnos = get_primary_key_attnos_from_query(query, &constraintList, is_create);
+		if (key_attnos)
+		{
+			foreach(lc, query->targetList)
+			{
+				TargetEntry *tle = (TargetEntry *) lfirst(lc);
+				Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+				if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+				{
+					IndexElem  *iparam;
+
+					iparam = makeNode(IndexElem);
+					iparam->name = pstrdup(NameStr(attr->attname));
+					iparam->expr = NULL;
+					iparam->indexcolname = NULL;
+					iparam->collation = NIL;
+					iparam->opclass = NIL;
+					iparam->opclassopts = NIL;
+					iparam->ordering = SORTBY_DEFAULT;
+					iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+					index->indexParams = lappend(index->indexParams, iparam);
+				}
+			}
+		}
+		else
+		{
+			/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+			ereport(NOTICE,
+					(errmsg("could not create an index on materialized view \"%s\" automatically",
+							RelationGetRelationName(matviewRel)),
+					 errdetail("This target list does not have all the primary key columns, "
+							   "or this view does not contain DISTINCT clause."),
+					 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+			return;
+		}
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList, bool is_create)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+	PlannerInfo root;
+
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+		Index	first_rtindex = is_create ? 1 : PRS2_NEW_VARNO + 1;
+
+		/* skip NEW/OLD entries */
+		if (i >= first_rtindex)
+		{
+			/* for tables, call get_primary_key_attnos */
+			if (r->rtekind == RTE_RELATION)
+			{
+				Oid constraintOid;
+				key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+				*constraintList = lappend_oid(*constraintList, constraintOid);
+				has_pkey = (key_attnos != NULL);
+			}
+			/* for other RTEs, store NULL into key_attnos_list */
+			else
+				key_attnos = NULL;
+		}
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+		i++;
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				bms_del_member(attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect relations appearing in the FROM clause */
+	rels_in_from = pull_varnos_of_level(&root, (Node *)query->jointree, 0);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/indexcmds.c b/src/backend/commands/indexcmds.c
index cd30f15eba..a94b8ffd7d 100644
--- a/src/backend/commands/indexcmds.c
+++ b/src/backend/commands/indexcmds.c
@@ -36,6 +36,7 @@
 #include "commands/dbcommands.h"
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
+#include "commands/matview.h"
 #include "commands/progress.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
@@ -1055,6 +1056,45 @@ DefineIndex(Oid relationId,
 	safe_index = indexInfo->ii_Expressions == NIL &&
 		indexInfo->ii_Predicate == NIL;
 
+	/*
+	 * We disallow unique indexes on IVM columns of IMMVs.
+	 */
+	if (RelationIsIVM(rel) && stmt->unique)
+	{
+		for (i = 0; i < indexInfo->ii_NumIndexKeyAttrs; i++)
+		{
+			AttrNumber	attno = indexInfo->ii_IndexAttrNumbers[i];
+			if (attno > 0)
+			{
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+		}
+
+		if (indexInfo->ii_Expressions)
+		{
+			Bitmapset  *indexattrs = NULL;
+			int			varno = -1;
+
+			pull_varattnos((Node *) indexInfo->ii_Expressions, 1, &indexattrs);
+
+			while ((varno = bms_next_member(indexattrs, varno)) >= 0)
+			{
+				int attno = varno + FirstLowInvalidHeapAttributeNumber;
+				char *name = NameStr(TupleDescAttr(rel->rd_att, attno - 1)->attname);
+				if (name && isIvmName(name))
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("unique index creation on IVM columns is not supported")));
+			}
+
+		}
+	}
+
+
 	/*
 	 * Report index creation if appropriate (delay this till after most of the
 	 * error checks)
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 9ab248d25e..cb713328a0 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,48 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_collation.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
+#include "catalog/pg_type.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
+#include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_coerce.h"
+#include "parser/parse_collate.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
+#include "parser/parse_type.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rewriteManip.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +80,50 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	TransactionId	xid;	/* Transaction id before the first table is modified*/
+	CommandId		cid;	/* Command id before the first table is modified */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+	List   *old_rtes;			/* RTEs of ENRs for old_tuplestores*/
+	List   *new_rtes;			/* RTEs of ENRs for new_tuplestores */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +131,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +141,45 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv);
+static RangeTblEntry *union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_distinct(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static void apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry);
+
+static List *get_securityQuals(Oid relId, int rt_index, Query *query);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +221,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,9 +287,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
+	Query	   *viewQuery;
 	Oid			tableSpace;
 	Oid			relowner;
 	Oid			OIDNewHeap;
@@ -155,6 +301,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -167,6 +314,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										  lockmode, 0,
 										  RangeVarCallbackOwnsTable, NULL);
 	matviewRel = table_open(matviewOid, NoLock);
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -188,32 +336,14 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	viewQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	/* For IMMV, we need to rewrite matview query */
+	if (!stmt->skipData && RelationIsIVM(matviewRel))
+		dataQuery = rewriteQueryForIMMV(viewQuery,NIL);
+	else
+		dataQuery = viewQuery;
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -248,12 +378,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -294,6 +418,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -313,7 +505,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -348,6 +540,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(viewQuery, matviewRel, false);
+		CreateIvmTriggersOnBaseTables(viewQuery, matviewOid, false);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -382,6 +580,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -418,7 +618,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -428,6 +628,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -942,3 +1145,1307 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->xid = GetCurrentTransactionId();
+		entry->cid = snapshot->curcid;
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->old_rtes = NIL;
+		table->new_rtes = NIL;
+		table->rte_indexes = NIL;
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  entry->xid, entry->cid,
+												  pstate);
+	/* Rewrite for DISTINCT clause */
+	rewritten = rewrite_query_for_distinct(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+			bool	use_count = false;
+			char   *count_colname = NULL;
+
+			count_colname = pstrdup("__ivm_count__");
+
+			if (query->distinctClause)
+				use_count = true;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query, use_count,
+							count_colname);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified. xid and cid are the transaction id and command id
+ * before the first table was modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  TransactionId xid, CommandId cid,
+								  ParseState *pstate)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				lfirst(lc) = get_prestate_rte(r, table, xid, cid, pstate->p_queryEnv);
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr */
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->old_rtes = lappend(table->old_rtes, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+			/* if base table has RLS, set security condition to enr*/
+			rte->securityQuals = get_securityQuals(table->table_id, list_length(query->rtable) + 1, query);
+
+			query->rtable = lappend(query->rtable, rte);
+			table->new_rtes = lappend(table->new_rtes, rte);
+
+			count++;
+		}
+	}
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 TransactionId xid, CommandId cid,
+				 QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *sub;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the rel already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE (age(t.xmin) - age(%u::text::xid) > 0) OR"
+		" (t.xmin = %u AND t.cmin::text::int < %u)",
+			relname, xid, xid, cid);
+
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/* If this query has setOperations, RTEs in rtables has a subquery which contains ENR */
+	if (sub->setOperations != NULL)
+	{
+		ListCell *lc;
+
+		/* add securityQuals for tuplestores */
+		foreach (lc, sub->rtable)
+		{
+			RangeTblEntry *rte;
+			RangeTblEntry *sub_rte;
+
+			rte = (RangeTblEntry *)lfirst(lc);
+			Assert(rte->subquery != NULL);
+
+			sub_rte = (RangeTblEntry *)linitial(rte->subquery->rtable);
+			if (sub_rte->rtekind == RTE_NAMEDTUPLESTORE)
+				/* rt_index is always 1, bacause subquery has enr_rte only */
+				sub_rte->securityQuals = get_securityQuals(sub_rte->relid, 1, sub);
+		}
+	}
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * union_ENRs
+ *
+ * Make a single table delta by unionning all transition tables of the modified table
+ * whose RTE is specified by
+ */
+static RangeTblEntry*
+union_ENRs(RangeTblEntry *rte, Oid relid, List *enr_rtes, const char *prefix,
+		   QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int	i;
+	RangeTblEntry *enr_rte;
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < list_length(enr_rtes); i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(prefix, relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+	rte->security_barrier = false;
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->inh = false;			/* must not be set for a subquery */
+
+	rte->requiredPerms = 0;		/* no permission check on subquery itself */
+	rte->checkAsUser = InvalidOid;
+	rte->selectedCols = NULL;
+	rte->insertedCols = NULL;
+	rte->updatedCols = NULL;
+	rte->extraUpdatedCols = NULL;
+	/* if base table has RLS, set security condition to enr*/
+	enr_rte = (RangeTblEntry *)linitial(sub->rtable);
+	/* rt_index is always 1, bacause subquery has enr_rte only */
+	enr_rte->securityQuals = get_securityQuals(relid, 1, sub);
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_distinct
+ *
+ * Rewrite query for counting DISTINCT clause.
+ */
+static Query *
+rewrite_query_for_distinct(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(list_make1(makeString("count")), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	/* Generate old delta */
+	if (list_length(table->old_rtes) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->old_rtes, "old", queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_rtes) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = union_ENRs(rte, table->table_id, table->new_rtes, "new", queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query, bool use_count, char *count_colname)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		if (use_count)
+			/* apply old delta and get rows to be recalculated */
+			apply_old_delta_with_count(matviewname, OLD_DELTA_ENRNAME,
+									   keys, count_colname);
+		else
+			apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		if (use_count)
+			apply_new_delta_with_count(matviewname, NEW_DELTA_ENRNAME,
+								keys, &target_list_buf, count_colname);
+		else
+			apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct.
+ */
+static void
+apply_old_delta_with_count(const char *matviewname, const char *deltaname_old,
+				List *keys, const char *count_colname)
+{
+	StringInfoData	querybuf;
+	char   *match_cond;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH t AS ("			/* collecting tid of target tuples in the view */
+						"SELECT diff.%s, "			/* count column */
+								"(diff.%s OPERATOR(pg_catalog.=) mv.%s) AS for_dlt, "
+								"mv.ctid "
+						"FROM %s AS mv, %s AS diff "
+						"WHERE %s"					/* tuple matching condition */
+					"), updt AS ("			/* update a tuple if this is not to be deleted */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.-) t.%s "
+						"FROM t WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND NOT for_dlt "
+					")"
+					/* delete a tuple if this is to be deleted */
+					"DELETE FROM %s AS mv USING t "
+					"WHERE mv.ctid OPERATOR(pg_catalog.=) t.ctid AND for_dlt",
+					count_colname,
+					count_colname, count_colname,
+					matviewname, deltaname_old,
+					match_cond,
+					matviewname, count_colname, count_colname, count_colname,
+					matviewname);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta_with_count
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is required, that is, the view
+ * has aggregate or distinct. Also, when a table in EXISTS sub queries
+ * is modified.
+ */
+static void
+apply_new_delta_with_count(const char *matviewname, const char* deltaname_new,
+				List *keys, StringInfo target_list, const char* count_colname)
+{
+	StringInfoData	querybuf;
+	StringInfoData	returning_keys;
+	ListCell	*lc;
+	char	*match_cond = "";
+
+	/* build WHERE condition for searching tuples to be updated */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&returning_keys);
+	if (keys)
+	{
+		foreach (lc, keys)
+		{
+			Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+			char   *resname = NameStr(attr->attname);
+			appendStringInfo(&returning_keys, "%s", quote_qualified_identifier("mv", resname));
+			if (lnext(keys, lc))
+				appendStringInfo(&returning_keys, ", ");
+		}
+	}
+	else
+		appendStringInfo(&returning_keys, "NULL");
+
+	/* Search for matching tuples from the view and update if found or insert if not. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"WITH updt AS ("		/* update a tuple if this exists in the view */
+						"UPDATE %s AS mv SET %s = mv.%s OPERATOR(pg_catalog.+) diff.%s "
+						"FROM %s AS diff "
+						"WHERE %s "					/* tuple matching condition */
+						"RETURNING %s"				/* returning keys of updated tuples */
+					") INSERT INTO %s (%s)"	/* insert a new tuple if this doesn't existw */
+						"SELECT %s FROM %s AS diff "
+						"WHERE NOT EXISTS (SELECT 1 FROM updt AS mv WHERE %s);",
+					matviewname, count_colname, count_colname, count_colname,
+					deltaname_new,
+					match_cond,
+					returning_keys.data,
+					matviewname, target_list->data,
+					target_list->data, deltaname_new,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, generate_series(1, diff.\"__ivm_count__\") "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry);
+	}
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+	}
+	list_free(entry->tables);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
+
+/*
+ * get_securityQuals
+ *
+ * Get row security policy on a relation.
+ * This is used by IVM for copying RLS from base table to enr.
+ */
+static List *
+get_securityQuals(Oid relId, int rt_index, Query *query)
+{
+	ParseState *pstate;
+	Relation rel;
+	ParseNamespaceItem *nsitem;
+	RangeTblEntry *rte;
+	List *securityQuals;
+	List *withCheckOptions;
+	bool  hasRowSecurity;
+	bool  hasSubLinks;
+
+	securityQuals = NIL;
+	pstate = make_parsestate(NULL);
+
+	rel = table_open(relId, NoLock);
+	nsitem = addRangeTableEntryForRelation(pstate, rel, AccessShareLock, NULL, false, false);
+	rte = nsitem->p_rte;
+
+	get_row_security_policies(query, rte, rt_index,
+							  &securityQuals, &withCheckOptions,
+							  &hasRowSecurity, &hasSubLinks);
+
+	/*
+	 * Make sure the query is marked correctly if row level security
+	 * applies, or if the new quals had sublinks.
+	 */
+	if (hasRowSecurity)
+		query->hasRowSecurity = true;
+	if (hasSubLinks)
+		query->hasSubLinks = true;
+
+	table_close(rel, NoLock);
+
+	return securityQuals;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 2cd8546d47..1c85df888e 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -52,6 +52,7 @@
 #include "commands/cluster.h"
 #include "commands/comment.h"
 #include "commands/defrem.h"
+#include "commands/matview.h"
 #include "commands/event_trigger.h"
 #include "commands/policy.h"
 #include "commands/sequence.h"
@@ -3441,6 +3442,14 @@ renameatt_internal(Oid myrelid,
 	targetrelation = relation_open(myrelid, AccessExclusiveLock);
 	renameatt_check(myrelid, RelationGetForm(targetrelation), recursing);
 
+	/*
+	 * Don't rename IVM columns.
+	 */
+	if (RelationIsIVM(targetrelation) && isIvmName(oldattname))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("IVM column can not be renamed")));
+
 	/*
 	 * if the 'recurse' flag is set then we are supposed to rename this
 	 * attribute in all classes that inherit from 'relname' (as well as in
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index 0490bce664..4afc8f5826 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -2949,6 +2949,7 @@ _copyRangeTblEntry(const RangeTblEntry *from)
 	COPY_SCALAR_FIELD(relkind);
 	COPY_SCALAR_FIELD(rellockmode);
 	COPY_NODE_FIELD(tablesample);
+	COPY_SCALAR_FIELD(relisivm);
 	COPY_NODE_FIELD(subquery);
 	COPY_SCALAR_FIELD(security_barrier);
 	COPY_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index 55f41263ee..08d7805b7c 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -3131,6 +3131,7 @@ _equalRangeTblEntry(const RangeTblEntry *a, const RangeTblEntry *b)
 	COMPARE_SCALAR_FIELD(relkind);
 	COMPARE_SCALAR_FIELD(rellockmode);
 	COMPARE_NODE_FIELD(tablesample);
+	COMPARE_SCALAR_FIELD(relisivm);
 	COMPARE_NODE_FIELD(subquery);
 	COMPARE_SCALAR_FIELD(security_barrier);
 	COMPARE_SCALAR_FIELD(jointype);
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index cfd3ce68b4..e5a9467e99 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -3436,6 +3436,7 @@ _outRangeTblEntry(StringInfo str, const RangeTblEntry *node)
 			WRITE_CHAR_FIELD(relkind);
 			WRITE_INT_FIELD(rellockmode);
 			WRITE_NODE_FIELD(tablesample);
+			WRITE_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			WRITE_NODE_FIELD(subquery);
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index 5165fb3b93..50cc852c32 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -1669,6 +1669,7 @@ _readRangeTblEntry(void)
 			READ_CHAR_FIELD(relkind);
 			READ_INT_FIELD(rellockmode);
 			READ_NODE_FIELD(tablesample);
+			READ_BOOL_FIELD(relisivm);
 			break;
 		case RTE_SUBQUERY:
 			READ_NODE_FIELD(subquery);
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index 5448cb01fa..b08c742678 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -36,6 +36,7 @@
 #include "utils/rel.h"
 #include "utils/syscache.h"
 #include "utils/varlena.h"
+#include "commands/matview.h"
 
 
 /*
@@ -79,7 +80,7 @@ static void expandTupleDesc(TupleDesc tupdesc, Alias *eref,
 							int count, int offset,
 							int rtindex, int sublevels_up,
 							int location, bool include_dropped,
-							List **colnames, List **colvars);
+							List **colnames, List **colvars, bool is_ivm);
 static int	specialAttNum(const char *attname);
 static bool isQueryUsingTempRelation_walker(Node *node, void *context);
 
@@ -1444,6 +1445,7 @@ addRangeTableEntry(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -1532,6 +1534,7 @@ addRangeTableEntryForRelation(ParseState *pstate,
 	rte->relid = RelationGetRelid(rel);
 	rte->relkind = rel->rd_rel->relkind;
 	rte->rellockmode = lockmode;
+	rte->relisivm = rel->rd_rel->relisivm;
 
 	/*
 	 * Build the list of effective column names using user-supplied aliases
@@ -2688,7 +2691,7 @@ expandRTE(RangeTblEntry *rte, int rtindex, int sublevels_up,
 						expandTupleDesc(tupdesc, rte->eref,
 										rtfunc->funccolcount, atts_done,
 										rtindex, sublevels_up, location,
-										include_dropped, colnames, colvars);
+										include_dropped, colnames, colvars, false);
 					}
 					else if (functypclass == TYPEFUNC_SCALAR)
 					{
@@ -2956,7 +2959,7 @@ expandRelation(Oid relid, Alias *eref, int rtindex, int sublevels_up,
 	expandTupleDesc(rel->rd_att, eref, rel->rd_att->natts, 0,
 					rtindex, sublevels_up,
 					location, include_dropped,
-					colnames, colvars);
+					colnames, colvars, RelationIsIVM(rel));
 	relation_close(rel, AccessShareLock);
 }
 
@@ -2973,7 +2976,7 @@ static void
 expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 				int rtindex, int sublevels_up,
 				int location, bool include_dropped,
-				List **colnames, List **colvars)
+				List **colnames, List **colvars, bool is_ivm)
 {
 	ListCell   *aliascell;
 	int			varattno;
@@ -2986,6 +2989,9 @@ expandTupleDesc(TupleDesc tupdesc, Alias *eref, int count, int offset,
 	{
 		Form_pg_attribute attr = TupleDescAttr(tupdesc, varattno);
 
+		if (is_ivm && isIvmName(NameStr(attr->attname)) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		if (attr->attisdropped)
 		{
 			if (include_dropped)
@@ -3140,6 +3146,10 @@ expandNSItemAttrs(ParseState *pstate, ParseNamespaceItem *nsitem,
 		Var		   *varnode = (Var *) lfirst(var);
 		TargetEntry *te;
 
+		/* if transform * into columnlist with IMMV, remove IVM columns */
+		if (rte->relisivm && isIvmName(label) && !MatViewIncrementalMaintenanceIsEnabled())
+			continue;
+
 		te = makeTargetEntry((Expr *) varnode,
 							 (AttrNumber) pstate->p_next_resno++,
 							 label,
diff --git a/src/backend/rewrite/rewriteDefine.c b/src/backend/rewrite/rewriteDefine.c
index 185bf5fbff..d8a8b66196 100644
--- a/src/backend/rewrite/rewriteDefine.c
+++ b/src/backend/rewrite/rewriteDefine.c
@@ -776,7 +776,8 @@ checkRuleResultList(List *targetList, TupleDesc resultDesc, bool isSelect,
 														attr->atttypmod))));
 	}
 
-	if (i != resultDesc->natts)
+	/* No check for materialized views since this could have special columns for IVM */
+	if ((!isSelect || requireColumnNameMatch) && i != resultDesc->natts)
 		ereport(ERROR,
 				(errcode(ERRCODE_INVALID_OBJECT_DEFINITION),
 				 isSelect ?
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 6d378ff785..7d88a84682 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -11882,4 +11882,12 @@
   prorettype => 'bytea', proargtypes => 'pg_brin_minmax_multi_summary',
   prosrc => 'brin_minmax_multi_summary_send' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 54a38491fb..c369b3ba5e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,11 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid, bool is_create);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel, bool is_create);
+
+extern Query *rewriteQueryForIMMV(Query *query, List *colNames);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index a067da39d2..ec479db513 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,9 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid oid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index da02658c81..d1a754936b 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -1042,6 +1042,7 @@ typedef struct RangeTblEntry
 	char		relkind;		/* relation kind (see pg_class.relkind) */
 	int			rellockmode;	/* lock level that query requires on the rel */
 	struct TableSampleClause *tablesample;	/* sampling info, or NULL */
+	bool		relisivm;
 
 	/*
 	 * Fields valid for a subquery RTE (else NULL):
@@ -2545,6 +2546,7 @@ typedef struct CreateStmt
 	char	   *tablespacename; /* table space to use, or NULL */
 	char	   *accessMethod;	/* table access method */
 	bool		if_not_exists;	/* just do nothing if it already exists? */
+	bool		ivm;			/* incremental view maintenance is used by materialized view */
 } CreateStmt;
 
 /* ----------
-- 
2.17.1


--Multipart=_Fri__22_Apr_2022_11_29_39_+0900_ZOAC7UMt5e8j1Nvx
Content-Type: text/x-diff;
 name="v27-0007-Add-aggregates-support-in-IVM.patch"
Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  681 ++++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2140 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 70ab6e27a1..0de7ab6abe 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2819,6 +2820,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5097,6 +5099,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 16a2fe65e6..08262100ea 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,634 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 59920ced83..a821992a37 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -953,3 +1133,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9c120fc2b7..e111f11bf5 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12174,4 +12174,14 @@
   proargtypes => 'int2',
   prosrc => 'gist_stratnum_identity' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 94678e3834..396ad1bb4c 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 817b2ba0b6..3257e1adff 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  680 +++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2139 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 8daaa535ed..cd280bdffd 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2803,6 +2804,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5080,6 +5082,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index e91920ca14..415f110516 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,633 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index ac2e74fa3f..39305f3c49 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -931,3 +1111,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9805bc6118..f6896d77b4 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12062,4 +12062,14 @@
   proname => 'any_value_transfn', prorettype => 'anyelement',
   proargtypes => 'anyelement anyelement', prosrc => 'any_value_transfn' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 3647f96f73..09a64fa2e5 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 9eaa6212a1..504b83a446 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_11_52_52_+0900_hj6L5h176QaSGtg7
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 name="v29-0007-Add-DISTINCT-support-for-IVM.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v28 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  680 +++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2139 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 8daaa535ed..cd280bdffd 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2803,6 +2804,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5080,6 +5082,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index e91920ca14..415f110516 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,633 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f9a3bdfc3a..fd9d0d99ae 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -179,6 +308,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -200,32 +330,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -260,12 +367,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -293,6 +394,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -306,7 +475,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -341,6 +510,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -375,6 +550,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -411,7 +588,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -421,6 +598,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -932,3 +1112,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 6996073989..1cca12e049 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12043,4 +12043,14 @@
   proname => 'any_value_transfn', prorettype => 'anyelement',
   proargtypes => 'anyelement anyelement', prosrc => 'any_value_transfn' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 3647f96f73..09a64fa2e5 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 9eaa6212a1..504b83a446 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  680 +++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2139 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 8daaa535ed..cd280bdffd 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2803,6 +2804,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5080,6 +5082,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index e91920ca14..415f110516 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,633 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index ac2e74fa3f..39305f3c49 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -931,3 +1111,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9805bc6118..f6896d77b4 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12062,4 +12062,14 @@
   proname => 'any_value_transfn', prorettype => 'anyelement',
   proargtypes => 'anyelement anyelement', prosrc => 'any_value_transfn' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 3647f96f73..09a64fa2e5 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 9eaa6212a1..504b83a446 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


--Multipart=_Mon__28_Aug_2023_11_52_52_+0900_hj6L5h176QaSGtg7
Content-Type: text/x-diff;
 name="v29-0007-Add-DISTINCT-support-for-IVM.patch"
Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  681 ++++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2140 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 70ab6e27a1..0de7ab6abe 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2819,6 +2820,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5097,6 +5099,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 16a2fe65e6..08262100ea 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,634 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 59920ced83..a821992a37 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -953,3 +1133,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9c120fc2b7..e111f11bf5 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12174,4 +12174,14 @@
   proargtypes => 'int2',
   prosrc => 'gist_stratnum_identity' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 94678e3834..396ad1bb4c 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 817b2ba0b6..3257e1adff 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  681 ++++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2140 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 70ab6e27a1..0de7ab6abe 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2819,6 +2820,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5097,6 +5099,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 16a2fe65e6..08262100ea 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,634 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 59920ced83..a821992a37 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -953,3 +1133,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9c120fc2b7..e111f11bf5 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12174,4 +12174,14 @@
   proargtypes => 'int2',
   prosrc => 'gist_stratnum_identity' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 94678e3834..396ad1bb4c 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 817b2ba0b6..3257e1adff 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


--Multipart=_Mon__4_Mar_2024_11_58_46_+0900_UaponF/qQhQrVCFt
Content-Type: text/x-diff;
 name="v30-0007-Add-DISTINCT-support-for-IVM.patch"
Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v30 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  681 ++++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2140 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 70ab6e27a1..0de7ab6abe 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2819,6 +2820,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5097,6 +5099,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 16a2fe65e6..08262100ea 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,634 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 59920ced83..a821992a37 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -953,3 +1133,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9c120fc2b7..e111f11bf5 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12174,4 +12174,14 @@
   proargtypes => 'int2',
   prosrc => 'gist_stratnum_identity' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 94678e3834..396ad1bb4c 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 817b2ba0b6..3257e1adff 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v32 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  682 ++++++++++++++
 src/backend/commands/matview.c    | 1468 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2143 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index df5a67e4c3..a2d5404912 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2860,6 +2861,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5198,6 +5200,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index afd3dace07..e9846c8d0f 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,15 +29,27 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -68,6 +80,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +295,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -353,6 +383,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -632,3 +683,634 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 9ec13d0984..78a5dd1df9 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,23 +23,35 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -53,6 +65,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,7 +118,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -68,6 +128,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -109,6 +200,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -135,8 +266,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -150,6 +279,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -176,6 +306,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -196,32 +328,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -256,12 +365,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -289,6 +392,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -302,7 +473,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -337,6 +508,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -371,6 +548,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -407,7 +586,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -417,6 +596,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -952,3 +1134,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 134e3b22fd..8b1a87c934 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12195,4 +12195,14 @@
   proargtypes => 'int2',
   prosrc => 'gist_stratnum_identity' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 94678e3834..396ad1bb4c 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 817b2ba0b6..3257e1adff 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v29 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  680 +++++++++++++
 src/backend/commands/matview.c    | 1466 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2139 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 8daaa535ed..cd280bdffd 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2803,6 +2804,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5080,6 +5082,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index e91920ca14..415f110516 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -32,15 +32,26 @@
 #include "access/xact.h"
 #include "access/xlog.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
 #include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "storage/smgr.h"
@@ -73,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -282,6 +299,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -358,6 +387,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -635,3 +685,633 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index ac2e74fa3f..39305f3c49 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -25,26 +25,37 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "catalog/pg_operator.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
 #include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "storage/smgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -58,6 +69,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -65,7 +122,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -73,6 +132,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -114,6 +204,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -140,8 +270,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -155,6 +283,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -178,6 +307,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	SetUserIdAndSecContext(relowner,
 						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
 	save_nestlevel = NewGUCNestLevel();
+	oldPopulated = RelationIsPopulated(matviewRel);
 
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
@@ -199,32 +329,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -259,12 +366,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -292,6 +393,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -305,7 +474,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -340,6 +509,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -374,6 +549,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -410,7 +587,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -420,6 +597,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -931,3 +1111,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 9805bc6118..f6896d77b4 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12062,4 +12062,14 @@
   proname => 'any_value_transfn', prorettype => 'anyelement',
   proargtypes => 'anyelement anyelement', prosrc => 'any_value_transfn' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 3647f96f73..09a64fa2e5 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 9eaa6212a1..504b83a446 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v31 06/11] Add Incremental View Maintenance support
@ 2023-05-31 09:59 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2023-05-31 09:59 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modiication, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c |    5 +
 src/backend/commands/createas.c   |  682 ++++++++++++++
 src/backend/commands/matview.c    | 1468 ++++++++++++++++++++++++++++-
 src/include/catalog/pg_proc.dat   |   10 +
 src/include/commands/createas.h   |    4 +
 src/include/commands/matview.h    |    9 +
 6 files changed, 2143 insertions(+), 35 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index df5a67e4c3..a2d5404912 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -36,6 +36,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2860,6 +2861,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM();
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5198,6 +5200,9 @@ AbortSubTransaction(void)
 	pgstat_progress_end_command();
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM();
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 62050f4dc5..04a5ee9e37 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,15 +29,27 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "miscadmin.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -68,6 +80,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +295,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		save_nestlevel = NewGUCNestLevel();
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -353,6 +383,27 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 
 		/* Restore userid and security context */
 		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		if (into->ivm)
+		{
+			Oid matviewOid = address.objectId;
+			Relation matviewRel = table_open(matviewOid, NoLock);
+
+			/*
+			 * Mark relisivm field, if it's a matview and into->ivm is true.
+			 */
+			SetMatViewIVMState(matviewRel, true);
+
+			if (!into->skipData)
+			{
+				/* Create an index on incremental maintainable materialized view, if possible */
+				CreateIndexOnIMMV((Query *) into->viewQuery, matviewRel);
+
+				/* Create triggers on incremental maintainable materialized view */
+				CreateIvmTriggersOnBaseTables((Query *) into->viewQuery, matviewOid);
+			}
+			table_close(matviewRel, NoLock);
+		}
 	}
 
 	return address;
@@ -630,3 +681,634 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	Relids	relids = NULL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	bms_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 Relids *relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !bms_is_member(rte->relid, *relids))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = bms_add_member(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attritubes of its base tables in the target list, the index
+ * is created on these attritubes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables's
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_pkey = true;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_pkey = (key_attnos != NULL);
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			key_attnos = NULL;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (!has_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index 6d09b75556..1061c37b2c 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,23 +23,35 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/cluster.h"
 #include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
+#include "utils/typcache.h"
 
 
 typedef struct
@@ -53,6 +65,52 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+static HTAB *mv_trigger_info = NULL;
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,7 +118,9 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
-									   const char *queryString);
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
+						 const char *queryString);
 static char *make_temptable_name_n(char *tempname, int n);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -68,6 +128,37 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+		   QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort);
 
 /*
  * SetMatViewPopulatedState
@@ -109,6 +200,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -135,8 +266,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 {
 	Oid			matviewOid;
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -150,6 +279,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	/* Determine strength of lock needed. */
 	concurrent = stmt->concurrent;
@@ -176,6 +306,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -196,32 +328,9 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 				 errmsg("%s and %s options cannot be used together",
 						"CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
 
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -256,12 +365,6 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -289,6 +392,74 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && stmt->skipData )
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -302,7 +473,7 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 
 	/* Generate the data, if wanted. */
 	if (!stmt->skipData)
-		processed = refresh_matview_datafill(dest, dataQuery, queryString);
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL, queryString);
 
 	/* Make the matview match the newly generated data. */
 	if (concurrent)
@@ -337,6 +508,12 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 			pgstat_count_heap_insert(matviewRel, processed);
 	}
 
+	if (!stmt->skipData && RelationIsIVM(matviewRel) && !oldPopulated)
+	{
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+	}
+
 	table_close(matviewRel, NoLock);
 
 	/* Roll back any GUC changes */
@@ -371,6 +548,8 @@ ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString)
 {
 	List	   *rewritten;
@@ -407,7 +586,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -417,6 +596,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -950,3 +1132,1219 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found)
+	{
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 */
+		Snapshot snapshot = GetActiveSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/*
+	 * Advance command counter to make the updated base table row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Get and push the latast snapshot to see any changes which is committed
+	 * during waiting in other transactions at READ COMMITTED level.
+	 */
+	PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false);
+
+		/* Pop the original snapshot. */
+		PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	Relation rel;
+	ParseState *pstate;
+	char *relname;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	/*
+	 * We can use NoLock here since AcquireRewriteLocks should
+	 * have locked the relation already.
+	 */
+	rel = table_open(table->table_id, NoLock);
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(rel)),
+									   RelationGetRelationName(rel));
+	table_close(rel, NoLock);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT t.* FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			relname, matviewid);
+
+	/*
+	 * Append deleted rows contained in old transition tables.
+	 */
+	for (i = 0; i < list_length(table->old_tuplestores); i++)
+	{
+		appendStringInfo(&str, " UNION ALL ");
+		appendStringInfo(&str," SELECT * FROM %s",
+			make_delta_enr_name("old", table->table_id, i));
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * replace_rte_with_delta
+ *
+ * Replace RTE of the modified table with a single table delta that combine its
+ * all transition tables.
+ */
+static RangeTblEntry*
+replace_rte_with_delta(RangeTblEntry *rte, MV_TriggerTable *table, bool is_new,
+					   QueryEnvironment *queryEnv)
+{
+	Oid relid = table->table_id;
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		num_tuplestores = list_length(is_new ? table->new_tuplestores : table->old_tuplestores);
+	int		i;
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	initStringInfo(&str);
+
+	for (i = 0; i < num_tuplestores; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" SELECT * FROM %s",
+			make_delta_enr_name(is_new ? "new" : "old", relid, i));
+	}
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		replace_rte_with_delta(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "");
+	}
+
+	/* Generate new delta */
+	if (list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		replace_rte_with_delta(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "");
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * transaction abort.
+ */
+void
+AtAbort_IVM()
+{
+	HASH_SEQ_STATUS seq;
+	MV_TriggerHashEntry *entry;
+
+	if (mv_trigger_info)
+	{
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true);
+	}
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort)
+{
+	bool found;
+	ListCell *lc;
+
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+
+	if (!is_abort)
+		UnregisterSnapshot(entry->snapshot);
+
+	hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 07023ee61d..cae088ede0 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12192,4 +12192,14 @@
   proargtypes => 'int2',
   prosrc => 'gist_stratnum_identity' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index 94678e3834..396ad1bb4c 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 817b2ba0b6..3257e1adff 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										ParamListInfo params, QueryCompletion *qc);
 
@@ -30,4 +33,10 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(void);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
-- 
2.25.1


--Multipart=_Fri__29_Mar_2024_23_47_00_+0900_KGpmmDOIs1266Ib1
Content-Type: text/x-diff;
 name="v31-0007-Add-DISTINCT-support-for-IVM.patch"
Content-Disposition: attachment;
 filename="v31-0007-Add-DISTINCT-support-for-IVM.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
@ 2023-11-14 23:07 Tom Lane <[email protected]>
  2023-11-15 10:06 ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2025-09-14 19:02 ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  0 siblings, 3 replies; 93+ messages in thread

From: Tom Lane @ 2023-11-14 23:07 UTC (permalink / raw)
  To: Peter Eisentraut <[email protected]>; +Cc: pgsql-hackers

Peter Eisentraut <[email protected]> writes:
> On 05.10.23 22:55, Tom Lane wrote:
>> I found another bit of fun we'll need to deal with: on my F38
>> platform, pgcrypto/3des fails as attached.  Some googling finds
>> this relevant info:
>> https://github.com/pyca/cryptography/issues/6875
>> That is, FIPS deprecation of 3DES is happening even as we speak.
>> So apparently we'll have little choice but to deal with two
>> different behaviors for that.

> I've been trying to get some VM set up with the right Red Hat 
> environment to be able to reproduce the issues you reported.  But 
> somehow switching the OS into FIPS mode messes up the boot environment 
> of the VM or something.  So I haven't been able to make progress on this.

Hm.  I was just using a native install on a microSD card for my
raspberry pi ...

> I suggest that if there are no other concerns, we proceed with the patch 
> set as is for now.

After thinking about it for awhile, I guess I'm okay with only
bothering to provide expected-files for FIPS failures under OpenSSL
3.x (which is how your patch is set up, I believe).  While there are
certainly still LTS platforms with 1.x, we don't have to consider FIPS
mode on them to be a supported case.

I'm more concerned about the 3DES situation.  Fedora might be a bit
ahead of the curve here, but according to the link above, everybody is
supposed to be in compliance by the end of 2023.  So I'd be inclined
to guess that the 3DES-is-rejected case is going to be mainstream
before v17 ships.

> The error message difference in the older OpenSSL version would probably 
> need a small bit of coding.  But we can leave that as a separate add-on 
> project.

It's the *newer* version's message that I'm unhappy about ;-).
But I agree that that's not a reason to hold up applying what's
here.  (In reality, people running FIPS mode are probably pretty
accustomed to seeing this error, so maybe it's not worth the
trouble to improve it.)

			regards, tom lane






^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
@ 2023-11-15 10:06 ` Daniel Gustafsson <[email protected]>
  2 siblings, 0 replies; 93+ messages in thread

From: Daniel Gustafsson @ 2023-11-15 10:06 UTC (permalink / raw)
  To: Tom Lane <[email protected]>; +Cc: Peter Eisentraut <[email protected]>; pgsql-hackers

> On 15 Nov 2023, at 00:07, Tom Lane <[email protected]> wrote:

> (In reality, people running FIPS mode are probably pretty
> accustomed to seeing this error, so maybe it's not worth the
> trouble to improve it.)

In my experience this holds a lot of truth, this is a common error pattern and
while all improvements to error messages are good, it's not a reason to hold
off this patch.

--
Daniel Gustafsson







^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
@ 2023-11-15 11:44 ` Peter Eisentraut <[email protected]>
  2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
  2 siblings, 1 reply; 93+ messages in thread

From: Peter Eisentraut @ 2023-11-15 11:44 UTC (permalink / raw)
  To: Tom Lane <[email protected]>; +Cc: pgsql-hackers

On 15.11.23 00:07, Tom Lane wrote:
> I'm more concerned about the 3DES situation.  Fedora might be a bit
> ahead of the curve here, but according to the link above, everybody is
> supposed to be in compliance by the end of 2023.  So I'd be inclined
> to guess that the 3DES-is-rejected case is going to be mainstream
> before v17 ships.

Right.  It is curious that I have not found any activity in the OpenSSL 
issue trackers about this.  But if you send me your results file, then I 
can include it in the patch as an alternative expected.







^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
@ 2023-11-15 14:25   ` Daniel Gustafsson <[email protected]>
  2023-11-15 20:29     ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  0 siblings, 1 reply; 93+ messages in thread

From: Daniel Gustafsson @ 2023-11-15 14:25 UTC (permalink / raw)
  To: Peter Eisentraut <[email protected]>; +Cc: Tom Lane <[email protected]>; pgsql-hackers

> On 15 Nov 2023, at 12:44, Peter Eisentraut <[email protected]> wrote:
> 
> On 15.11.23 00:07, Tom Lane wrote:
>> I'm more concerned about the 3DES situation.  Fedora might be a bit
>> ahead of the curve here, but according to the link above, everybody is
>> supposed to be in compliance by the end of 2023.  So I'd be inclined
>> to guess that the 3DES-is-rejected case is going to be mainstream
>> before v17 ships.
> 
> Right.  It is curious that I have not found any activity in the OpenSSL issue trackers about this.  But if you send me your results file, then I can include it in the patch as an alternative expected.

As NIST SP800-131A allows decryption with 3DES and DES I dont think OpenSSL
will do much other than move it to the legacy module where it can be used
opt-in like DES.  SKIPJACK is already disallowed since before but is still
tested with decryption during FIPS validation.

Using an alternative resultsfile to handle platforms which explicitly removes
disallowed ciphers seem like the right choice.

Since the 3DES/DES deprecations aren't limited to FIPS, do we want to do
anything for pgcrypto where we have DES/3DES encryption?  Maybe a doc patch
which mentions the deprecation with a link to the SP could be in order?

--
Daniel Gustafsson







^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
@ 2023-11-15 20:29     ` Tom Lane <[email protected]>
  2023-11-17 18:45       ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  0 siblings, 1 reply; 93+ messages in thread

From: Tom Lane @ 2023-11-15 20:29 UTC (permalink / raw)
  To: Daniel Gustafsson <[email protected]>; +Cc: Peter Eisentraut <[email protected]>; pgsql-hackers

Daniel Gustafsson <[email protected]> writes:
> Since the 3DES/DES deprecations aren't limited to FIPS, do we want to do
> anything for pgcrypto where we have DES/3DES encryption?  Maybe a doc patch
> which mentions the deprecation with a link to the SP could be in order?

A docs patch that marks both MD5 and 3DES as deprecated is probably
appropriate, but it seems like a matter for a separate thread and patch.

In the meantime, I've done a pass of review of Peter's v4 patches.
v4-0001 is already committed, so that's not considered here.

v4-0002: I think it is worth splitting up contrib/pgcrypto's
pgp-encrypt test, which has only one test case whose output changes,
and a bunch of others that don't.  v5-0002, attached, does it
like that.  It's otherwise the same as v4.

(It might be worth doing something similar for uuid_ossp's test,
but I have not bothered here.  That test script is stable enough
that I'm not too worried about future maintenance.)

The attached 0003, 0004, 0005 patches are identical to Peter's.
I think that it is possibly worth modifying the password test so that
we don't fail to create the roles, so as to reduce the delta between
password.out and password_1.out (and thereby ease future maintenance
of those files).  However you might disagree, so I split my proposal
out as a separate patch v5-0007-password-test-delta.patch; you can
drop that from the set if you don't like it.

v5-0006-allow-for-disabled-3DES.patch adds the necessary expected
file to make that pass on my Fedora 38 system.

With or without 0007, as you choose, I think it's committable.

			regards, tom lane



Attachments:

  [text/x-diff] v5-0002-pgcrypto-Allow-tests-to-pass-in-OpenSSL-FIPS-mode.patch (6.8K, ../../[email protected]/2-v5-0002-pgcrypto-Allow-tests-to-pass-in-OpenSSL-FIPS-mode.patch)
  download | inline diff:
diff --git a/contrib/pgcrypto/Makefile b/contrib/pgcrypto/Makefile
index 7fb59f51b7..5efa10c334 100644
--- a/contrib/pgcrypto/Makefile
+++ b/contrib/pgcrypto/Makefile
@@ -42,7 +42,7 @@ PGFILEDESC = "pgcrypto - cryptographic functions"
 REGRESS = init md5 sha1 hmac-md5 hmac-sha1 blowfish rijndael \
 	sha2 des 3des cast5 \
 	crypt-des crypt-md5 crypt-blowfish crypt-xdes \
-	pgp-armor pgp-decrypt pgp-encrypt $(CF_PGP_TESTS) \
+	pgp-armor pgp-decrypt pgp-encrypt pgp-encrypt-md5 $(CF_PGP_TESTS) \
 	pgp-pubkey-decrypt pgp-pubkey-encrypt pgp-info
 
 EXTRA_CLEAN = gen-rtab
diff --git a/contrib/pgcrypto/expected/crypt-md5_1.out b/contrib/pgcrypto/expected/crypt-md5_1.out
new file mode 100644
index 0000000000..0ffda34ab4
--- /dev/null
+++ b/contrib/pgcrypto/expected/crypt-md5_1.out
@@ -0,0 +1,16 @@
+--
+-- crypt() and gen_salt(): md5
+--
+SELECT crypt('', '$1$Szzz0yzz');
+ERROR:  crypt(3) returned NULL
+SELECT crypt('foox', '$1$Szzz0yzz');
+ERROR:  crypt(3) returned NULL
+CREATE TABLE ctest (data text, res text, salt text);
+INSERT INTO ctest VALUES ('password', '', '');
+UPDATE ctest SET salt = gen_salt('md5');
+UPDATE ctest SET res = crypt(data, salt);
+ERROR:  crypt(3) returned NULL
+SELECT res = crypt(data, res) AS "worked"
+FROM ctest;
+ERROR:  invalid salt
+DROP TABLE ctest;
diff --git a/contrib/pgcrypto/expected/hmac-md5_1.out b/contrib/pgcrypto/expected/hmac-md5_1.out
new file mode 100644
index 0000000000..56875b0f63
--- /dev/null
+++ b/contrib/pgcrypto/expected/hmac-md5_1.out
@@ -0,0 +1,44 @@
+--
+-- HMAC-MD5
+--
+SELECT hmac(
+'Hi There',
+'\x0b0b0b0b0b0b0b0b0b0b0b0b0b0b0b0b'::bytea,
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+-- 2
+SELECT hmac(
+'Jefe',
+'what do ya want for nothing?',
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+-- 3
+SELECT hmac(
+'\xdddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddddd'::bytea,
+'\xaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'::bytea,
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+-- 4
+SELECT hmac(
+'\xcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcdcd'::bytea,
+'\x0102030405060708090a0b0c0d0e0f10111213141516171819'::bytea,
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+-- 5
+SELECT hmac(
+'Test With Truncation',
+'\x0c0c0c0c0c0c0c0c0c0c0c0c0c0c0c0c'::bytea,
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+-- 6
+SELECT hmac(
+'Test Using Larger Than Block-Size Key - Hash Key First',
+'\xaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'::bytea,
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+-- 7
+SELECT hmac(
+'Test Using Larger Than Block-Size Key and Larger Than One Block-Size Data',
+'\xaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaaa'::bytea,
+'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
diff --git a/contrib/pgcrypto/expected/md5_1.out b/contrib/pgcrypto/expected/md5_1.out
new file mode 100644
index 0000000000..decb215c48
--- /dev/null
+++ b/contrib/pgcrypto/expected/md5_1.out
@@ -0,0 +1,17 @@
+--
+-- MD5 message digest
+--
+SELECT digest('', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+SELECT digest('a', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+SELECT digest('abc', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+SELECT digest('message digest', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+SELECT digest('abcdefghijklmnopqrstuvwxyz', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+SELECT digest('ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
+SELECT digest('12345678901234567890123456789012345678901234567890123456789012345678901234567890', 'md5');
+ERROR:  Cannot use "md5": Cipher cannot be initialized
diff --git a/contrib/pgcrypto/expected/pgp-encrypt-md5.out b/contrib/pgcrypto/expected/pgp-encrypt-md5.out
new file mode 100644
index 0000000000..339e12a434
--- /dev/null
+++ b/contrib/pgcrypto/expected/pgp-encrypt-md5.out
@@ -0,0 +1,11 @@
+--
+-- PGP encrypt using MD5
+--
+select pgp_sym_decrypt(
+	pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=md5'),
+	'key', 'expect-s2k-digest-algo=md5');
+ pgp_sym_decrypt 
+-----------------
+ Secret.
+(1 row)
+
diff --git a/contrib/pgcrypto/expected/pgp-encrypt-md5_1.out b/contrib/pgcrypto/expected/pgp-encrypt-md5_1.out
new file mode 100644
index 0000000000..612ca1d19c
--- /dev/null
+++ b/contrib/pgcrypto/expected/pgp-encrypt-md5_1.out
@@ -0,0 +1,7 @@
+--
+-- PGP encrypt using MD5
+--
+select pgp_sym_decrypt(
+	pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=md5'),
+	'key', 'expect-s2k-digest-algo=md5');
+ERROR:  Unsupported digest algorithm
diff --git a/contrib/pgcrypto/expected/pgp-encrypt.out b/contrib/pgcrypto/expected/pgp-encrypt.out
index 77e45abe53..50cd3f6daa 100644
--- a/contrib/pgcrypto/expected/pgp-encrypt.out
+++ b/contrib/pgcrypto/expected/pgp-encrypt.out
@@ -121,14 +121,6 @@ NOTICE:  pgp_decrypt: unexpected s2k_count: expected 65000000 got 65011712
 (1 row)
 
 -- s2k digest change
-select pgp_sym_decrypt(
-	pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=md5'),
-	'key', 'expect-s2k-digest-algo=md5');
- pgp_sym_decrypt 
------------------
- Secret.
-(1 row)
-
 select pgp_sym_decrypt(
 		pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=sha1'),
 	'key', 'expect-s2k-digest-algo=sha1');
diff --git a/contrib/pgcrypto/meson.build b/contrib/pgcrypto/meson.build
index df7dd50dbc..4f62ea0af0 100644
--- a/contrib/pgcrypto/meson.build
+++ b/contrib/pgcrypto/meson.build
@@ -48,6 +48,7 @@ pgcrypto_regress = [
   'pgp-armor',
   'pgp-decrypt',
   'pgp-encrypt',
+  'pgp-encrypt-md5',
   'pgp-pubkey-decrypt',
   'pgp-pubkey-encrypt',
   'pgp-info',
diff --git a/contrib/pgcrypto/sql/pgp-encrypt-md5.sql b/contrib/pgcrypto/sql/pgp-encrypt-md5.sql
new file mode 100644
index 0000000000..201636c820
--- /dev/null
+++ b/contrib/pgcrypto/sql/pgp-encrypt-md5.sql
@@ -0,0 +1,7 @@
+--
+-- PGP encrypt using MD5
+--
+
+select pgp_sym_decrypt(
+	pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=md5'),
+	'key', 'expect-s2k-digest-algo=md5');
diff --git a/contrib/pgcrypto/sql/pgp-encrypt.sql b/contrib/pgcrypto/sql/pgp-encrypt.sql
index ed8b17776b..f67329c2c3 100644
--- a/contrib/pgcrypto/sql/pgp-encrypt.sql
+++ b/contrib/pgcrypto/sql/pgp-encrypt.sql
@@ -63,9 +63,6 @@ select pgp_sym_decrypt(
 	'key', 'expect-s2k-count=65000000');
 
 -- s2k digest change
-select pgp_sym_decrypt(
-	pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=md5'),
-	'key', 'expect-s2k-digest-algo=md5');
 select pgp_sym_decrypt(
 		pgp_sym_encrypt('Secret.', 'key', 's2k-digest-algo=sha1'),
 	'key', 'expect-s2k-digest-algo=sha1');


  [text/x-diff] v5-0003-Allow-tests-to-pass-in-OpenSSL-FIPS-mode-TAP-test.patch (12.9K, ../../[email protected]/3-v5-0003-Allow-tests-to-pass-in-OpenSSL-FIPS-mode-TAP-test.patch)
  download | inline diff:
From 8feace1abca7aad6b9a9a58f464d571649e2d1e2 Mon Sep 17 00:00:00 2001
From: Peter Eisentraut <[email protected]>
Date: Thu, 5 Oct 2023 14:45:35 +0200
Subject: [PATCH v4 3/5] Allow tests to pass in OpenSSL FIPS mode (TAP tests)

Some tests using md5 authentication have to be skipped.  In other
cases, we can rewrite the tests to use a different authentication
method.
---
 src/test/authentication/t/001_password.pl | 121 ++++++++++++----------
 src/test/ssl/t/002_scram.pl               |  32 +++---
 2 files changed, 86 insertions(+), 67 deletions(-)

diff --git a/src/test/authentication/t/001_password.pl b/src/test/authentication/t/001_password.pl
index 891860886a..884f44d45d 100644
--- a/src/test/authentication/t/001_password.pl
+++ b/src/test/authentication/t/001_password.pl
@@ -66,24 +66,26 @@ sub test_conn
 $node->append_conf('postgresql.conf', "log_connections = on\n");
 $node->start;
 
+my $md5_works = ($node->psql('postgres', "select md5('')") == 0);
+
 # Create 3 roles with different password methods for each one. The same
 # password is used for all of them.
-$node->safe_psql('postgres',
+is($node->psql('postgres',
 	"SET password_encryption='scram-sha-256'; CREATE ROLE scram_role LOGIN PASSWORD 'pass';"
-);
-$node->safe_psql('postgres',
+), 0, 'created user with scram password');
+is($node->psql('postgres',
 	"SET password_encryption='md5'; CREATE ROLE md5_role LOGIN PASSWORD 'pass';"
-);
+), $md5_works ? 0 : 3, 'created user with md5 password');
 # Set up a table for tests of SYSTEM_USER.
 $node->safe_psql(
 	'postgres',
 	"CREATE TABLE sysuser_data (n) AS SELECT NULL FROM generate_series(1, 10);
-	 GRANT ALL ON sysuser_data TO md5_role;");
+	 GRANT ALL ON sysuser_data TO scram_role;");
 $ENV{"PGPASSWORD"} = 'pass';
 
 # Create a role that contains a comma to stress the parsing.
 $node->safe_psql('postgres',
-	q{SET password_encryption='md5'; CREATE ROLE "md5,role" LOGIN PASSWORD 'pass';}
+	q{SET password_encryption='scram-sha-256'; CREATE ROLE "scram,role" LOGIN PASSWORD 'pass';}
 );
 
 # Create a role with a non-default iteration count
@@ -141,8 +143,11 @@ sub test_conn
 test_conn($node, 'user=scram_role', 'trust', 0,
 	log_like =>
 	  [qr/connection authenticated: user="scram_role" method=trust/]);
-test_conn($node, 'user=md5_role', 'trust', 0,
-	log_like => [qr/connection authenticated: user="md5_role" method=trust/]);
+SKIP: {
+	skip "MD5 not supported" unless $md5_works;
+	test_conn($node, 'user=md5_role', 'trust', 0,
+		log_like => [qr/connection authenticated: user="md5_role" method=trust/]);
+}
 
 # SYSTEM_USER is null when not authenticated.
 $res = $node->safe_psql('postgres', "SELECT SYSTEM_USER IS NULL;");
@@ -157,7 +162,7 @@ sub test_conn
         SET max_parallel_workers_per_gather TO 2;
 
         SELECT bool_and(SYSTEM_USER IS NOT DISTINCT FROM n) FROM sysuser_data;),
-	connstr => "user=md5_role");
+	connstr => "user=scram_role");
 is($res, 't',
 	"users with trust authentication use SYSTEM_USER = NULL in parallel workers"
 );
@@ -275,9 +280,12 @@ sub test_conn
 test_conn($node, 'user=scram_role', 'password', 0,
 	log_like =>
 	  [qr/connection authenticated: identity="scram_role" method=password/]);
-test_conn($node, 'user=md5_role', 'password', 0,
-	log_like =>
-	  [qr/connection authenticated: identity="md5_role" method=password/]);
+SKIP: {
+	skip "MD5 not supported" unless $md5_works;
+	test_conn($node, 'user=md5_role', 'password', 0,
+		log_like =>
+		  [qr/connection authenticated: identity="md5_role" method=password/]);
+}
 
 # require_auth succeeds here with a plaintext password.
 $node->connect_ok("user=scram_role require_auth=password",
@@ -393,59 +401,62 @@ sub test_conn
 test_conn($node, 'user=scram_role', 'md5', 0,
 	log_like =>
 	  [qr/connection authenticated: identity="scram_role" method=md5/]);
-test_conn($node, 'user=md5_role', 'md5', 0,
-	log_like =>
-	  [qr/connection authenticated: identity="md5_role" method=md5/]);
+SKIP: {
+	skip "MD5 not supported" unless $md5_works;
+	test_conn($node, 'user=md5_role', 'md5', 0,
+		log_like =>
+		  [qr/connection authenticated: identity="md5_role" method=md5/]);
+}
 
-# require_auth succeeds with MD5 required.
-$node->connect_ok("user=md5_role require_auth=md5",
-	"MD5 authentication required, works with MD5 auth");
-$node->connect_ok("user=md5_role require_auth=!none",
-	"any authentication required, works with MD5 auth");
+# require_auth succeeds with SCRAM required.
+$node->connect_ok("user=scram_role require_auth=scram-sha-256",
+	"SCRAM authentication required, works with SCRAM auth");
+$node->connect_ok("user=scram_role require_auth=!none",
+	"any authentication required, works with SCRAM auth");
 $node->connect_ok(
-	"user=md5_role require_auth=md5,scram-sha-256,password",
-	"multiple authentication types required, works with MD5 auth");
+	"user=scram_role require_auth=md5,scram-sha-256,password",
+	"multiple authentication types required, works with SCRAM auth");
 
 # Authentication fails if other types are required.
 $node->connect_fails(
-	"user=md5_role require_auth=password",
-	"password authentication required, fails with MD5 auth",
+	"user=scram_role require_auth=password",
+	"password authentication required, fails with SCRAM auth",
 	expected_stderr =>
-	  qr/authentication method requirement "password" failed: server requested a hashed password/
+	  qr/authentication method requirement "password" failed: server requested SASL authentication/
 );
 $node->connect_fails(
-	"user=md5_role require_auth=scram-sha-256",
-	"SCRAM authentication required, fails with MD5 auth",
+	"user=scram_role require_auth=md5",
+	"MD5 authentication required, fails with SCRAM auth",
 	expected_stderr =>
-	  qr/authentication method requirement "scram-sha-256" failed: server requested a hashed password/
+	  qr/authentication method requirement "md5" failed: server requested SASL authentication/
 );
 $node->connect_fails(
-	"user=md5_role require_auth=none",
-	"all authentication types forbidden, fails with MD5 auth",
+	"user=scram_role require_auth=none",
+	"all authentication types forbidden, fails with SCRAM auth",
 	expected_stderr =>
-	  qr/authentication method requirement "none" failed: server requested a hashed password/
+	  qr/authentication method requirement "none" failed: server requested SASL authentication/
 );
 
-# Authentication fails if MD5 is forbidden.
+# Authentication fails if SCRAM is forbidden.
 $node->connect_fails(
-	"user=md5_role require_auth=!md5",
-	"password authentication forbidden, fails with MD5 auth",
+	"user=scram_role require_auth=!scram-sha-256",
+	"password authentication forbidden, fails with SCRAM auth",
 	expected_stderr =>
-	  qr/authentication method requirement "!md5" failed: server requested a hashed password/
+	  qr/authentication method requirement "!scram-sha-256" failed: server requested SASL authentication/
 );
 $node->connect_fails(
-	"user=md5_role require_auth=!password,!md5,!scram-sha-256",
-	"multiple authentication types forbidden, fails with MD5 auth",
+	"user=scram_role require_auth=!password,!md5,!scram-sha-256",
+	"multiple authentication types forbidden, fails with SCRAM auth",
 	expected_stderr =>
-	  qr/authentication method requirement "!password,!md5,!scram-sha-256" failed: server requested a hashed password/
+	  qr/authentication method requirement "!password,!md5,!scram-sha-256" failed: server requested SASL authentication/
 );
 
 # Test SYSTEM_USER <> NULL with parallel workers.
 $node->safe_psql(
 	'postgres',
 	"TRUNCATE sysuser_data;
-INSERT INTO sysuser_data SELECT 'md5:md5_role' FROM generate_series(1, 10);",
-	connstr => "user=md5_role");
+INSERT INTO sysuser_data SELECT 'md5:scram_role' FROM generate_series(1, 10);",
+	connstr => "user=scram_role");
 $res = $node->safe_psql(
 	'postgres', qq(
         SET min_parallel_table_scan_size TO 0;
@@ -454,7 +465,7 @@ sub test_conn
         SET max_parallel_workers_per_gather TO 2;
 
         SELECT bool_and(SYSTEM_USER IS NOT DISTINCT FROM n) FROM sysuser_data;),
-	connstr => "user=md5_role");
+	connstr => "user=scram_role");
 is($res, 't',
 	"users with md5 authentication use SYSTEM_USER = md5:role in parallel workers"
 );
@@ -490,49 +501,49 @@ sub test_conn
 
 append_to_file(
 	$pgpassfile, qq!
-*:*:*:md5_role:p\\ass
-*:*:*:md5,role:p\\ass
+*:*:*:scram_role:p\\ass
+*:*:*:scram,role:p\\ass
 !);
 
-test_conn($node, 'user=md5_role', 'password from pgpass', 0);
+test_conn($node, 'user=scram_role', 'password from pgpass', 0);
 
 # Testing with regular expression for username.  The third regexp matches.
-reset_pg_hba($node, 'all', '/^.*nomatch.*$, baduser, /^md.*$', 'password');
-test_conn($node, 'user=md5_role', 'password, matching regexp for username', 0,
+reset_pg_hba($node, 'all', '/^.*nomatch.*$, baduser, /^scr.*$', 'password');
+test_conn($node, 'user=scram_role', 'password, matching regexp for username', 0,
 	log_like =>
-	  [qr/connection authenticated: identity="md5_role" method=password/]);
+	  [qr/connection authenticated: identity="scram_role" method=password/]);
 
 # The third regex does not match anymore.
-reset_pg_hba($node, 'all', '/^.*nomatch.*$, baduser, /^m_d.*$', 'password');
-test_conn($node, 'user=md5_role',
+reset_pg_hba($node, 'all', '/^.*nomatch.*$, baduser, /^sc_r.*$', 'password');
+test_conn($node, 'user=scram_role',
 	'password, non matching regexp for username',
 	2, log_unlike => [qr/connection authenticated:/]);
 
 # Test with a comma in the regular expression.  In this case, the use of
 # double quotes is mandatory so as this is not considered as two elements
 # of the user name list when parsing pg_hba.conf.
-reset_pg_hba($node, 'all', '"/^.*5,.*e$"', 'password');
-test_conn($node, 'user=md5,role', 'password, matching regexp for username', 0,
+reset_pg_hba($node, 'all', '"/^.*m,.*e$"', 'password');
+test_conn($node, 'user=scram,role', 'password, matching regexp for username', 0,
 	log_like =>
-	  [qr/connection authenticated: identity="md5,role" method=password/]);
+	  [qr/connection authenticated: identity="scram,role" method=password/]);
 
 # Testing with regular expression for dbname. The third regex matches.
 reset_pg_hba($node, '/^.*nomatch.*$, baddb, /^regex_t.*b$', 'all',
 	'password');
 test_conn(
 	$node,
-	'user=md5_role dbname=regex_testdb',
+	'user=scram_role dbname=regex_testdb',
 	'password, matching regexp for dbname',
 	0,
 	log_like =>
-	  [qr/connection authenticated: identity="md5_role" method=password/]);
+	  [qr/connection authenticated: identity="scram_role" method=password/]);
 
 # The third regexp does not match anymore.
 reset_pg_hba($node, '/^.*nomatch.*$, baddb, /^regex_t.*ba$',
 	'all', 'password');
 test_conn(
 	$node,
-	'user=md5_role dbname=regex_testdb',
+	'user=scram_role dbname=regex_testdb',
 	'password, non matching regexp for dbname',
 	2, log_unlike => [qr/connection authenticated:/]);
 
diff --git a/src/test/ssl/t/002_scram.pl b/src/test/ssl/t/002_scram.pl
index 27abd02abf..d187f532de 100644
--- a/src/test/ssl/t/002_scram.pl
+++ b/src/test/ssl/t/002_scram.pl
@@ -64,6 +64,8 @@ sub switch_server_cert
 $ENV{PGPORT} = $node->port;
 $node->start;
 
+my $md5_works = ($node->psql('postgres', "select md5('')") == 0);
+
 # Configure server for SSL connections, with password handling.
 $ssl_server->configure_test_server_for_ssl(
 	$node, $SERVERHOSTADDR, $SERVERHOSTCIDR,
@@ -91,12 +93,15 @@ sub switch_server_cert
 	"SCRAM with SSL and channel_binding=require");
 
 # Now test when the user has an MD5-encrypted password; should fail
-$node->connect_fails(
-	"$common_connstr user=md5testuser channel_binding=require",
-	"MD5 with SSL and channel_binding=require",
-	expected_stderr =>
-	  qr/channel binding required but not supported by server's authentication request/
-);
+SKIP: {
+	skip "MD5 not supported" unless $md5_works;
+	$node->connect_fails(
+		"$common_connstr user=md5testuser channel_binding=require",
+		"MD5 with SSL and channel_binding=require",
+		expected_stderr =>
+		qr/channel binding required but not supported by server's authentication request/
+	);
+}
 
 # Now test with auth method 'cert' by connecting to 'certdb'. Should fail,
 # because channel binding is not performed.  Note that ssl/client.key may
@@ -130,12 +135,15 @@ sub switch_server_cert
 	"$common_connstr user=ssltestuser channel_binding=disable require_auth=scram-sha-256",
 	"SCRAM with SSL, channel_binding=disable, and require_auth=scram-sha-256"
 );
-$node->connect_fails(
-	"$common_connstr user=md5testuser require_auth=md5 channel_binding=require",
-	"channel_binding can fail even when require_auth succeeds",
-	expected_stderr =>
-	  qr/channel binding required but not supported by server's authentication request/
-);
+SKIP: {
+	skip "MD5 not supported" unless $md5_works;
+	$node->connect_fails(
+		"$common_connstr user=md5testuser require_auth=md5 channel_binding=require",
+		"channel_binding can fail even when require_auth succeeds",
+		expected_stderr =>
+		qr/channel binding required but not supported by server's authentication request/
+	);
+}
 $node->connect_ok(
 	"$common_connstr user=ssltestuser channel_binding=require require_auth=scram-sha-256",
 	"SCRAM with SSL, channel_binding=require, and require_auth=scram-sha-256"
-- 
2.42.0



  [text/x-diff] v5-0004-Allow-tests-to-pass-in-OpenSSL-FIPS-mode-rest.patch (16.6K, ../../[email protected]/4-v5-0004-Allow-tests-to-pass-in-OpenSSL-FIPS-mode-rest.patch)
  download | inline diff:
From d1470936ab5784b1dafc5fdc777dd8004c5f57ba Mon Sep 17 00:00:00 2001
From: Peter Eisentraut <[email protected]>
Date: Thu, 5 Oct 2023 14:45:35 +0200
Subject: [PATCH v4 4/5] Allow tests to pass in OpenSSL FIPS mode (rest)

This adds alternative expected files for various tests.

XXX maybe some of these could be reorgnized to make the patch smaller?
---
 .../expected/passwordcheck_1.out              |  18 +++
 contrib/uuid-ossp/expected/uuid_ossp_1.out    | 135 ++++++++++++++++
 src/test/regress/expected/md5_1.out           |  35 ++++
 src/test/regress/expected/password_1.out      | 150 ++++++++++++++++++
 4 files changed, 338 insertions(+)
 create mode 100644 contrib/passwordcheck/expected/passwordcheck_1.out
 create mode 100644 contrib/uuid-ossp/expected/uuid_ossp_1.out
 create mode 100644 src/test/regress/expected/md5_1.out
 create mode 100644 src/test/regress/expected/password_1.out

diff --git a/contrib/passwordcheck/expected/passwordcheck_1.out b/contrib/passwordcheck/expected/passwordcheck_1.out
new file mode 100644
index 0000000000..5d8d5dcc1c
--- /dev/null
+++ b/contrib/passwordcheck/expected/passwordcheck_1.out
@@ -0,0 +1,18 @@
+LOAD 'passwordcheck';
+CREATE USER regress_passwordcheck_user1;
+-- ok
+ALTER USER regress_passwordcheck_user1 PASSWORD 'a_nice_long_password';
+-- error: too short
+ALTER USER regress_passwordcheck_user1 PASSWORD 'tooshrt';
+ERROR:  password is too short
+-- error: contains user name
+ALTER USER regress_passwordcheck_user1 PASSWORD 'xyzregress_passwordcheck_user1';
+ERROR:  password must not contain user name
+-- error: contains only letters
+ALTER USER regress_passwordcheck_user1 PASSWORD 'alessnicelongpassword';
+ERROR:  password must contain both letters and nonletters
+-- encrypted ok (password is "secret")
+ALTER USER regress_passwordcheck_user1 PASSWORD 'md592350e12ac34e52dd598f90893bb3ae7';
+-- error: password is user name
+ALTER USER regress_passwordcheck_user1 PASSWORD 'md507a112732ed9f2087fa90b192d44e358';
+DROP USER regress_passwordcheck_user1;
diff --git a/contrib/uuid-ossp/expected/uuid_ossp_1.out b/contrib/uuid-ossp/expected/uuid_ossp_1.out
new file mode 100644
index 0000000000..58104dbe18
--- /dev/null
+++ b/contrib/uuid-ossp/expected/uuid_ossp_1.out
@@ -0,0 +1,135 @@
+CREATE EXTENSION "uuid-ossp";
+SELECT uuid_nil();
+               uuid_nil               
+--------------------------------------
+ 00000000-0000-0000-0000-000000000000
+(1 row)
+
+SELECT uuid_ns_dns();
+             uuid_ns_dns              
+--------------------------------------
+ 6ba7b810-9dad-11d1-80b4-00c04fd430c8
+(1 row)
+
+SELECT uuid_ns_url();
+             uuid_ns_url              
+--------------------------------------
+ 6ba7b811-9dad-11d1-80b4-00c04fd430c8
+(1 row)
+
+SELECT uuid_ns_oid();
+             uuid_ns_oid              
+--------------------------------------
+ 6ba7b812-9dad-11d1-80b4-00c04fd430c8
+(1 row)
+
+SELECT uuid_ns_x500();
+             uuid_ns_x500             
+--------------------------------------
+ 6ba7b814-9dad-11d1-80b4-00c04fd430c8
+(1 row)
+
+-- some quick and dirty field extraction functions
+-- this is actually timestamp concatenated with clock sequence, per RFC 4122
+CREATE FUNCTION uuid_timestamp_bits(uuid) RETURNS varbit AS
+$$ SELECT ('x' || substr($1::text, 15, 4) || substr($1::text, 10, 4) ||
+           substr($1::text, 1, 8) || substr($1::text, 20, 4))::bit(80)
+          & x'0FFFFFFFFFFFFFFF3FFF' $$
+LANGUAGE SQL STRICT IMMUTABLE;
+CREATE FUNCTION uuid_version_bits(uuid) RETURNS varbit AS
+$$ SELECT ('x' || substr($1::text, 15, 2))::bit(8) & '11110000' $$
+LANGUAGE SQL STRICT IMMUTABLE;
+CREATE FUNCTION uuid_reserved_bits(uuid) RETURNS varbit AS
+$$ SELECT ('x' || substr($1::text, 20, 2))::bit(8) & '11000000' $$
+LANGUAGE SQL STRICT IMMUTABLE;
+CREATE FUNCTION uuid_multicast_bit(uuid) RETURNS bool AS
+$$ SELECT (('x' || substr($1::text, 25, 2))::bit(8) & '00000001') != '00000000' $$
+LANGUAGE SQL STRICT IMMUTABLE;
+CREATE FUNCTION uuid_local_admin_bit(uuid) RETURNS bool AS
+$$ SELECT (('x' || substr($1::text, 25, 2))::bit(8) & '00000010') != '00000000' $$
+LANGUAGE SQL STRICT IMMUTABLE;
+CREATE FUNCTION uuid_node(uuid) RETURNS text AS
+$$ SELECT substr($1::text, 25) $$
+LANGUAGE SQL STRICT IMMUTABLE;
+-- Ideally, the multicast bit would never be set in V1 output, but the
+-- UUID library may fall back to MC if it can't get the system MAC address.
+-- Also, the local-admin bit might be set (if so, we're probably inside a VM).
+-- So we can't test either bit here.
+SELECT uuid_version_bits(uuid_generate_v1()),
+       uuid_reserved_bits(uuid_generate_v1());
+ uuid_version_bits | uuid_reserved_bits 
+-------------------+--------------------
+ 00010000          | 10000000
+(1 row)
+
+-- Although RFC 4122 only requires the multicast bit to be set in V1MC style
+-- UUIDs, our implementation always sets the local-admin bit as well.
+SELECT uuid_version_bits(uuid_generate_v1mc()),
+       uuid_reserved_bits(uuid_generate_v1mc()),
+       uuid_multicast_bit(uuid_generate_v1mc()),
+       uuid_local_admin_bit(uuid_generate_v1mc());
+ uuid_version_bits | uuid_reserved_bits | uuid_multicast_bit | uuid_local_admin_bit 
+-------------------+--------------------+--------------------+----------------------
+ 00010000          | 10000000           | t                  | t
+(1 row)
+
+-- timestamp+clock sequence should be monotonic increasing in v1
+SELECT uuid_timestamp_bits(uuid_generate_v1()) < uuid_timestamp_bits(uuid_generate_v1());
+ ?column? 
+----------
+ t
+(1 row)
+
+SELECT uuid_timestamp_bits(uuid_generate_v1mc()) < uuid_timestamp_bits(uuid_generate_v1mc());
+ ?column? 
+----------
+ t
+(1 row)
+
+-- Ideally, the node value is stable in V1 addresses, but OSSP UUID
+-- falls back to V1MC behavior if it can't get the system MAC address.
+SELECT CASE WHEN uuid_multicast_bit(uuid_generate_v1()) AND
+                 uuid_local_admin_bit(uuid_generate_v1()) THEN
+         true -- punt, no test
+       ELSE
+         uuid_node(uuid_generate_v1()) = uuid_node(uuid_generate_v1())
+       END;
+ case 
+------
+ t
+(1 row)
+
+-- In any case, V1MC node addresses should be random.
+SELECT uuid_node(uuid_generate_v1()) <> uuid_node(uuid_generate_v1mc());
+ ?column? 
+----------
+ t
+(1 row)
+
+SELECT uuid_node(uuid_generate_v1mc()) <> uuid_node(uuid_generate_v1mc());
+ ?column? 
+----------
+ t
+(1 row)
+
+SELECT uuid_generate_v3(uuid_ns_dns(), 'www.widgets.com');
+ERROR:  could not initialize MD5 context: unsupported
+SELECT uuid_generate_v5(uuid_ns_dns(), 'www.widgets.com');
+           uuid_generate_v5           
+--------------------------------------
+ 21f7f8de-8051-5b89-8680-0195ef798b6a
+(1 row)
+
+SELECT uuid_version_bits(uuid_generate_v4()),
+       uuid_reserved_bits(uuid_generate_v4());
+ uuid_version_bits | uuid_reserved_bits 
+-------------------+--------------------
+ 01000000          | 10000000
+(1 row)
+
+SELECT uuid_generate_v4() <> uuid_generate_v4();
+ ?column? 
+----------
+ t
+(1 row)
+
diff --git a/src/test/regress/expected/md5_1.out b/src/test/regress/expected/md5_1.out
new file mode 100644
index 0000000000..174b70bafb
--- /dev/null
+++ b/src/test/regress/expected/md5_1.out
@@ -0,0 +1,35 @@
+--
+-- MD5 test suite - from IETF RFC 1321
+-- (see: https://www.rfc-editor.org/rfc/rfc1321)
+--
+-- (The md5() function will error in OpenSSL FIPS mode.  By keeping
+-- this test in a separate file, it is easier to manage variant
+-- results.)
+select md5('') = 'd41d8cd98f00b204e9800998ecf8427e' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('a') = '0cc175b9c0f1b6a831c399e269772661' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('abc') = '900150983cd24fb0d6963f7d28e17f72' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('message digest') = 'f96b697d7cb7938d525a2f31aaf161d0' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('abcdefghijklmnopqrstuvwxyz') = 'c3fcd3d76192e4007dfb496cca67e13b' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789') = 'd174ab98d277d9f5a5611c2c9f419d9f' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('12345678901234567890123456789012345678901234567890123456789012345678901234567890') = '57edf4a22be3c955ac49da2e2107b67a' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5(''::bytea) = 'd41d8cd98f00b204e9800998ecf8427e' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('a'::bytea) = '0cc175b9c0f1b6a831c399e269772661' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('abc'::bytea) = '900150983cd24fb0d6963f7d28e17f72' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('message digest'::bytea) = 'f96b697d7cb7938d525a2f31aaf161d0' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('abcdefghijklmnopqrstuvwxyz'::bytea) = 'c3fcd3d76192e4007dfb496cca67e13b' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789'::bytea) = 'd174ab98d277d9f5a5611c2c9f419d9f' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
+select md5('12345678901234567890123456789012345678901234567890123456789012345678901234567890'::bytea) = '57edf4a22be3c955ac49da2e2107b67a' AS "TRUE";
+ERROR:  could not compute MD5 hash: unsupported
diff --git a/src/test/regress/expected/password_1.out b/src/test/regress/expected/password_1.out
new file mode 100644
index 0000000000..3bb411949e
--- /dev/null
+++ b/src/test/regress/expected/password_1.out
@@ -0,0 +1,150 @@
+--
+-- Tests for password types
+--
+-- Tests for GUC password_encryption
+SET password_encryption = 'novalue'; -- error
+ERROR:  invalid value for parameter "password_encryption": "novalue"
+HINT:  Available values: md5, scram-sha-256.
+SET password_encryption = true; -- error
+ERROR:  invalid value for parameter "password_encryption": "true"
+HINT:  Available values: md5, scram-sha-256.
+SET password_encryption = 'md5'; -- ok
+SET password_encryption = 'scram-sha-256'; -- ok
+-- consistency of password entries
+SET password_encryption = 'md5';
+CREATE ROLE regress_passwd1 PASSWORD 'role_pwd1';
+ERROR:  password encryption failed: unsupported
+CREATE ROLE regress_passwd2 PASSWORD 'role_pwd2';
+ERROR:  password encryption failed: unsupported
+SET password_encryption = 'scram-sha-256';
+CREATE ROLE regress_passwd3 PASSWORD 'role_pwd3';
+CREATE ROLE regress_passwd4 PASSWORD NULL;
+-- check list of created entries
+--
+-- The scram secret will look something like:
+-- SCRAM-SHA-256$4096:E4HxLGtnRzsYwg==$6YtlR4t69SguDiwFvbVgVZtuz6gpJQQqUMZ7IQJK5yI=:ps75jrHeYU4lXCcXI4O8oIdJ3eO8o2jirjruw9phBTo=
+--
+-- Since the salt is random, the exact value stored will be different on every test
+-- run. Use a regular expression to mask the changing parts.
+SELECT rolname, regexp_replace(rolpassword, '(SCRAM-SHA-256)\$(\d+):([a-zA-Z0-9+/=]+)\$([a-zA-Z0-9+=/]+):([a-zA-Z0-9+/=]+)', '\1$\2:<salt>$<storedkey>:<serverkey>') as rolpassword_masked
+    FROM pg_authid
+    WHERE rolname LIKE 'regress_passwd%'
+    ORDER BY rolname, rolpassword;
+     rolname     |                rolpassword_masked                 
+-----------------+---------------------------------------------------
+ regress_passwd3 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
+ regress_passwd4 | 
+(2 rows)
+
+-- Rename a role
+ALTER ROLE regress_passwd2 RENAME TO regress_passwd2_new;
+ERROR:  role "regress_passwd2" does not exist
+-- md5 entry should have been removed
+SELECT rolname, rolpassword
+    FROM pg_authid
+    WHERE rolname LIKE 'regress_passwd2_new'
+    ORDER BY rolname, rolpassword;
+ rolname | rolpassword 
+---------+-------------
+(0 rows)
+
+ALTER ROLE regress_passwd2_new RENAME TO regress_passwd2;
+ERROR:  role "regress_passwd2_new" does not exist
+-- Change passwords with ALTER USER. With plaintext or already-encrypted
+-- passwords.
+SET password_encryption = 'md5';
+-- encrypt with MD5
+ALTER ROLE regress_passwd2 PASSWORD 'foo';
+ERROR:  role "regress_passwd2" does not exist
+-- already encrypted, use as they are
+ALTER ROLE regress_passwd1 PASSWORD 'md5cd3578025fe2c3d7ed1b9a9b26238b70';
+ERROR:  role "regress_passwd1" does not exist
+ALTER ROLE regress_passwd3 PASSWORD 'SCRAM-SHA-256$4096:VLK4RMaQLCvNtQ==$6YtlR4t69SguDiwFvbVgVZtuz6gpJQQqUMZ7IQJK5yI=:ps75jrHeYU4lXCcXI4O8oIdJ3eO8o2jirjruw9phBTo=';
+SET password_encryption = 'scram-sha-256';
+-- create SCRAM secret
+ALTER ROLE  regress_passwd4 PASSWORD 'foo';
+-- already encrypted with MD5, use as it is
+CREATE ROLE regress_passwd5 PASSWORD 'md5e73a4b11df52a6068f8b39f90be36023';
+-- This looks like a valid SCRAM-SHA-256 secret, but it is not
+-- so it should be hashed with SCRAM-SHA-256.
+CREATE ROLE regress_passwd6 PASSWORD 'SCRAM-SHA-256$1234';
+-- These may look like valid MD5 secrets, but they are not, so they
+-- should be hashed with SCRAM-SHA-256.
+-- trailing garbage at the end
+CREATE ROLE regress_passwd7 PASSWORD 'md5012345678901234567890123456789zz';
+-- invalid length
+CREATE ROLE regress_passwd8 PASSWORD 'md501234567890123456789012345678901zz';
+-- Changing the SCRAM iteration count
+SET scram_iterations = 1024;
+CREATE ROLE regress_passwd9 PASSWORD 'alterediterationcount';
+SELECT rolname, regexp_replace(rolpassword, '(SCRAM-SHA-256)\$(\d+):([a-zA-Z0-9+/=]+)\$([a-zA-Z0-9+=/]+):([a-zA-Z0-9+/=]+)', '\1$\2:<salt>$<storedkey>:<serverkey>') as rolpassword_masked
+    FROM pg_authid
+    WHERE rolname LIKE 'regress_passwd%'
+    ORDER BY rolname, rolpassword;
+     rolname     |                rolpassword_masked                 
+-----------------+---------------------------------------------------
+ regress_passwd3 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
+ regress_passwd4 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
+ regress_passwd5 | md5e73a4b11df52a6068f8b39f90be36023
+ regress_passwd6 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
+ regress_passwd7 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
+ regress_passwd8 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
+ regress_passwd9 | SCRAM-SHA-256$1024:<salt>$<storedkey>:<serverkey>
+(7 rows)
+
+-- An empty password is not allowed, in any form
+CREATE ROLE regress_passwd_empty PASSWORD '';
+NOTICE:  empty string is not a valid password, clearing password
+ALTER ROLE regress_passwd_empty PASSWORD 'md585939a5ce845f1a1b620742e3c659e0a';
+ALTER ROLE regress_passwd_empty PASSWORD 'SCRAM-SHA-256$4096:hpFyHTUsSWcR7O9P$LgZFIt6Oqdo27ZFKbZ2nV+vtnYM995pDh9ca6WSi120=:qVV5NeluNfUPkwm7Vqat25RjSPLkGeoZBQs6wVv+um4=';
+NOTICE:  empty string is not a valid password, clearing password
+SELECT rolpassword FROM pg_authid WHERE rolname='regress_passwd_empty';
+ rolpassword 
+-------------
+ 
+(1 row)
+
+-- Test with invalid stored and server keys.
+--
+-- The first is valid, to act as a control. The others have too long
+-- stored/server keys. They will be re-hashed.
+CREATE ROLE regress_passwd_sha_len0 PASSWORD 'SCRAM-SHA-256$4096:A6xHKoH/494E941doaPOYg==$Ky+A30sewHIH3VHQLRN9vYsuzlgNyGNKCh37dy96Rqw=:COPdlNiIkrsacU5QoxydEuOH6e/KfiipeETb/bPw8ZI=';
+CREATE ROLE regress_passwd_sha_len1 PASSWORD 'SCRAM-SHA-256$4096:A6xHKoH/494E941doaPOYg==$Ky+A30sewHIH3VHQLRN9vYsuzlgNyGNKCh37dy96RqwAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA=:COPdlNiIkrsacU5QoxydEuOH6e/KfiipeETb/bPw8ZI=';
+CREATE ROLE regress_passwd_sha_len2 PASSWORD 'SCRAM-SHA-256$4096:A6xHKoH/494E941doaPOYg==$Ky+A30sewHIH3VHQLRN9vYsuzlgNyGNKCh37dy96Rqw=:COPdlNiIkrsacU5QoxydEuOH6e/KfiipeETb/bPw8ZIAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA=';
+-- Check that the invalid secrets were re-hashed. A re-hashed secret
+-- should not contain the original salt.
+SELECT rolname, rolpassword not like '%A6xHKoH/494E941doaPOYg==%' as is_rolpassword_rehashed
+    FROM pg_authid
+    WHERE rolname LIKE 'regress_passwd_sha_len%'
+    ORDER BY rolname;
+         rolname         | is_rolpassword_rehashed 
+-------------------------+-------------------------
+ regress_passwd_sha_len0 | f
+ regress_passwd_sha_len1 | t
+ regress_passwd_sha_len2 | t
+(3 rows)
+
+DROP ROLE regress_passwd1;
+ERROR:  role "regress_passwd1" does not exist
+DROP ROLE regress_passwd2;
+ERROR:  role "regress_passwd2" does not exist
+DROP ROLE regress_passwd3;
+DROP ROLE regress_passwd4;
+DROP ROLE regress_passwd5;
+DROP ROLE regress_passwd6;
+DROP ROLE regress_passwd7;
+DROP ROLE regress_passwd8;
+DROP ROLE regress_passwd9;
+DROP ROLE regress_passwd_empty;
+DROP ROLE regress_passwd_sha_len0;
+DROP ROLE regress_passwd_sha_len1;
+DROP ROLE regress_passwd_sha_len2;
+-- all entries should have been removed
+SELECT rolname, rolpassword
+    FROM pg_authid
+    WHERE rolname LIKE 'regress_passwd%'
+    ORDER BY rolname, rolpassword;
+ rolname | rolpassword 
+---------+-------------
+(0 rows)
+
-- 
2.42.0



  [text/x-diff] v5-0005-WIP-Use-fipshash-in-brin_multi-test.patch (5.1K, ../../[email protected]/5-v5-0005-WIP-Use-fipshash-in-brin_multi-test.patch)
  download | inline diff:
From 65b287b111fef67abed492c805519eb5c6b96efa Mon Sep 17 00:00:00 2001
From: Peter Eisentraut <[email protected]>
Date: Thu, 5 Oct 2023 14:45:35 +0200
Subject: [PATCH v4 5/5] WIP: Use fipshash in brin_multi test

---
 src/test/regress/expected/brin_multi.out | 24 ++++++++++++------------
 src/test/regress/sql/brin_multi.sql      |  4 ++--
 2 files changed, 14 insertions(+), 14 deletions(-)

diff --git a/src/test/regress/expected/brin_multi.out b/src/test/regress/expected/brin_multi.out
index 9f46934c9b..6773701c7e 100644
--- a/src/test/regress/expected/brin_multi.out
+++ b/src/test/regress/expected/brin_multi.out
@@ -740,19 +740,19 @@ RESET enable_seqscan;
 -- do some inequality tests for varlena data types
 CREATE TABLE brin_test_multi_2 (a UUID) WITH (fillfactor=10);
 INSERT INTO brin_test_multi_2
-SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT md5((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
+SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT fipshash((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
 CREATE INDEX brin_test_multi_2_idx ON brin_test_multi_2 USING brin (a uuid_minmax_multi_ops) WITH (pages_per_range=5);
 SET enable_seqscan=off;
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a < '33e75ff0-9dd6-01bb-e69f-351039152189';
  count 
 -------
-   195
+   156
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a > '33e75ff0-9dd6-01bb-e69f-351039152189';
  count 
 -------
-   792
+   844
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a <= 'f457c545-a9de-d88f-18ec-ee47145a72c0';
@@ -764,19 +764,19 @@ SELECT COUNT(*) FROM brin_test_multi_2 WHERE a <= 'f457c545-a9de-d88f-18ec-ee471
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a >= 'c51ce410-c124-a10e-0db5-e4b97fc2af39';
  count 
 -------
-   272
+   221
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a = 'cfcd2084-95d5-65ef-66e7-dff9f98764da';
  count 
 -------
-    12
+     0
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a = 'aab32389-22bc-c25a-6f60-6eb525ffdc56';
  count 
 -------
-    13
+     0
 (1 row)
 
 -- now do the same, but insert the rows with the indexes already created
@@ -784,17 +784,17 @@ SELECT COUNT(*) FROM brin_test_multi_2 WHERE a = 'aab32389-22bc-c25a-6f60-6eb525
 -- approach of adding rows into existing ranges
 TRUNCATE brin_test_multi_2;
 INSERT INTO brin_test_multi_2
-SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT md5((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
+SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT fipshash((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a < '33e75ff0-9dd6-01bb-e69f-351039152189';
  count 
 -------
-   195
+   156
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a > '33e75ff0-9dd6-01bb-e69f-351039152189';
  count 
 -------
-   792
+   844
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a <= 'f457c545-a9de-d88f-18ec-ee47145a72c0';
@@ -806,19 +806,19 @@ SELECT COUNT(*) FROM brin_test_multi_2 WHERE a <= 'f457c545-a9de-d88f-18ec-ee471
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a >= 'c51ce410-c124-a10e-0db5-e4b97fc2af39';
  count 
 -------
-   272
+   221
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a = 'cfcd2084-95d5-65ef-66e7-dff9f98764da';
  count 
 -------
-    12
+     0
 (1 row)
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a = 'aab32389-22bc-c25a-6f60-6eb525ffdc56';
  count 
 -------
-    13
+     0
 (1 row)
 
 DROP TABLE brin_test_multi_2;
diff --git a/src/test/regress/sql/brin_multi.sql b/src/test/regress/sql/brin_multi.sql
index d50dbdee68..5bca4fd350 100644
--- a/src/test/regress/sql/brin_multi.sql
+++ b/src/test/regress/sql/brin_multi.sql
@@ -545,7 +545,7 @@ CREATE INDEX brin_test_multi_1_idx_2 ON brin_test_multi_1 USING brin (b int8_min
 -- do some inequality tests for varlena data types
 CREATE TABLE brin_test_multi_2 (a UUID) WITH (fillfactor=10);
 INSERT INTO brin_test_multi_2
-SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT md5((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
+SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT fipshash((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
 
 CREATE INDEX brin_test_multi_2_idx ON brin_test_multi_2 USING brin (a uuid_minmax_multi_ops) WITH (pages_per_range=5);
 
@@ -570,7 +570,7 @@ CREATE INDEX brin_test_multi_2_idx ON brin_test_multi_2 USING brin (a uuid_minma
 
 TRUNCATE brin_test_multi_2;
 INSERT INTO brin_test_multi_2
-SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT md5((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
+SELECT v::uuid FROM (SELECT row_number() OVER (ORDER BY v) c, v FROM (SELECT fipshash((i/13)::text) AS v FROM generate_series(1,1000) s(i)) foo) bar ORDER BY c + 25 * random();
 
 SELECT COUNT(*) FROM brin_test_multi_2 WHERE a < '33e75ff0-9dd6-01bb-e69f-351039152189';
 
-- 
2.42.0



  [text/x-diff] v5-0006-allow-for-disabled-3DES.patch (1.5K, ../../[email protected]/6-v5-0006-allow-for-disabled-3DES.patch)
  download | inline diff:
diff --git a/contrib/pgcrypto/expected/3des_1.out b/contrib/pgcrypto/expected/3des_1.out
new file mode 100644
index 0000000000..fb1d1f6f0c
--- /dev/null
+++ b/contrib/pgcrypto/expected/3des_1.out
@@ -0,0 +1,29 @@
+--
+-- 3DES cipher
+--
+-- test vector from somewhere
+SELECT encrypt('\x8000000000000000',
+               '\x010101010101010101010101010101010101010101010101',
+               '3des-ecb/pad:none');
+ERROR:  encrypt error: Cipher cannot be initialized
+select encrypt('', 'foo', '3des');
+ERROR:  encrypt error: Cipher cannot be initialized
+-- 10 bytes key
+select encrypt('foo', '0123456789', '3des');
+ERROR:  encrypt error: Cipher cannot be initialized
+-- 22 bytes key
+select encrypt('foo', '0123456789012345678901', '3des');
+ERROR:  encrypt error: Cipher cannot be initialized
+-- decrypt
+select encode(decrypt(encrypt('foo', '0123456', '3des'), '0123456', '3des'), 'escape');
+ERROR:  encrypt error: Cipher cannot be initialized
+-- iv
+select encrypt_iv('foo', '0123456', 'abcd', '3des');
+ERROR:  encrypt_iv error: Cipher cannot be initialized
+select encode(decrypt_iv('\x50735067b073bb93', '0123456', 'abcd', '3des'), 'escape');
+ERROR:  decrypt_iv error: Cipher cannot be initialized
+-- long message
+select encrypt('Lets try a longer message.', '0123456789012345678901', '3des');
+ERROR:  encrypt error: Cipher cannot be initialized
+select encode(decrypt(encrypt('Lets try a longer message.', '0123456789012345678901', '3des'), '0123456789012345678901', '3des'), 'escape');
+ERROR:  encrypt error: Cipher cannot be initialized


  [text/x-diff] v5-0007-password-test-delta.patch (5.3K, ../../[email protected]/7-v5-0007-password-test-delta.patch)
  download | inline diff:
diff --git a/src/test/regress/expected/password.out b/src/test/regress/expected/password.out
index 8475231735..924d6e001d 100644
--- a/src/test/regress/expected/password.out
+++ b/src/test/regress/expected/password.out
@@ -12,8 +12,10 @@ SET password_encryption = 'md5'; -- ok
 SET password_encryption = 'scram-sha-256'; -- ok
 -- consistency of password entries
 SET password_encryption = 'md5';
-CREATE ROLE regress_passwd1 PASSWORD 'role_pwd1';
-CREATE ROLE regress_passwd2 PASSWORD 'role_pwd2';
+CREATE ROLE regress_passwd1;
+ALTER ROLE regress_passwd1 PASSWORD 'role_pwd1';
+CREATE ROLE regress_passwd2;
+ALTER ROLE regress_passwd2 PASSWORD 'role_pwd2';
 SET password_encryption = 'scram-sha-256';
 CREATE ROLE regress_passwd3 PASSWORD 'role_pwd3';
 CREATE ROLE regress_passwd4 PASSWORD NULL;
diff --git a/src/test/regress/expected/password_1.out b/src/test/regress/expected/password_1.out
index 3bb411949e..9d2cc94f37 100644
--- a/src/test/regress/expected/password_1.out
+++ b/src/test/regress/expected/password_1.out
@@ -12,9 +12,11 @@ SET password_encryption = 'md5'; -- ok
 SET password_encryption = 'scram-sha-256'; -- ok
 -- consistency of password entries
 SET password_encryption = 'md5';
-CREATE ROLE regress_passwd1 PASSWORD 'role_pwd1';
+CREATE ROLE regress_passwd1;
+ALTER ROLE regress_passwd1 PASSWORD 'role_pwd1';
 ERROR:  password encryption failed: unsupported
-CREATE ROLE regress_passwd2 PASSWORD 'role_pwd2';
+CREATE ROLE regress_passwd2;
+ALTER ROLE regress_passwd2 PASSWORD 'role_pwd2';
 ERROR:  password encryption failed: unsupported
 SET password_encryption = 'scram-sha-256';
 CREATE ROLE regress_passwd3 PASSWORD 'role_pwd3';
@@ -32,33 +34,33 @@ SELECT rolname, regexp_replace(rolpassword, '(SCRAM-SHA-256)\$(\d+):([a-zA-Z0-9+
     ORDER BY rolname, rolpassword;
      rolname     |                rolpassword_masked                 
 -----------------+---------------------------------------------------
+ regress_passwd1 | 
+ regress_passwd2 | 
  regress_passwd3 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
  regress_passwd4 | 
-(2 rows)
+(4 rows)
 
 -- Rename a role
 ALTER ROLE regress_passwd2 RENAME TO regress_passwd2_new;
-ERROR:  role "regress_passwd2" does not exist
 -- md5 entry should have been removed
 SELECT rolname, rolpassword
     FROM pg_authid
     WHERE rolname LIKE 'regress_passwd2_new'
     ORDER BY rolname, rolpassword;
- rolname | rolpassword 
----------+-------------
-(0 rows)
+       rolname       | rolpassword 
+---------------------+-------------
+ regress_passwd2_new | 
+(1 row)
 
 ALTER ROLE regress_passwd2_new RENAME TO regress_passwd2;
-ERROR:  role "regress_passwd2_new" does not exist
 -- Change passwords with ALTER USER. With plaintext or already-encrypted
 -- passwords.
 SET password_encryption = 'md5';
 -- encrypt with MD5
 ALTER ROLE regress_passwd2 PASSWORD 'foo';
-ERROR:  role "regress_passwd2" does not exist
+ERROR:  password encryption failed: unsupported
 -- already encrypted, use as they are
 ALTER ROLE regress_passwd1 PASSWORD 'md5cd3578025fe2c3d7ed1b9a9b26238b70';
-ERROR:  role "regress_passwd1" does not exist
 ALTER ROLE regress_passwd3 PASSWORD 'SCRAM-SHA-256$4096:VLK4RMaQLCvNtQ==$6YtlR4t69SguDiwFvbVgVZtuz6gpJQQqUMZ7IQJK5yI=:ps75jrHeYU4lXCcXI4O8oIdJ3eO8o2jirjruw9phBTo=';
 SET password_encryption = 'scram-sha-256';
 -- create SCRAM secret
@@ -83,6 +85,8 @@ SELECT rolname, regexp_replace(rolpassword, '(SCRAM-SHA-256)\$(\d+):([a-zA-Z0-9+
     ORDER BY rolname, rolpassword;
      rolname     |                rolpassword_masked                 
 -----------------+---------------------------------------------------
+ regress_passwd1 | md5cd3578025fe2c3d7ed1b9a9b26238b70
+ regress_passwd2 | 
  regress_passwd3 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
  regress_passwd4 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
  regress_passwd5 | md5e73a4b11df52a6068f8b39f90be36023
@@ -90,7 +94,7 @@ SELECT rolname, regexp_replace(rolpassword, '(SCRAM-SHA-256)\$(\d+):([a-zA-Z0-9+
  regress_passwd7 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
  regress_passwd8 | SCRAM-SHA-256$4096:<salt>$<storedkey>:<serverkey>
  regress_passwd9 | SCRAM-SHA-256$1024:<salt>$<storedkey>:<serverkey>
-(7 rows)
+(9 rows)
 
 -- An empty password is not allowed, in any form
 CREATE ROLE regress_passwd_empty PASSWORD '';
@@ -125,9 +129,7 @@ SELECT rolname, rolpassword not like '%A6xHKoH/494E941doaPOYg==%' as is_rolpassw
 (3 rows)
 
 DROP ROLE regress_passwd1;
-ERROR:  role "regress_passwd1" does not exist
 DROP ROLE regress_passwd2;
-ERROR:  role "regress_passwd2" does not exist
 DROP ROLE regress_passwd3;
 DROP ROLE regress_passwd4;
 DROP ROLE regress_passwd5;
diff --git a/src/test/regress/sql/password.sql b/src/test/regress/sql/password.sql
index 53e86b0b6c..bb82aa4aa2 100644
--- a/src/test/regress/sql/password.sql
+++ b/src/test/regress/sql/password.sql
@@ -10,8 +10,10 @@ SET password_encryption = 'scram-sha-256'; -- ok
 
 -- consistency of password entries
 SET password_encryption = 'md5';
-CREATE ROLE regress_passwd1 PASSWORD 'role_pwd1';
-CREATE ROLE regress_passwd2 PASSWORD 'role_pwd2';
+CREATE ROLE regress_passwd1;
+ALTER ROLE regress_passwd1 PASSWORD 'role_pwd1';
+CREATE ROLE regress_passwd2;
+ALTER ROLE regress_passwd2 PASSWORD 'role_pwd2';
 SET password_encryption = 'scram-sha-256';
 CREATE ROLE regress_passwd3 PASSWORD 'role_pwd3';
 CREATE ROLE regress_passwd4 PASSWORD NULL;


^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
  2023-11-15 20:29     ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
@ 2023-11-17 18:45       ` Peter Eisentraut <[email protected]>
  2024-04-19 03:50         ` Re: Allow tests to pass in OpenSSL FIPS mode Thomas Munro <[email protected]>
  0 siblings, 1 reply; 93+ messages in thread

From: Peter Eisentraut @ 2023-11-17 18:45 UTC (permalink / raw)
  To: Tom Lane <[email protected]>; Daniel Gustafsson <[email protected]>; +Cc: pgsql-hackers

On 15.11.23 21:29, Tom Lane wrote:
> Daniel Gustafsson <[email protected]> writes:
>> Since the 3DES/DES deprecations aren't limited to FIPS, do we want to do
>> anything for pgcrypto where we have DES/3DES encryption?  Maybe a doc patch
>> which mentions the deprecation with a link to the SP could be in order?
> 
> A docs patch that marks both MD5 and 3DES as deprecated is probably
> appropriate, but it seems like a matter for a separate thread and patch.
> 
> In the meantime, I've done a pass of review of Peter's v4 patches.
> v4-0001 is already committed, so that's not considered here.
> 
> v4-0002: I think it is worth splitting up contrib/pgcrypto's
> pgp-encrypt test, which has only one test case whose output changes,
> and a bunch of others that don't.  v5-0002, attached, does it
> like that.  It's otherwise the same as v4.
> 
> (It might be worth doing something similar for uuid_ossp's test,
> but I have not bothered here.  That test script is stable enough
> that I'm not too worried about future maintenance.)
> 
> The attached 0003, 0004, 0005 patches are identical to Peter's.
> I think that it is possibly worth modifying the password test so that
> we don't fail to create the roles, so as to reduce the delta between
> password.out and password_1.out (and thereby ease future maintenance
> of those files).  However you might disagree, so I split my proposal
> out as a separate patch v5-0007-password-test-delta.patch; you can
> drop that from the set if you don't like it.
> 
> v5-0006-allow-for-disabled-3DES.patch adds the necessary expected
> file to make that pass on my Fedora 38 system.
> 
> With or without 0007, as you choose, I think it's committable.

All done, thanks.







^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
  2023-11-15 20:29     ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-17 18:45       ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
@ 2024-04-19 03:50         ` Thomas Munro <[email protected]>
  2024-04-19 04:00           ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  0 siblings, 1 reply; 93+ messages in thread

From: Thomas Munro @ 2024-04-19 03:50 UTC (permalink / raw)
  To: Peter Eisentraut <[email protected]>; +Cc: Tom Lane <[email protected]>; Daniel Gustafsson <[email protected]>; pgsql-hackers

On Sat, Nov 18, 2023 at 7:46 AM Peter Eisentraut <[email protected]> wrote:
> All done, thanks.

Probably not this thread's fault, but following the breadcrumbs to the
last thread to touch the relevant test lines in
authentication/001_password, is it expected that we have these
warnings?

psql:<stdin>:1: WARNING:  roles created by regression test cases
should have names starting with "regress_"






^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
  2023-11-15 20:29     ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-17 18:45       ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2024-04-19 03:50         ` Re: Allow tests to pass in OpenSSL FIPS mode Thomas Munro <[email protected]>
@ 2024-04-19 04:00           ` Tom Lane <[email protected]>
  2024-04-19 04:12             ` Re: Allow tests to pass in OpenSSL FIPS mode Thomas Munro <[email protected]>
  0 siblings, 1 reply; 93+ messages in thread

From: Tom Lane @ 2024-04-19 04:00 UTC (permalink / raw)
  To: Thomas Munro <[email protected]>; +Cc: Peter Eisentraut <[email protected]>; Daniel Gustafsson <[email protected]>; pgsql-hackers

Thomas Munro <[email protected]> writes:
> Probably not this thread's fault, but following the breadcrumbs to the
> last thread to touch the relevant test lines in
> authentication/001_password, is it expected that we have these
> warnings?

> psql:<stdin>:1: WARNING:  roles created by regression test cases
> should have names starting with "regress_"

I think the policy is that we enforce that for cases reachable
via "make installcheck" (to avoid possibly clobbering global
objects in a live installation), but not for cases only reachable
via "make check", such as TAP tests.  So I'm not that concerned
about this, although if someone is feeling anal enough to rename
the test role I won't stand in the way.

			regards, tom lane






^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
  2023-11-15 20:29     ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
  2023-11-17 18:45       ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
  2024-04-19 03:50         ` Re: Allow tests to pass in OpenSSL FIPS mode Thomas Munro <[email protected]>
  2024-04-19 04:00           ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
@ 2024-04-19 04:12             ` Thomas Munro <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Thomas Munro @ 2024-04-19 04:12 UTC (permalink / raw)
  To: Tom Lane <[email protected]>; +Cc: Peter Eisentraut <[email protected]>; Daniel Gustafsson <[email protected]>; pgsql-hackers

On Fri, Apr 19, 2024 at 4:00 PM Tom Lane <[email protected]> wrote:
> Thomas Munro <[email protected]> writes:
> > Probably not this thread's fault, but following the breadcrumbs to the
> > last thread to touch the relevant test lines in
> > authentication/001_password, is it expected that we have these
> > warnings?
>
> > psql:<stdin>:1: WARNING:  roles created by regression test cases
> > should have names starting with "regress_"
>
> I think the policy is that we enforce that for cases reachable
> via "make installcheck" (to avoid possibly clobbering global
> objects in a live installation), but not for cases only reachable
> via "make check", such as TAP tests.  So I'm not that concerned
> about this, although if someone is feeling anal enough to rename
> the test role I won't stand in the way.

Got it, thanks.  Not me, just asking.






^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* Re: Allow tests to pass in OpenSSL FIPS mode
  2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
@ 2025-09-14 19:02 ` Tom Lane <[email protected]>
  2 siblings, 0 replies; 93+ messages in thread

From: Tom Lane @ 2025-09-14 19:02 UTC (permalink / raw)
  To: Peter Eisentraut <[email protected]>; +Cc: pgsql-hackers; [email protected]

[ blast-from-the-past department ]

I wrote:
> Peter Eisentraut <[email protected]> writes:
>> I suggest that if there are no other concerns, we proceed with the patch 
>> set as is for now.

> After thinking about it for awhile, I guess I'm okay with only
> bothering to provide expected-files for FIPS failures under OpenSSL
> 3.x (which is how your patch is set up, I believe).  While there are
> certainly still LTS platforms with 1.x, we don't have to consider FIPS
> mode on them to be a supported case.

I see that Mark W. has just spun up a couple of BF animals running
FIPS mode under SLES 15 (goshawk and shoebill).  Not too surprisingly,
they are failing the MD5 test:

 select md5('') = 'd41d8cd98f00b204e9800998ecf8427e' AS "TRUE";
-ERROR:  could not compute MD5 hash: unsupported
+ERROR:  could not compute MD5 hash: disabled for FIPS
 select md5('a') = '0cc175b9c0f1b6a831c399e269772661' AS "TRUE";
-ERROR:  could not compute MD5 hash: unsupported
+ERROR:  could not compute MD5 hash: disabled for FIPS
(etc etc)

Should we revisit the decision to not support this spelling
of the error message?  SLES 15 has got another decade or so
of support according to wikipedia [1], so it's hard to call it
a dead platform.

It looks like it'd be easy enough to generate the required
alternate expected-file, just s/unsupported/disabled for FIPS/g.
Happy to take care of this if there are not objections.

			regards, tom lane

[1] https://en.wikipedia.org/wiki/SUSE_Linux_Enterprise#End-of-support_schedule





^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 05/11] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index e1449654f96..2321f66d871 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1634,6 +1634,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1648,7 +1649,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1768,6 +1788,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3830,6 +3854,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index de547a8cb37..590e33833f2 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1334,6 +1334,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4254,28 +4255,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v37-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 5/8] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index fef86b4cca3..5b7bf626c32 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1580,6 +1580,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1594,7 +1595,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1662,6 +1682,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3670,6 +3694,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index e4bc2c93145..6dfad8a8102 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1320,6 +1320,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4242,28 +4243,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v39-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 05/11] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index e1449654f96..2321f66d871 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1634,6 +1634,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1648,7 +1649,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1768,6 +1788,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3830,6 +3854,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index de547a8cb37..590e33833f2 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1334,6 +1334,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4254,28 +4255,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v37-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 05/11] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index af3935b0078..ad5c8274af0 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1634,6 +1634,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1648,7 +1649,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1768,6 +1788,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3830,6 +3854,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index 46b9add0604..e5ef41710a0 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1334,6 +1334,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4256,28 +4257,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v38-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 05/11] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index af3935b0078..ad5c8274af0 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1634,6 +1634,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1648,7 +1649,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1768,6 +1788,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3830,6 +3854,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index 46b9add0604..e5ef41710a0 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1334,6 +1334,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4256,28 +4257,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v38-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 5/8] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index fef86b4cca3..5b7bf626c32 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1580,6 +1580,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1594,7 +1595,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1662,6 +1682,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3670,6 +3694,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index e4bc2c93145..6dfad8a8102 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1320,6 +1320,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4242,28 +4243,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v39-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 05/11] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index af3935b0078..ad5c8274af0 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1634,6 +1634,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1648,7 +1649,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1768,6 +1788,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3830,6 +3854,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index 46b9add0604..e5ef41710a0 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1334,6 +1334,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4256,28 +4257,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v38-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 05/11] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index e1449654f96..2321f66d871 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1634,6 +1634,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1648,7 +1649,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1768,6 +1788,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3830,6 +3854,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index de547a8cb37..590e33833f2 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1334,6 +1334,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4254,28 +4255,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v37-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 5/8] Add Incremental View Maintenance support to psql
@ 2026-05-29 09:05 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:05 UTC (permalink / raw)

Add tab completion and meta-command output for IVM.
---
 src/bin/psql/describe.c        | 32 +++++++++++++++++++++++++++++++-
 src/bin/psql/tab-complete.in.c | 30 ++++++++++++++++++------------
 2 files changed, 49 insertions(+), 13 deletions(-)

diff --git a/src/bin/psql/describe.c b/src/bin/psql/describe.c
index fef86b4cca3..5b7bf626c32 100644
--- a/src/bin/psql/describe.c
+++ b/src/bin/psql/describe.c
@@ -1580,6 +1580,7 @@ describeOneTableDetails(const char *schemaname,
 		char		relpersistence;
 		char		relreplident;
 		char	   *relam;
+		bool		isivm;
 	}			tableinfo;
 	bool		show_column_details = false;
 
@@ -1594,7 +1595,26 @@ describeOneTableDetails(const char *schemaname,
 	/* Get general table info */
 	printfPQExpBuffer(&buf, "/* %s */\n",
 					  _("Get general information about one relation"));
-	if (pset.sversion >= 120000)
+	if (pset.sversion >= 200000)
+	{
+		printfPQExpBuffer(&buf,
+						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
+						  "c.relhastriggers, c.relrowsecurity, c.relforcerowsecurity, "
+						  "false AS relhasoids, c.relispartition, %s, c.reltablespace, "
+						  "CASE WHEN c.reloftype = 0 THEN '' ELSE c.reloftype::pg_catalog.regtype::pg_catalog.text END, "
+						  "c.relpersistence, c.relreplident, am.amname, "
+						  "c.relisivm\n"
+						  "FROM pg_catalog.pg_class c\n "
+						  "LEFT JOIN pg_catalog.pg_class tc ON (c.reltoastrelid = tc.oid)\n"
+						  "LEFT JOIN pg_catalog.pg_am am ON (c.relam = am.oid)\n"
+						  "WHERE c.oid = '%s';",
+						  (verbose ?
+						   "pg_catalog.array_to_string(c.reloptions || "
+						   "array(select 'toast.' || x from pg_catalog.unnest(tc.reloptions) x), ', ')\n"
+						   : "''"),
+						  oid);
+	}
+	else if (pset.sversion >= 120000)
 	{
 		appendPQExpBuffer(&buf,
 						  "SELECT c.relchecks, c.relkind, c.relhasindex, c.relhasrules, "
@@ -1662,6 +1682,10 @@ describeOneTableDetails(const char *schemaname,
 			NULL : pg_strdup(PQgetvalue(res, 0, 14));
 	else
 		tableinfo.relam = NULL;
+	if (pset.sversion >= 200000)
+		tableinfo.isivm = strcmp(PQgetvalue(res, 0, 15), "t") == 0;
+	else
+		tableinfo.isivm = false;
 	PQclear(res);
 	res = NULL;
 
@@ -3670,6 +3694,12 @@ describeOneTableDetails(const char *schemaname,
 			printfPQExpBuffer(&buf, _("Access method: %s"), tableinfo.relam);
 			printTableAddFooter(&cont, buf.data);
 		}
+
+		/* Incremental view maintance info */
+		if (verbose && tableinfo.relkind == RELKIND_MATVIEW && tableinfo.isivm)
+		{
+			printTableAddFooter(&cont, _("Incremental view maintenance: yes"));
+		}
 	}
 
 	/* reloptions, if verbose */
diff --git a/src/bin/psql/tab-complete.in.c b/src/bin/psql/tab-complete.in.c
index e4bc2c93145..6dfad8a8102 100644
--- a/src/bin/psql/tab-complete.in.c
+++ b/src/bin/psql/tab-complete.in.c
@@ -1320,6 +1320,7 @@ static const pgsql_thing_t words_after_create[] = {
 	{"FOREIGN TABLE", NULL, NULL, NULL},
 	{"FUNCTION", NULL, NULL, Query_for_list_of_functions},
 	{"GROUP", Query_for_list_of_roles},
+	{"INCREMENTAL MATERIALIZED VIEW", NULL, NULL, &Query_for_list_of_matviews, NULL, THING_NO_DROP | THING_NO_ALTER},
 	{"INDEX", NULL, NULL, &Query_for_list_of_indexes},
 	{"LANGUAGE", Query_for_list_of_languages},
 	{"LARGE OBJECT", NULL, NULL, NULL, NULL, THING_NO_CREATE | THING_NO_DROP},
@@ -4242,28 +4243,33 @@ match_previous_words(int pattern_id,
 		COMPLETE_WITH("SELECT");
 
 /* CREATE MATERIALIZED VIEW */
-	else if (Matches("CREATE", "MATERIALIZED"))
+	else if (Matches("CREATE", "MATERIALIZED") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED"))
 		COMPLETE_WITH("VIEW");
-	/* Complete CREATE MATERIALIZED VIEW <name> with AS or USING */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny))
-		COMPLETE_WITH("AS", "USING");
 
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> with AS or USING */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny))
+		COMPLETE_WITH("AS", "USING");
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> USING with list of access
-	 * methods
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING with list
+	 * of access methods
 	 */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING"))
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING"))
 		COMPLETE_WITH_QUERY(Query_for_list_of_table_access_methods);
-	/* Complete CREATE MATERIALIZED VIEW <name> USING <access method> with AS */
-	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
+	/* Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> USING <am> with AS */
+	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny) ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny))
 		COMPLETE_WITH("AS");
-
 	/*
-	 * Complete CREATE MATERIALIZED VIEW <name> [USING <access method> ] AS
+	 * Complete CREATE [INCREMENTAL] MATERIALIZED VIEW <name> [USING <am>] AS
 	 * with "SELECT"
 	 */
 	else if (Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
-			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
+			 Matches("CREATE", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "AS") ||
+			 Matches("CREATE", "INCREMENTAL", "MATERIALIZED", "VIEW", MatchAny, "USING", MatchAny, "AS"))
 		COMPLETE_WITH("SELECT");
 
 /* CREATE EVENT TRIGGER */
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Disposition: attachment;
 filename="v39-0004-Add-Incremental-View-Maintenance-support-to-pg_d.patch"
Content-Transfer-Encoding: 7bit



^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 6/8] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 3a89149016f..0e6cb5493d2 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2973,6 +2977,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5304,6 +5309,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 95abaf4890c..95e974e1138 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1811,6 +1812,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 3cb84359adf..65a739af22a 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12718,4 +12718,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 06/11] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 3a89149016f..0e6cb5493d2 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2973,6 +2977,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5304,6 +5309,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 472db112fa7..920b62d254d 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1811,6 +1812,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 73bb7fbb430..88399513f87 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12698,4 +12698,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 06/11] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 5586fbe5b07..302a4822d50 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2971,6 +2975,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5301,6 +5306,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index a1845240a98..99bc709959a 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1804,6 +1805,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index be157a5fbe9..b8722eea7a4 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12693,4 +12693,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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 filename="v37-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 6/8] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 3a89149016f..0e6cb5493d2 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2973,6 +2977,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5304,6 +5309,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 95abaf4890c..95e974e1138 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1811,6 +1812,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 3cb84359adf..65a739af22a 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12718,4 +12718,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v39-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 06/11] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 5586fbe5b07..302a4822d50 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2971,6 +2975,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5301,6 +5306,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index a1845240a98..99bc709959a 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1804,6 +1805,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index be157a5fbe9..b8722eea7a4 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12693,4 +12693,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 06/11] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 3a89149016f..0e6cb5493d2 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2973,6 +2977,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5304,6 +5309,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 472db112fa7..920b62d254d 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1811,6 +1812,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 73bb7fbb430..88399513f87 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12698,4 +12698,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v39 6/8] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 3a89149016f..0e6cb5493d2 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2973,6 +2977,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5304,6 +5309,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 95abaf4890c..95e974e1138 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1811,6 +1812,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 3cb84359adf..65a739af22a 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12718,4 +12718,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Fri__3_Jul_2026_19_11_16_+0900_CskxSIu_iGcDMEyM
Content-Type: text/x-diff;
 name="v39-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v38 06/11] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 3a89149016f..0e6cb5493d2 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2973,6 +2977,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5304,6 +5309,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index 472db112fa7..920b62d254d 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1811,6 +1812,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 73bb7fbb430..88399513f87 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12698,4 +12698,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Wed__1_Jul_2026_00_04_01_+0900_OVSy2WWK_9aByzDJ
Content-Type: text/x-diff;
 name="v38-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v38-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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^ permalink  raw  reply  [nested|flat] 93+ messages in thread

* [PATCH v37 06/11] Add Incremental View Maintenance support
@ 2026-05-29 09:06 Yugo Nagata <[email protected]>
  0 siblings, 0 replies; 93+ messages in thread

From: Yugo Nagata @ 2026-05-29 09:06 UTC (permalink / raw)

In this implementation, AFTER triggers are used to collect
tuplestores containing transition table contents. When multiple tables
are changed, multiple AFTER triggers are invoked, then the final AFTER
trigger performs actual update of the matview. In addition, BEFORE
triggers are also used to handle global information for view
maintenance.

To calculate view deltas, we need both pre-state and post-state of base
tables. Post-update states are available in AFTER trigger, and pre-update
states can be calculated by removing inserted tuples and appending deleted
tuples. Insterted tuples are filtered using the snapshot taken before
table modification, and deleted tuples are contained in the old transition
table.

Incrementally Maintainable Materialized Views (IMMV) can contain
duplicated tuples.

This patch also allows self-join, simultaneous updates of more than
one base table, and multiple updates of the same base table.
---
 src/backend/access/transam/xact.c             |    8 +
 src/backend/commands/createas.c               |  709 +++++++
 src/backend/commands/matview.c                | 1835 ++++++++++++++++-
 src/backend/commands/tablecmds.c              |    4 +
 .../utils/activity/wait_event_names.txt       |    1 +
 src/include/catalog/pg_proc.dat               |   10 +
 src/include/commands/createas.h               |    4 +
 src/include/commands/matview.h                |   11 +
 src/include/storage/lwlocklist.h              |    1 +
 src/include/storage/subsystemlist.h           |    3 +
 10 files changed, 2548 insertions(+), 38 deletions(-)

diff --git a/src/backend/access/transam/xact.c b/src/backend/access/transam/xact.c
index 5586fbe5b07..302a4822d50 100644
--- a/src/backend/access/transam/xact.c
+++ b/src/backend/access/transam/xact.c
@@ -37,6 +37,7 @@
 #include "catalog/pg_enum.h"
 #include "catalog/storage.h"
 #include "commands/async.h"
+#include "commands/matview.h"
 #include "commands/tablecmds.h"
 #include "commands/trigger.h"
 #include "common/pg_prng.h"
@@ -2322,6 +2323,9 @@ CommitTransaction(void)
 	CallXactCallbacks(is_parallel_worker ? XACT_EVENT_PARALLEL_PRE_COMMIT
 					  : XACT_EVENT_PRE_COMMIT);
 
+	/* Store the transaction ID that updated the view incrementally */
+	AtPreCommit_IVM();
+
 	/*
 	 * If this xact has started any unfinished parallel operation, clean up
 	 * its workers, warning about leaked resources.  (But we don't actually
@@ -2971,6 +2975,7 @@ AbortTransaction(void)
 	AtAbort_Notify();
 	AtEOXact_RelationMap(false, is_parallel_worker);
 	AtAbort_Twophase();
+	AtAbort_IVM(InvalidSubTransactionId);
 
 	/*
 	 * Advertise the fact that we aborted in pg_xact (assuming that we got as
@@ -5301,6 +5306,9 @@ AbortSubTransaction(void)
 
 	UnlockBuffers();
 
+	/* Clean up hash entries for incremental view maintenance */
+	AtAbort_IVM(s->subTransactionId);
+
 	/* Reset WAL record construction state */
 	XLogResetInsertion();
 
diff --git a/src/backend/commands/createas.c b/src/backend/commands/createas.c
index 6dbb831ca89..a499688b79d 100644
--- a/src/backend/commands/createas.c
+++ b/src/backend/commands/createas.c
@@ -29,18 +29,32 @@
 #include "access/tableam.h"
 #include "access/xact.h"
 #include "catalog/namespace.h"
+#include "catalog/index.h"
+#include "catalog/pg_am_d.h"
+#include "catalog/pg_constraint.h"
+#include "catalog/pg_inherits.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/toasting.h"
 #include "commands/createas.h"
+#include "commands/defrem.h"
 #include "commands/matview.h"
 #include "commands/prepare.h"
 #include "commands/tablecmds.h"
+#include "commands/tablespace.h"
+#include "commands/trigger.h"
 #include "commands/view.h"
 #include "executor/execdesc.h"
 #include "executor/executor.h"
+#include "miscadmin.h"
 #include "nodes/makefuncs.h"
 #include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "optimizer/optimizer.h"
+#include "optimizer/prep.h"
 #include "parser/analyze.h"
+#include "parser/parser.h"
+#include "parser/parsetree.h"
+#include "parser/parse_clause.h"
 #include "rewrite/rewriteHandler.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
@@ -70,6 +84,12 @@ static bool intorel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void intorel_shutdown(DestReceiver *self);
 static void intorel_destroy(DestReceiver *self);
 
+static void CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock);
+static void CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock);
+static void check_ivm_restriction(Node *node);
+static bool check_ivm_restriction_walker(Node *node, void *context);
+static Bitmapset *get_primary_key_attnos_from_query(Query *query, List **constraintList);
 
 /*
  * create_ctas_internal
@@ -277,6 +297,18 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		into->skipData = true;
 	}
 
+	if (is_matview && into->ivm)
+	{
+		/* check if the query is supported in IMMV definition */
+		if (contain_mutable_functions((Node *) query))
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("mutable function is not supported on incrementally maintainable materialized view"),
+					 errhint("functions must be marked IMMUTABLE")));
+
+		check_ivm_restriction((Node *) query);
+	}
+
 	if (into->skipData)
 	{
 		/*
@@ -287,15 +319,36 @@ ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *stmt,
 		 */
 		address = create_ctas_nodata(query->targetList, into);
 
+		/*
+		 * For IVM, mark the matview before refresh so RelationIsIVM()
+		 * returns true inside RefreshMatViewByOid.
+		 */
+		if (is_matview && into->ivm)
+		{
+			Relation matviewRel = table_open(address.objectId, NoLock);
+
+			SetMatViewIVMState(matviewRel, true);
+			table_close(matviewRel, NoLock);
+			CommandCounterIncrement();
+		}
+
 		/*
 		 * For materialized views, reuse the REFRESH logic, which locks down
 		 * security-restricted operations and restricts the search_path.  This
 		 * reduces the chance that a subsequent refresh will fail.
 		 */
 		if (do_refresh)
+		{
 			RefreshMatViewByOid(address.objectId, true, false, false,
 								pstate->p_sourcetext, qc);
 
+			if (is_matview && into->ivm && IsolationUsesXactSnapshot())
+				ereport(WARNING,
+						(errmsg("inconsistent view can be created in isolation level SERIALIZABLE or REPEATABLE READ"),
+						 errdetail("The view may not include effects of a concurrent transaction."),
+						 errhint("The view with incremental maintenance should be created in isolation level READ COMMITTED, "
+								 "or refreshed manually to make sure the view is consistent.")));
+		}
 	}
 	else
 	{
@@ -635,3 +688,659 @@ intorel_destroy(DestReceiver *self)
 {
 	pfree(self);
 }
+
+/*
+ * CreateIvmTriggersOnBaseTables -- create IVM triggers on all base tables
+ */
+void
+CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid)
+{
+	List   *relids = NIL;
+	bool	ex_lock = false;
+	RangeTblEntry *rte;
+
+	/* Immediately return if we don't have any base tables. */
+	if (list_length(qry->rtable) < 1)
+		return;
+
+	/*
+	 * If the view has more than one base tables, we need an exclusive lock
+	 * on the view so that the view would be maintained serially to avoid
+	 * the inconsistency that occurs when two base tables are modified in
+	 * concurrent transactions. However, if the view has only one table,
+	 * we can use a weaker lock.
+	 *
+	 * The type of lock should be determined here, because if we check the
+	 * view definition at maintenance time, we need to acquire a weaker lock,
+	 * and upgrading the lock level after this increases probability of
+	 * deadlock.
+	 */
+
+	rte = list_nth(qry->rtable, 0);
+	if (list_length(qry->rtable) > 1 || rte->rtekind != RTE_RELATION)
+		ex_lock = true;
+
+	CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)qry, matviewOid, &relids, ex_lock);
+
+	list_free(relids);
+}
+
+static void
+CreateIvmTriggersOnBaseTablesRecurse(Query *qry, Node *node, Oid matviewOid,
+									 List **relids, bool ex_lock)
+{
+	if (node == NULL)
+		return;
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *query = (Query *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, (Node *)query->jointree, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_RangeTblRef:
+			{
+				int			rti = ((RangeTblRef *) node)->rtindex;
+				RangeTblEntry *rte = rt_fetch(rti, qry->rtable);
+
+				if (rte->rtekind == RTE_RELATION && !list_member_oid(*relids, rte->relid))
+				{
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_BEFORE, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_BEFORE, true);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_INSERT, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_DELETE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_UPDATE, TRIGGER_TYPE_AFTER, ex_lock);
+					CreateIvmTrigger(rte->relid, matviewOid, TRIGGER_TYPE_TRUNCATE, TRIGGER_TYPE_AFTER, true);
+
+					*relids = lappend_oid(*relids, rte->relid);
+				}
+			}
+			break;
+
+		case T_FromExpr:
+			{
+				FromExpr   *f = (FromExpr *) node;
+				ListCell   *l;
+
+				foreach(l, f->fromlist)
+					CreateIvmTriggersOnBaseTablesRecurse(qry, lfirst(l), matviewOid, relids, ex_lock);
+			}
+			break;
+
+		case T_JoinExpr:
+			{
+				JoinExpr   *j = (JoinExpr *) node;
+
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->larg, matviewOid, relids, ex_lock);
+				CreateIvmTriggersOnBaseTablesRecurse(qry, j->rarg, matviewOid, relids, ex_lock);
+			}
+			break;
+
+		default:
+			elog(ERROR, "unrecognized node type: %d", (int) nodeTag(node));
+	}
+}
+
+/*
+ * CreateIvmTrigger -- create IVM trigger on a base table
+ */
+static void
+CreateIvmTrigger(Oid relOid, Oid viewOid, int16 type, int16 timing, bool ex_lock)
+{
+	ObjectAddress	refaddr;
+	ObjectAddress	address;
+	CreateTrigStmt *ivm_trigger;
+	List *transitionRels = NIL;
+
+	Assert(timing == TRIGGER_TYPE_BEFORE || timing == TRIGGER_TYPE_AFTER);
+
+	refaddr.classId = RelationRelationId;
+	refaddr.objectId = viewOid;
+	refaddr.objectSubId = 0;
+
+	ivm_trigger = makeNode(CreateTrigStmt);
+	ivm_trigger->relation = NULL;
+	ivm_trigger->row = false;
+
+	ivm_trigger->timing = timing;
+	ivm_trigger->events = type;
+
+	switch (type)
+	{
+		case TRIGGER_TYPE_INSERT:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_ins_before" : "IVM_trigger_ins_after");
+			break;
+		case TRIGGER_TYPE_DELETE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_del_before" : "IVM_trigger_del_after");
+			break;
+		case TRIGGER_TYPE_UPDATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_upd_before" : "IVM_trigger_upd_after");
+			break;
+		case TRIGGER_TYPE_TRUNCATE:
+			ivm_trigger->trigname = (timing == TRIGGER_TYPE_BEFORE ? "IVM_trigger_truncate_before" : "IVM_trigger_truncate_after");
+			break;
+		default:
+			elog(ERROR, "unsupported trigger type");
+	}
+
+	if (timing == TRIGGER_TYPE_AFTER)
+	{
+		if (type == TRIGGER_TYPE_INSERT || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_newtable";
+			n->isNew = true;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+		if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		{
+			TriggerTransition *n = makeNode(TriggerTransition);
+			n->name = "__ivm_oldtable";
+			n->isNew = false;
+			n->isTable = true;
+
+			transitionRels = lappend(transitionRels, n);
+		}
+	}
+
+	/*
+	 * XXX: When using DELETE or UPDATE, we must use exclusive lock for now
+	 * because apply_old_delta(_with_count) uses ctid to identify the tuple
+	 * to be deleted/deleted, but doesn't work in concurrent situations.
+	 *
+	 * If the view doesn't have aggregate, distinct, or tuple duplicate,
+	 * then it would work even in concurrent situations. However, we don't have
+	 * any way to guarantee the view has a unique key before opening the IMMV
+	 * at the maintenance time because users may drop the unique index.
+	 */
+
+	if (type == TRIGGER_TYPE_DELETE || type == TRIGGER_TYPE_UPDATE)
+		ex_lock = true;
+
+	ivm_trigger->funcname =
+		(timing == TRIGGER_TYPE_BEFORE ? SystemFuncName("IVM_immediate_before") : SystemFuncName("IVM_immediate_maintenance"));
+
+	ivm_trigger->columns = NIL;
+	ivm_trigger->transitionRels = transitionRels;
+	ivm_trigger->whenClause = NULL;
+	ivm_trigger->isconstraint = false;
+	ivm_trigger->deferrable = false;
+	ivm_trigger->initdeferred = false;
+	ivm_trigger->constrrel = NULL;
+	ivm_trigger->args = list_make2(
+		makeString(DatumGetPointer(DirectFunctionCall1(oidout, ObjectIdGetDatum(viewOid)))),
+		makeString(DatumGetPointer(DirectFunctionCall1(boolout, BoolGetDatum(ex_lock))))
+		);
+
+	address = CreateTrigger(ivm_trigger, NULL, relOid, InvalidOid, InvalidOid,
+						 InvalidOid, InvalidOid, InvalidOid, NULL, true, false);
+
+	recordDependencyOn(&address, &refaddr, DEPENDENCY_AUTO);
+
+	/* Make changes-so-far visible */
+	CommandCounterIncrement();
+}
+
+/*
+ * check_ivm_restriction --- look for specify nodes in the query tree
+ */
+static void
+check_ivm_restriction(Node *node)
+{
+	check_ivm_restriction_walker(node, NULL);
+}
+
+static bool
+check_ivm_restriction_walker(Node *node, void *context)
+{
+	if (node == NULL)
+		return false;
+
+	/*
+	 * We currently don't support Sub-Query.
+	 */
+	if (IsA(node, SubPlan) || IsA(node, SubLink))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+	/* This can recurse, so check for excessive recursion */
+	check_stack_depth();
+
+	switch (nodeTag(node))
+	{
+		case T_Query:
+			{
+				Query *qry = (Query *)node;
+				ListCell   *lc;
+				List       *vars;
+
+				/* if contained CTE, return error */
+				if (qry->cteList != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("CTE is not supported on incrementally maintainable materialized view")));
+				if (qry->havingQual != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg(" HAVING clause is not supported on incrementally maintainable materialized view")));
+				if (qry->sortClause != NIL)	/* There is a possibility that we don't need to return an error */
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("ORDER BY clause is not supported on incrementally maintainable materialized view")));
+				if (qry->limitOffset != NULL || qry->limitCount != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("LIMIT/OFFSET clause is not supported on incrementally maintainable materialized view")));
+				if (qry->distinctClause)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT is not supported on incrementally maintainable materialized view")));
+				if (qry->hasDistinctOn)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("DISTINCT ON is not supported on incrementally maintainable materialized view")));
+				if (qry->hasWindowFuncs)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("window functions are not supported on incrementally maintainable materialized view")));
+				if (qry->groupingSets != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("GROUPING SETS, ROLLUP, or CUBE clauses is not supported on incrementally maintainable materialized view")));
+				if (qry->setOperations != NULL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("UNION/INTERSECT/EXCEPT statements are not supported on incrementally maintainable materialized view")));
+				if (list_length(qry->targetList) == 0)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("empty target list is not supported on incrementally maintainable materialized view")));
+				if (qry->rowMarks != NIL)
+					ereport(ERROR,
+							(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+							 errmsg("FOR UPDATE/SHARE clause is not supported on incrementally maintainable materialized view")));
+
+				/* system column restrictions */
+				vars = pull_vars_of_level((Node *) qry, 0);
+				foreach(lc, vars)
+				{
+					if (IsA(lfirst(lc), Var))
+					{
+						Var *var = (Var *) lfirst(lc);
+						/* if system column, return error */
+						if (var->varattno < 0)
+							ereport(ERROR,
+									(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+									 errmsg("system column is not supported on incrementally maintainable materialized view")));
+					}
+				}
+
+				/* check if type in the target list had an equality operator */
+				foreach(lc, qry->targetList)
+				{
+					TargetEntry *tle = (TargetEntry *) lfirst(lc);
+					Oid             atttype = exprType((Node *) tle->expr);
+					Oid             opclass;
+
+					opclass = GetDefaultOpClass(atttype, BTREE_AM_OID);
+					if (!OidIsValid(opclass))
+						ereport(ERROR,
+								(errcode(ERRCODE_UNDEFINED_OBJECT),
+								 errmsg("data type %s has no default operator class for access method \"%s\"",
+									format_type_be(atttype), "btree")));
+				}
+
+				/* restrictions for rtable */
+				foreach(lc, qry->rtable)
+				{
+					RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+					if (rte->subquery)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("subquery is not supported on incrementally maintainable materialized view")));
+
+					if (rte->tablesample != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("TABLESAMPLE clause is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_PARTITIONED_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitioned table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && has_superclass(rte->relid))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("partitions is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_RELATION && find_inheritance_children(rte->relid, NoLock) != NIL)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("inheritance parent is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_FOREIGN_TABLE)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("foreign table is not supported on incrementally maintainable materialized view")));
+
+					if (rte->relkind == RELKIND_VIEW ||
+						rte->relkind == RELKIND_MATVIEW)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VIEW or MATERIALIZED VIEW is not supported on incrementally maintainable materialized view")));
+
+					if (rte->rtekind == RTE_VALUES)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("VALUES is not supported on incrementally maintainable materialized view")));
+
+				}
+
+				query_tree_walker(qry, check_ivm_restriction_walker, NULL, QTW_IGNORE_RANGE_TABLE);
+
+				break;
+			}
+		case T_TargetEntry:
+			{
+				TargetEntry *tle = (TargetEntry *)node;
+				if (isIvmName(tle->resname))
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("column name %s is not supported on incrementally maintainable materialized view", tle->resname)));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+				break;
+			}
+		case T_JoinExpr:
+			{
+				JoinExpr *joinexpr = (JoinExpr *)node;
+
+				if (joinexpr->jointype > JOIN_INNER)
+						ereport(ERROR,
+								(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+								 errmsg("OUTER JOIN is not supported on incrementally maintainable materialized view")));
+
+				expression_tree_walker(node, check_ivm_restriction_walker, NULL);
+			}
+			break;
+		case T_Aggref:
+			ereport(ERROR,
+					(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+					 errmsg("aggregate function is not supported on incrementally maintainable materialized view")));
+			break;
+		default:
+			expression_tree_walker(node, check_ivm_restriction_walker, (void *) context);
+			break;
+	}
+	return false;
+}
+
+/*
+ * CreateIndexOnIMMV
+ *
+ * Create a unique index on incremental maintainable materialized view.
+ * If the view definition query has a GROUP BY clause, the index is created
+ * on the columns of GROUP BY expressions. Otherwise, if the view contains
+ * all primary key attributes of its base tables in the target list, the index
+ * is created on these attributes. In other cases, no index is created.
+ */
+void
+CreateIndexOnIMMV(Query *query, Relation matviewRel)
+{
+	ListCell *lc;
+	IndexStmt  *index;
+	ObjectAddress address;
+	List *constraintList = NIL;
+	char		idxname[NAMEDATALEN];
+	List	   *indexoidlist = RelationGetIndexList(matviewRel);
+	ListCell   *indexoidscan;
+	Bitmapset *key_attnos;
+
+	snprintf(idxname, sizeof(idxname), "%s_index", RelationGetRelationName(matviewRel));
+
+	index = makeNode(IndexStmt);
+
+	index->unique = true;
+	index->primary = false;
+	index->isconstraint = false;
+	index->deferrable = false;
+	index->initdeferred = false;
+	index->idxname = idxname;
+	index->relation =
+		makeRangeVar(get_namespace_name(RelationGetNamespace(matviewRel)),
+					 pstrdup(RelationGetRelationName(matviewRel)),
+					 -1);
+	index->accessMethod = DEFAULT_INDEX_TYPE;
+	index->options = NIL;
+	index->tableSpace = get_tablespace_name(matviewRel->rd_rel->reltablespace);
+	index->whereClause = NULL;
+	index->indexParams = NIL;
+	index->indexIncludingParams = NIL;
+	index->excludeOpNames = NIL;
+	index->idxcomment = NULL;
+	index->indexOid = InvalidOid;
+	index->oldNumber = InvalidRelFileNumber;
+	index->oldCreateSubid = InvalidSubTransactionId;
+	index->oldFirstRelfilelocatorSubid = InvalidSubTransactionId;
+	index->transformed = true;
+	index->concurrent = false;
+	index->if_not_exists = false;
+
+	/* create index on the base tables' primary key columns */
+	key_attnos = get_primary_key_attnos_from_query(query, &constraintList);
+	if (key_attnos)
+	{
+		foreach(lc, query->targetList)
+		{
+			TargetEntry *tle = (TargetEntry *) lfirst(lc);
+			Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, tle->resno - 1);
+
+			if (bms_is_member(tle->resno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				IndexElem  *iparam;
+
+				iparam = makeNode(IndexElem);
+				iparam->name = pstrdup(NameStr(attr->attname));
+				iparam->expr = NULL;
+				iparam->indexcolname = NULL;
+				iparam->collation = NIL;
+				iparam->opclass = NIL;
+				iparam->opclassopts = NIL;
+				iparam->ordering = SORTBY_DEFAULT;
+				iparam->nulls_ordering = SORTBY_NULLS_DEFAULT;
+				index->indexParams = lappend(index->indexParams, iparam);
+			}
+		}
+	}
+	else
+	{
+		/* create no index, just notice that an appropriate index is necessary for efficient IVM */
+		ereport(NOTICE,
+				(errmsg("could not create an index on materialized view \"%s\" automatically",
+						RelationGetRelationName(matviewRel)),
+				 errdetail("This target list does not have all the primary key columns. "),
+				 errhint("Create an index on the materialized view for efficient incremental maintenance.")));
+		return;
+	}
+
+	/* If we have a compatible index, we don't need to create another. */
+	foreach(indexoidscan, indexoidlist)
+	{
+		Oid			indexoid = lfirst_oid(indexoidscan);
+		Relation	indexRel;
+		bool		hasCompatibleIndex = false;
+
+		indexRel = index_open(indexoid, AccessShareLock);
+
+		if (CheckIndexCompatible(indexRel->rd_id,
+								index->accessMethod,
+								index->indexParams,
+								index->excludeOpNames,
+								false))
+			hasCompatibleIndex = true;
+
+		index_close(indexRel, AccessShareLock);
+
+		if (hasCompatibleIndex)
+			return;
+	}
+
+	address = DefineIndex(NULL,
+						  RelationGetRelid(matviewRel),
+						  index,
+						  InvalidOid,
+						  InvalidOid,
+						  InvalidOid,
+						  -1,
+						  false, true, false, false, true);
+
+	ereport(NOTICE,
+			(errmsg("created index \"%s\" on materialized view \"%s\"",
+					idxname, RelationGetRelationName(matviewRel))));
+
+	/*
+	 * Make dependencies so that the index is dropped if any base tables'
+	 * primary key is dropped.
+	 */
+	foreach(lc, constraintList)
+	{
+		Oid constraintOid = lfirst_oid(lc);
+		ObjectAddress	refaddr;
+
+		refaddr.classId = ConstraintRelationId;
+		refaddr.objectId = constraintOid;
+		refaddr.objectSubId = 0;
+
+		recordDependencyOn(&address, &refaddr, DEPENDENCY_NORMAL);
+	}
+}
+
+
+/*
+ * get_primary_key_attnos_from_query
+ *
+ * Identify the columns in base tables' primary keys in the target list.
+ *
+ * Returns a Bitmapset of the column attnos of the primary key's columns of
+ * tables that used in the query.  The attnos are offset by
+ * FirstLowInvalidHeapAttributeNumber as same as get_primary_key_attnos.
+ *
+ * If any table has no primary key or any primary key's columns is not in
+ * the target list, return NULL.  We also return NULL if any pkey constraint
+ * is deferrable.
+ *
+ * constraintList is set to a list of the OIDs of the pkey constraints.
+ */
+static Bitmapset *
+get_primary_key_attnos_from_query(Query *query, List **constraintList)
+{
+	List *key_attnos_list = NIL;
+	ListCell *lc;
+	int i;
+	Bitmapset *keys = NULL;
+	Relids	rels_in_from;
+
+	/*
+	 * Collect primary key attributes from all tables used in query. The key attributes
+	 * sets for each table are stored in key_attnos_list in order by RTE index.
+	 */
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+		Bitmapset *key_attnos;
+		bool	has_no_pkey = false;
+
+		/* for tables, call get_primary_key_attnos */
+		if (r->rtekind == RTE_RELATION)
+		{
+			Oid constraintOid;
+			key_attnos = get_primary_key_attnos(r->relid, false, &constraintOid);
+			*constraintList = lappend_oid(*constraintList, constraintOid);
+			has_no_pkey = (key_attnos == NULL);
+		}
+		/*
+		 * Ignore join rels, because they are flatten later by
+		 * flatten_join_alias_vars(). Store NULL into key_attnos_list
+		 * as a dummy.
+		 */
+		 else if (r->rtekind == RTE_JOIN)
+		 {
+			key_attnos = NULL;
+		}
+		/* for other RTEs, store NULL into key_attnos_list */
+		else
+			has_no_pkey = true;
+
+		/*
+		 * If any table or subquery has no primary key or its pkey constraint is deferrable,
+		 * we cannot get key attributes for this query, so return NULL.
+		 */
+		if (has_no_pkey)
+			return NULL;
+
+		key_attnos_list = lappend(key_attnos_list, key_attnos);
+	}
+
+	/* Collect key attributes appearing in the target list */
+	i = 1;
+	foreach(lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) flatten_join_alias_vars(NULL, query, lfirst(lc));
+
+		if (IsA(tle->expr, Var))
+		{
+			Var *var = (Var*) tle->expr;
+			Bitmapset *key_attnos = list_nth(key_attnos_list, var->varno - 1);
+
+			/* check if this attribute is from a base table's primary key */
+			if (bms_is_member(var->varattno - FirstLowInvalidHeapAttributeNumber, key_attnos))
+			{
+				/*
+				 * Remove found key attributes from key_attnos_list, and add this
+				 * to the result list.
+				 */
+				key_attnos = bms_del_member(key_attnos, var->varattno - FirstLowInvalidHeapAttributeNumber);
+				if (bms_is_empty(key_attnos))
+				{
+					key_attnos_list = list_delete_nth_cell(key_attnos_list, var->varno - 1);
+					key_attnos_list = list_insert_nth(key_attnos_list, var->varno - 1, NULL);
+				}
+				keys = bms_add_member(keys, i - FirstLowInvalidHeapAttributeNumber);
+			}
+		}
+		i++;
+	}
+
+	/* Collect RTE indexes of relations appearing in the FROM clause */
+	rels_in_from = get_relids_in_jointree((Node *) query->jointree, false, false);
+
+	/*
+	 * Check if all key attributes of relations in FROM are appearing in the target
+	 * list.  If an attribute remains in key_attnos_list in spite of the table is used
+	 * in FROM clause, the target is missing this key attribute, so we return NULL.
+	 */
+	i = 1;
+	foreach(lc, key_attnos_list)
+	{
+		Bitmapset *bms = (Bitmapset *)lfirst(lc);
+		if (!bms_is_empty(bms) && bms_is_member(i, rels_in_from))
+			return NULL;
+		i++;
+	}
+
+	return keys;
+}
diff --git a/src/backend/commands/matview.c b/src/backend/commands/matview.c
index f7d8007f796..eaf39f80cd3 100644
--- a/src/backend/commands/matview.c
+++ b/src/backend/commands/matview.c
@@ -23,24 +23,36 @@
 #include "catalog/indexing.h"
 #include "catalog/namespace.h"
 #include "catalog/pg_am.h"
+#include "catalog/pg_depend.h"
+#include "catalog/pg_trigger.h"
 #include "catalog/pg_opclass.h"
 #include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/tablecmds.h"
 #include "commands/tablespace.h"
+#include "commands/createas.h"
 #include "executor/executor.h"
 #include "executor/spi.h"
+#include "executor/tstoreReceiver.h"
 #include "miscadmin.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_func.h"
+#include "parser/parse_relation.h"
 #include "pgstat.h"
 #include "rewrite/rewriteHandler.h"
+#include "rewrite/rowsecurity.h"
 #include "storage/lmgr.h"
+#include "storage/lwlock.h"
 #include "tcop/tcopprot.h"
 #include "utils/builtins.h"
+#include "utils/fmgroids.h"
 #include "utils/lsyscache.h"
 #include "utils/rel.h"
 #include "utils/snapmgr.h"
 #include "utils/syscache.h"
-
+#include "utils/typcache.h"
 
 typedef struct
 {
@@ -53,6 +65,97 @@ typedef struct
 	BulkInsertState bistate;	/* bulk insert state */
 } DR_transientrel;
 
+#define MV_INIT_QUERYHASHSIZE	16
+
+/*
+ * MV_TriggerHashEntry
+ *
+ * Hash entry for base tables on which IVM trigger is invoked
+ */
+typedef struct MV_TriggerHashEntry
+{
+	Oid	matview_id;			/* OID of the materialized view */
+	int	before_trig_count;	/* count of before triggers invoked */
+	int	after_trig_count;	/* count of after triggers invoked */
+
+	Snapshot	snapshot;	/* Snapshot just before table change */
+
+	List   *tables;		/* List of MV_TriggerTable */
+	bool	has_old;	/* tuples are deleted from any table? */
+	bool	has_new;	/* tuples are inserted into any table? */
+
+	/*
+	 * List of sub-transaction IDs that incrementally updated the view.
+	 * This list is maintained through a transaction, and an ID is removed
+	 * when a sub-transaction is aborted. If any ID is left when the
+	 * transaction is committed, this means the view is incrementally
+	 * updated in this transaction.
+	 */
+	List   *subxids;
+} MV_TriggerHashEntry;
+
+/*
+ * MV_TriggerTable
+ *
+ * IVM related data for tables on which the trigger is invoked.
+ */
+typedef struct MV_TriggerTable
+{
+	Oid		table_id;			/* OID of the modified table */
+	List   *old_tuplestores;	/* tuplestores for deleted tuples */
+	List   *new_tuplestores;	/* tuplestores for inserted tuples */
+
+	List   *rte_indexes;		/* List of RTE index of the modified table */
+	RangeTblEntry *original_rte;	/* the original RTE saved before rewriting query */
+
+	Relation	rel;			/* relation of the modified table */
+	TupleTableSlot *slot;		/* for checking visibility in the pre-state table */
+} MV_TriggerTable;
+
+typedef struct DroppedImmvInfo
+{
+	Oid					immv_oid;
+	SubTransactionId	subxid;
+} DroppedImmvInfo;
+
+static HTAB *mv_trigger_info = NULL;
+static HTAB *dropped_immv = NULL;
+
+static HTAB *LastIvmUpdateHash;
+
+#define LAST_IVM_UPDATE_HASH_SIZE 256
+
+static void IvmShmemRequest(void *arg);
+
+/* hash table entries */
+typedef struct LastIvmUpdateEntry
+{
+	Oid		oid;	/* hash key */
+	FullTransactionId	last_ivm_update;
+} LastIvmUpdateEntry;
+
+const ShmemCallbacks IvmShmemCallbacks = {
+	.request_fn = IvmShmemRequest,
+};
+
+static void
+IvmShmemRequest(void *arg)
+{
+	ShmemRequestHash(.name = "LastIvmUpdate hash",
+					 .nelems = LAST_IVM_UPDATE_HASH_SIZE,
+					 .ptr = &LastIvmUpdateHash,
+					 .hash_info.keysize = sizeof(Oid),
+					 .hash_info.entrysize = sizeof(LastIvmUpdateEntry),
+					 .hash_flags = HASH_ELEM | HASH_BLOBS,
+		);
+}
+
+static bool in_delta_calculation = false;
+
+/* ENR name for materialized view delta */
+#define NEW_DELTA_ENRNAME "new_delta"
+#define OLD_DELTA_ENRNAME "old_delta"
+
 static int	matview_maintenance_depth = 0;
 
 static void transientrel_startup(DestReceiver *self, int operation, TupleDesc typeinfo);
@@ -60,6 +163,8 @@ static bool transientrel_receive(TupleTableSlot *slot, DestReceiver *self);
 static void transientrel_shutdown(DestReceiver *self);
 static void transientrel_destroy(DestReceiver *self);
 static uint64 refresh_matview_datafill(DestReceiver *dest, Query *query,
+									   QueryEnvironment *queryEnv,
+									   TupleDesc *resultTupleDesc,
 									   const char *queryString, bool is_create);
 static void refresh_by_match_merge(Oid matviewOid, Oid tempOid, Oid relowner,
 								   int save_sec_context);
@@ -67,6 +172,41 @@ static void refresh_by_heap_swap(Oid matviewOid, Oid OIDNewHeap, char relpersist
 static bool is_usable_unique_index(Relation indexRel);
 static void OpenMatViewIncrementalMaintenance(void);
 static void CloseMatViewIncrementalMaintenance(void);
+static Query *get_matview_query(Relation matviewRel);
+
+static Query *rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid);
+static void register_delta_ENRs(ParseState *pstate, Query *query, List *tables);
+static char *make_subquery_targetlist_from_table(MV_TriggerTable *table);
+static char *make_delta_enr_name(const char *prefix, Oid relid, int count);
+static RangeTblEntry *get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid);
+static RangeTblEntry *makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+									 bool is_new, QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_counting(Query *query, ParseState *pstate);
+
+static void calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv);
+static Query *rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index);
+
+static void apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query);
+static void apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys);
+static void apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list);
+static char *get_matching_condition_string(List *keys);
+static void generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop);
+
+static void mv_InitHashTables(void);
+static void clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+									SubTransactionId subxid);
+static void setLastUpdateXid(Oid immv_oid, FullTransactionId xid);
+static FullTransactionId getLastUpdateXid(Oid immv_oid);
 
 /*
  * SetMatViewPopulatedState
@@ -108,6 +248,46 @@ SetMatViewPopulatedState(Relation relation, bool newstate)
 	CommandCounterIncrement();
 }
 
+/*
+ * SetMatViewIVMState
+ *		Mark a materialized view as IVM, or not.
+ *
+ * NOTE: caller must be holding an appropriate lock on the relation.
+ */
+void
+SetMatViewIVMState(Relation relation, bool newstate)
+{
+	Relation	pgrel;
+	HeapTuple	tuple;
+
+	Assert(relation->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * Update relation's pg_class entry.  Crucial side-effect: other backends
+	 * (and this one too!) are sent SI message to make them rebuild relcache
+	 * entries.
+	 */
+	pgrel = table_open(RelationRelationId, RowExclusiveLock);
+	tuple = SearchSysCacheCopy1(RELOID,
+								ObjectIdGetDatum(RelationGetRelid(relation)));
+	if (!HeapTupleIsValid(tuple))
+		elog(ERROR, "cache lookup failed for relation %u",
+			 RelationGetRelid(relation));
+
+	((Form_pg_class) GETSTRUCT(tuple))->relisivm = newstate;
+
+	CatalogTupleUpdate(pgrel, &tuple->t_self, tuple);
+
+	heap_freetuple(tuple);
+	table_close(pgrel, RowExclusiveLock);
+
+	/*
+	 * Advance command counter to make the updated pg_class row locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+}
+
 /*
  * ExecRefreshMatView -- execute a REFRESH MATERIALIZED VIEW command
  *
@@ -166,8 +346,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					QueryCompletion *qc)
 {
 	Relation	matviewRel;
-	RewriteRule *rule;
-	List	   *actions;
 	Query	   *dataQuery;
 	Oid			tableSpace;
 	Oid			relowner;
@@ -178,6 +356,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	int			save_sec_context;
 	int			save_nestlevel;
 	ObjectAddress address;
+	bool oldPopulated;
 
 	matviewRel = table_open(matviewOid, NoLock);
 	relowner = matviewRel->rd_rel->relowner;
@@ -193,6 +372,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 	save_nestlevel = NewGUCNestLevel();
 	RestrictSearchPath();
 
+	oldPopulated = RelationIsPopulated(matviewRel);
+
 	/* Make sure it is a materialized view. */
 	if (matviewRel->rd_rel->relkind != RELKIND_MATVIEW)
 		ereport(ERROR,
@@ -213,32 +394,7 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 				 errmsg("%s options %s and %s cannot be used together",
 						"REFRESH", "CONCURRENTLY", "WITH NO DATA")));
 
-	/*
-	 * Check that everything is correct for a refresh. Problems at this point
-	 * are internal errors, so elog is sufficient.
-	 */
-	if (matviewRel->rd_rel->relhasrules == false ||
-		matviewRel->rd_rules->numLocks < 1)
-		elog(ERROR,
-			 "materialized view \"%s\" is missing rewrite information",
-			 RelationGetRelationName(matviewRel));
-
-	if (matviewRel->rd_rules->numLocks > 1)
-		elog(ERROR,
-			 "materialized view \"%s\" has too many rules",
-			 RelationGetRelationName(matviewRel));
-
-	rule = matviewRel->rd_rules->rules[0];
-	if (rule->event != CMD_SELECT || !(rule->isInstead))
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
-			 RelationGetRelationName(matviewRel));
-
-	actions = rule->actions;
-	if (list_length(actions) != 1)
-		elog(ERROR,
-			 "the rule for materialized view \"%s\" is not a single action",
-			 RelationGetRelationName(matviewRel));
+	dataQuery = get_matview_query(matviewRel);
 
 	/*
 	 * Check that there is a unique index with no WHERE clause on one or more
@@ -275,12 +431,6 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 					 errhint("Create a unique index with no WHERE clause on one or more columns of the materialized view.")));
 	}
 
-	/*
-	 * The stored query was rewritten at the time of the MV definition, but
-	 * has not been scribbled on by the planner.
-	 */
-	dataQuery = linitial_node(Query, actions);
-
 	/*
 	 * Check for active uses of the relation in the current transaction, such
 	 * as open scans.
@@ -310,6 +460,90 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		relpersistence = matviewRel->rd_rel->relpersistence;
 	}
 
+	/* delete IMMV triggers. */
+	if (RelationIsIVM(matviewRel) && skipData)
+	{
+		Relation	tgRel;
+		Relation	depRel;
+		ScanKeyData key;
+		SysScanDesc scan;
+		HeapTuple	tup;
+		ObjectAddresses *immv_triggers;
+
+		immv_triggers = new_object_addresses();
+
+		tgRel = table_open(TriggerRelationId, RowExclusiveLock);
+		depRel = table_open(DependRelationId, RowExclusiveLock);
+
+		/* search triggers that depends on IMMV. */
+		ScanKeyInit(&key,
+					Anum_pg_depend_refobjid,
+					BTEqualStrategyNumber, F_OIDEQ,
+					ObjectIdGetDatum(matviewOid));
+		scan = systable_beginscan(depRel, DependReferenceIndexId, true,
+								  NULL, 1, &key);
+		while ((tup = systable_getnext(scan)) != NULL)
+		{
+			ObjectAddress obj;
+			Form_pg_depend foundDep = (Form_pg_depend) GETSTRUCT(tup);
+
+			if (foundDep->classid == TriggerRelationId)
+			{
+				HeapTuple	tgtup;
+				ScanKeyData tgkey[1];
+				SysScanDesc tgscan;
+				Form_pg_trigger tgform;
+
+				/* Find the trigger name. */
+				ScanKeyInit(&tgkey[0],
+							Anum_pg_trigger_oid,
+							BTEqualStrategyNumber, F_OIDEQ,
+							ObjectIdGetDatum(foundDep->objid));
+
+				tgscan = systable_beginscan(tgRel, TriggerOidIndexId, true,
+											NULL, 1, tgkey);
+				tgtup = systable_getnext(tgscan);
+				if (!HeapTupleIsValid(tgtup))
+					elog(ERROR, "could not find tuple for immv trigger %u", foundDep->objid);
+
+				tgform = (Form_pg_trigger) GETSTRUCT(tgtup);
+
+				/* If trigger is created by IMMV, delete it. */
+				if (strncmp(NameStr(tgform->tgname), "IVM_trigger_", 12) == 0)
+				{
+					obj.classId = foundDep->classid;
+					obj.objectId = foundDep->objid;
+					obj.objectSubId = foundDep->refobjsubid;
+					add_exact_object_address(&obj, immv_triggers);
+				}
+				systable_endscan(tgscan);
+			}
+		}
+		systable_endscan(scan);
+
+		performMultipleDeletions(immv_triggers, DROP_RESTRICT, PERFORM_DELETION_INTERNAL);
+
+		table_close(depRel, RowExclusiveLock);
+		table_close(tgRel, RowExclusiveLock);
+		free_object_addresses(immv_triggers);
+	}
+
+	/*
+	 * Create triggers on incremental maintainable materialized view
+	 * This argument should use 'dataQuery'. This needs to use a rewritten query,
+	 * because a sublink in jointree is not supported by this function.
+	 *
+	 * This is performed before generating data because we have to wait
+	 * concurrent transactions modifying a base table and then take a snapshot
+	 * to see changes by these transactions to make sure a consistent view
+	 * is created.
+	 */
+	if (RelationIsIVM(matviewRel) && !skipData && !oldPopulated)
+	{
+		CreateIvmTriggersOnBaseTables(dataQuery, matviewOid);
+		CreateIndexOnIMMV(dataQuery, matviewRel);
+	}
+
 	/*
 	 * Create the transient table that will receive the regenerated data. Lock
 	 * it against access by any other process until commit (by which time it
@@ -326,8 +560,43 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
 		DestReceiver *dest;
 
 		dest = CreateTransientRelDestReceiver(OIDNewHeap);
-		processed = refresh_matview_datafill(dest, dataQuery, queryString,
-											 is_create);
+
+		if (RelationIsIVM(matviewRel))
+		{
+			/*
+			 * In READ COMMITTED, get and push the latest snapshot again to see the
+			 * results of concurrent transactions committed after the current
+			 * transaction started.
+			 */
+			if (!IsolationUsesXactSnapshot())
+				PushActiveSnapshot(GetTransactionSnapshot());
+
+			/*
+			 * If a concurrent transaction updated the view incrementally and was
+			 * committed before we acquired the lock, the results of refresh_immv could
+			 * be inconsistent. Therefore, we have to check the transaction ID of the
+			 * most recent update of the view, and if this was in progress at the
+			 * transaction start, raise an error to prevent anomalies.
+			 */
+			if (!is_create)
+			{
+				FullTransactionId xid;
+
+				xid = getLastUpdateXid(matviewOid);
+				if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetActiveSnapshot()))
+					ereport(ERROR,
+							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+							 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+							 errhint("The transaction might succeed if retried.")));
+			}
+		}
+
+		processed = refresh_matview_datafill(dest, dataQuery, NULL, NULL,
+											 queryString, is_create);
+
+		/* Pop the original snapshot. */
+		if (RelationIsIVM(matviewRel) && !IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
 	}
 
 	/* Make the matview match the newly generated data. */
@@ -402,6 +671,8 @@ RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
  */
 static uint64
 refresh_matview_datafill(DestReceiver *dest, Query *query,
+						 QueryEnvironment *queryEnv,
+						 TupleDesc *resultTupleDesc,
 						 const char *queryString, bool is_create)
 {
 	List	   *rewritten;
@@ -439,7 +710,7 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 	/* Create a QueryDesc, redirecting output to our tuple receiver */
 	queryDesc = CreateQueryDesc(plan, queryString,
 								GetActiveSnapshot(), InvalidSnapshot,
-								dest, NULL, NULL, 0);
+								dest, NULL, queryEnv ? queryEnv: NULL, 0);
 
 	/* call ExecutorStart to prepare the plan for execution */
 	ExecutorStart(queryDesc, 0);
@@ -449,6 +720,9 @@ refresh_matview_datafill(DestReceiver *dest, Query *query,
 
 	processed = queryDesc->estate->es_processed;
 
+	if (resultTupleDesc)
+		*resultTupleDesc = CreateTupleDescCopy(queryDesc->tupDesc);
+
 	/* and clean up */
 	ExecutorFinish(queryDesc);
 	ExecutorEnd(queryDesc);
@@ -967,3 +1241,1488 @@ CloseMatViewIncrementalMaintenance(void)
 	matview_maintenance_depth--;
 	Assert(matview_maintenance_depth >= 0);
 }
+
+/*
+ * get_matview_query - get the Query from a matview's _RETURN rule.
+ */
+static Query *
+get_matview_query(Relation matviewRel)
+{
+	RewriteRule *rule;
+	List * actions;
+
+	/*
+	 * Check that everything is correct for a refresh. Problems at this point
+	 * are internal errors, so elog is sufficient.
+	 */
+	if (matviewRel->rd_rel->relhasrules == false ||
+		matviewRel->rd_rules->numLocks < 1)
+		elog(ERROR,
+			 "materialized view \"%s\" is missing rewrite information",
+			 RelationGetRelationName(matviewRel));
+
+	if (matviewRel->rd_rules->numLocks > 1)
+		elog(ERROR,
+			 "materialized view \"%s\" has too many rules",
+			 RelationGetRelationName(matviewRel));
+
+	rule = matviewRel->rd_rules->rules[0];
+	if (rule->event != CMD_SELECT || !(rule->isInstead))
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a SELECT INSTEAD OF rule",
+			 RelationGetRelationName(matviewRel));
+
+	actions = rule->actions;
+	if (list_length(actions) != 1)
+		elog(ERROR,
+			 "the rule for materialized view \"%s\" is not a single action",
+			 RelationGetRelationName(matviewRel));
+
+	/*
+	 * The stored query was rewritten at the time of the MV definition, but
+	 * has not been scribbled on by the planner.
+	 */
+	return linitial_node(Query, actions);
+}
+
+
+/* ----------------------------------------------------
+ *		Incremental View Maintenance routines
+ * ---------------------------------------------------
+ */
+
+/*
+ * IVM_immediate_before
+ *
+ * IVM trigger function invoked before base table is modified. If this is
+ * invoked firstly in the same statement, we save the transaction id and the
+ * command id at that time.
+ */
+Datum
+IVM_immediate_before(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	char	   *ex_lock_text = trigdata->tg_trigger->tgargs[1];
+	Oid			matviewOid;
+	MV_TriggerHashEntry *entry;
+	bool	found;
+	bool	ex_lock;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+	ex_lock = DatumGetBool(DirectFunctionCall1(boolin, CStringGetDatum(ex_lock_text)));
+
+	/* If the view has more than one tables, we have to use an exclusive lock. */
+	if (ex_lock)
+	{
+		FullTransactionId xid;
+
+		/*
+		 * Wait for concurrent transactions which update this materialized view at
+		 * READ COMMITED. This is needed to see changes committed in other
+		 * transactions. No wait and raise an error at REPEATABLE READ or
+		 * SERIALIZABLE to prevent update anomalies of matviews.
+		 * XXX: dead-lock is possible here.
+		 */
+		if (!IsolationUsesXactSnapshot())
+			LockRelationOid(matviewOid, ExclusiveLock);
+		else if (!ConditionalLockRelationOid(matviewOid, ExclusiveLock))
+		{
+			/* try to throw error by name; relation could be deleted... */
+			char	   *relname = get_rel_name(matviewOid);
+
+			if (!relname)
+				ereport(ERROR,
+						(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+						errmsg("could not obtain lock on materialized view during incremental maintenance")));
+
+			ereport(ERROR,
+					(errcode(ERRCODE_LOCK_NOT_AVAILABLE),
+					errmsg("could not obtain lock on materialized view \"%s\" during incremental maintenance",
+							relname)));
+		}
+
+		/*
+		 * Even if we can acquire an lock, a concurrent transaction could have
+		 * updated the view incrementally and been committed before we acquired
+		 * the lock. Therefore, we have to check the transaction ID of the most
+		 * recent update of the view, and if this was in progress at the
+		 * transaction start, raise an error to prevent anomalies.
+		 */
+		xid = getLastUpdateXid(matviewOid);
+		if (XidInMVCCSnapshot(XidFromFullTransactionId(xid), GetTransactionSnapshot()))
+			ereport(ERROR,
+					(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
+					 errmsg("the materialized view is incrementally updated in concurrent transaction"),
+					 errhint("The transaction might succeed if retried.")));
+	}
+	else
+		LockRelationOid(matviewOid, RowExclusiveLock);
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_ENTER, &found);
+
+	/* On the first BEFORE to update the view, initialize trigger data */
+	if (!found || entry->snapshot == InvalidSnapshot)
+	{
+		Snapshot snapshot;
+
+		/*
+		 * Get a snapshot just before the table was modified for checking
+		 * tuple visibility in the pre-update state of the table.
+		 *
+		 * In READ COMMITTED, use the latest snapshot again to see the
+		 * results of concurrent transactions committed after the current
+		 * transaction started.
+		 */
+		if (IsolationUsesXactSnapshot())
+			snapshot = GetActiveSnapshot();
+		else
+			snapshot = GetTransactionSnapshot();
+
+		entry->matview_id = matviewOid;
+		entry->before_trig_count = 0;
+		entry->after_trig_count = 0;
+		entry->snapshot = RegisterSnapshot(snapshot);
+		entry->tables = NIL;
+		entry->has_old = false;
+		entry->has_new = false;
+
+		/*
+		 * If this is the first table modifying query in the transaction,
+		 * initialize the list of subxids.
+		 */
+		if (!found)
+			entry->subxids = NIL;
+	}
+
+	entry->before_trig_count++;
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * IVM_immediate_maintenance
+ *
+ * IVM trigger function invoked after base table is modified.
+ * For each table, tuplestores of transition tables are collected.
+ * and after the last modification
+ */
+Datum
+IVM_immediate_maintenance(PG_FUNCTION_ARGS)
+{
+	TriggerData *trigdata = (TriggerData *) fcinfo->context;
+	Relation	rel;
+	Oid			relid;
+	Oid			matviewOid;
+	Query	   *query;
+	Query	   *rewritten = NULL;
+	char	   *matviewOid_text = trigdata->tg_trigger->tgargs[0];
+	Relation	matviewRel;
+	int old_depth = matview_maintenance_depth;
+	SubTransactionId subxid;
+
+	Oid			relowner;
+	Tuplestorestate *old_tuplestore = NULL;
+	Tuplestorestate *new_tuplestore = NULL;
+	DestReceiver *dest_new = NULL, *dest_old = NULL;
+	Oid			save_userid;
+	int			save_sec_context;
+	int			save_nestlevel;
+
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table;
+	bool	found;
+
+	ParseState		 *pstate;
+	QueryEnvironment *queryEnv = create_queryEnv();
+	MemoryContext	oldcxt;
+	ListCell   *lc;
+	int			i;
+
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	rel = trigdata->tg_relation;
+	relid = rel->rd_id;
+
+	matviewOid = DatumGetObjectId(DirectFunctionCall1(oidin, CStringGetDatum(matviewOid_text)));
+
+	/*
+	 * On the first call initialize the hashtable
+	 */
+	if (!mv_trigger_info)
+		mv_InitHashTables();
+
+	/* get the entry for this materialized view */
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+	entry->after_trig_count++;
+
+	/* search the entry for the modified table and create new entry if not found */
+	found = false;
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == relid)
+		{
+			found = true;
+			break;
+		}
+	}
+	if (!found)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		table = (MV_TriggerTable *) palloc0(sizeof(MV_TriggerTable));
+		table->table_id = relid;
+		table->old_tuplestores = NIL;
+		table->new_tuplestores = NIL;
+		table->rte_indexes = NIL;
+		table->slot = MakeSingleTupleTableSlot(RelationGetDescr(rel), table_slot_callbacks(rel));
+		/* We assume we have at least RowExclusiveLock on modified tables. */
+		table->rel = table_open(RelationGetRelid(rel), NoLock);
+		entry->tables = lappend(entry->tables, table);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* Save the transition tables and make a request to not free immediately */
+	if (trigdata->tg_oldtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->old_tuplestores = lappend(table->old_tuplestores, trigdata->tg_oldtable);
+		entry->has_old = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (trigdata->tg_newtable)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		table->new_tuplestores = lappend(table->new_tuplestores, trigdata->tg_newtable);
+		entry->has_new = true;
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new || entry->has_old)
+	{
+		CmdType cmd;
+
+		if (TRIGGER_FIRED_BY_INSERT(trigdata->tg_event))
+			cmd = CMD_INSERT;
+		else if (TRIGGER_FIRED_BY_DELETE(trigdata->tg_event))
+			cmd = CMD_DELETE;
+		else if (TRIGGER_FIRED_BY_UPDATE(trigdata->tg_event))
+			cmd = CMD_UPDATE;
+		else
+			elog(ERROR,"unsupported trigger type");
+
+		/* Prolong lifespan of transition tables to the end of the last AFTER trigger */
+		SetTransitionTablePreserved(relid, cmd);
+	}
+
+
+	/* If this is not the last AFTER trigger call, immediately exit. */
+	Assert (entry->before_trig_count >= entry->after_trig_count);
+	if (entry->before_trig_count != entry->after_trig_count)
+		return PointerGetDatum(NULL);
+
+	/*
+	 * If this is the last AFTER trigger call, continue and update the view.
+	 */
+
+	/* record the subxid that updated the view incrementally */
+	subxid = GetCurrentSubTransactionId();
+	if (!list_member_xid(entry->subxids, subxid))
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+		entry->subxids = lappend_xid(entry->subxids, subxid);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/*
+	 * Advance command counter to make the updated base table rows locally
+	 * visible.
+	 */
+	CommandCounterIncrement();
+
+	matviewRel = table_open(matviewOid, NoLock);
+
+	/* Make sure it is a materialized view. */
+	Assert(matviewRel->rd_rel->relkind == RELKIND_MATVIEW);
+
+	/*
+	 * In READ COMMITTED, get and push the latest snapshot again to see the
+	 * results of concurrent transactions committed after the current
+	 * transaction started.
+	 */
+	if (!IsolationUsesXactSnapshot())
+		PushActiveSnapshot(GetTransactionSnapshot());
+
+	/*
+	 * Check for active uses of the relation in the current transaction, such
+	 * as open scans.
+	 *
+	 * NB: We count on this to protect us against problems with refreshing the
+	 * data using TABLE_INSERT_FROZEN.
+	 */
+	CheckTableNotInUse(matviewRel, "refresh a materialized view incrementally");
+
+	/*
+	 * Switch to the owner's userid, so that any functions are run as that
+	 * user.  Also arrange to make GUC variable changes local to this command.
+	 * We will switch modes when we are about to execute user code.
+	 */
+	relowner = matviewRel->rd_rel->relowner;
+	GetUserIdAndSecContext(&save_userid, &save_sec_context);
+	SetUserIdAndSecContext(relowner,
+						   save_sec_context | SECURITY_RESTRICTED_OPERATION);
+	save_nestlevel = NewGUCNestLevel();
+
+	/* get view query*/
+	query = get_matview_query(matviewRel);
+
+	/*
+	 * When a base table is truncated, the view content will be empty if the
+	 * view definition query does not contain an aggregate without a GROUP clause.
+	 * Therefore, such views can be truncated.
+	 */
+	if (TRIGGER_FIRED_BY_TRUNCATE(trigdata->tg_event))
+	{
+		ExecuteTruncateGuts(list_make1(matviewRel), list_make1_oid(matviewOid),
+							NIL, DROP_RESTRICT, false, false);
+
+		/* Clean up hash entry and delete tuplestores */
+		clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+
+		/* Pop the original snapshot. */
+		if (!IsolationUsesXactSnapshot())
+			PopActiveSnapshot();
+
+		table_close(matviewRel, NoLock);
+
+		/* Roll back any GUC changes */
+		AtEOXact_GUC(false, save_nestlevel);
+
+		/* Restore userid and security context */
+		SetUserIdAndSecContext(save_userid, save_sec_context);
+
+		return PointerGetDatum(NULL);
+	}
+
+	/*
+	 * rewrite query for calculating deltas
+	 */
+
+	rewritten = copyObject(query);
+
+	/* Replace resnames in a target list with materialized view's attnames */
+	i = 0;
+	foreach (lc, rewritten->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char *resname = NameStr(attr->attname);
+
+		tle->resname = pstrdup(resname);
+		i++;
+	}
+
+	/* Set all tables in the query to pre-update state */
+	rewritten = rewrite_query_for_preupdate_state(rewritten, entry->tables,
+												  pstate, matviewOid);
+	/* Rewrite for counting duplicated tuples */
+	rewritten = rewrite_query_for_counting(rewritten, pstate);
+
+	/* Create tuplestores to store view deltas */
+	if (entry->has_old)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_old = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_old,
+									old_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+
+		MemoryContextSwitchTo(oldcxt);
+	}
+	if (entry->has_new)
+	{
+		oldcxt = MemoryContextSwitchTo(TopTransactionContext);
+
+		new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+		dest_new = CreateDestReceiver(DestTuplestore);
+		SetTuplestoreDestReceiverParams(dest_new,
+									new_tuplestore,
+									TopTransactionContext,
+									false,
+									NULL,
+									NULL);
+		MemoryContextSwitchTo(oldcxt);
+	}
+
+	/* for all modified tables */
+	foreach(lc, entry->tables)
+	{
+		ListCell *lc2;
+
+		table = (MV_TriggerTable *) lfirst(lc);
+
+		/* loop for self-join */
+		foreach(lc2, table->rte_indexes)
+		{
+			int	rte_index = lfirst_int(lc2);
+			TupleDesc		tupdesc_old;
+			TupleDesc		tupdesc_new;
+
+			/* calculate delta tables */
+			calc_delta(table, rte_index, rewritten, dest_old, dest_new,
+					   &tupdesc_old, &tupdesc_new, queryEnv);
+
+			/* Set the table in the query to post-update state */
+			rewritten = rewrite_query_for_postupdate_state(rewritten, table, rte_index);
+
+			PG_TRY();
+			{
+				/* apply the delta tables to the materialized view */
+				apply_delta(matviewOid, old_tuplestore, new_tuplestore,
+							tupdesc_old, tupdesc_new, query);
+			}
+			PG_CATCH();
+			{
+				matview_maintenance_depth = old_depth;
+				PG_RE_THROW();
+			}
+			PG_END_TRY();
+
+			/* clear view delta tuplestores */
+			if (old_tuplestore)
+				tuplestore_clear(old_tuplestore);
+			if (new_tuplestore)
+				tuplestore_clear(new_tuplestore);
+		}
+	}
+
+	/* Clean up hash entry and delete tuplestores */
+	clean_up_IVM_hash_entry(entry, false, InvalidSubTransactionId);
+	if (old_tuplestore)
+	{
+		dest_old->rDestroy(dest_old);
+		tuplestore_end(old_tuplestore);
+	}
+	if (new_tuplestore)
+	{
+		dest_new->rDestroy(dest_new);
+		tuplestore_end(new_tuplestore);
+	}
+
+	/* Pop the original snapshot. */
+	if (!IsolationUsesXactSnapshot())
+		PopActiveSnapshot();
+
+	table_close(matviewRel, NoLock);
+
+	/* Roll back any GUC changes */
+	AtEOXact_GUC(false, save_nestlevel);
+
+	/* Restore userid and security context */
+	SetUserIdAndSecContext(save_userid, save_sec_context);
+
+	return PointerGetDatum(NULL);
+}
+
+/*
+ * rewrite_query_for_preupdate_state
+ *
+ * Rewrite the query so that base tables' RTEs will represent "pre-update"
+ * state of tables. This is necessary to calculate view delta after multiple
+ * tables are modified.
+ */
+static Query*
+rewrite_query_for_preupdate_state(Query *query, List *tables,
+								  ParseState *pstate, Oid matviewid)
+{
+	ListCell *lc;
+	int num_rte = list_length(query->rtable);
+	int i;
+
+
+	/* register delta ENRs */
+	register_delta_ENRs(pstate, query, tables);
+
+	/* XXX: Is necessary? Is this right timing? */
+	AcquireRewriteLocks(query, true, false);
+
+	i = 1;
+	foreach(lc, query->rtable)
+	{
+		RangeTblEntry *r = (RangeTblEntry*) lfirst(lc);
+
+		ListCell *lc2;
+		foreach(lc2, tables)
+		{
+			MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc2);
+			/*
+			 * if the modified table is found then replace the original RTE with
+			 * "pre-state" RTE and append its index to the list.
+			 */
+			if (r->relid == table->table_id)
+			{
+				List *securityQuals;
+				List *withCheckOptions;
+				bool  hasRowSecurity;
+				bool  hasSubLinks;
+
+				RangeTblEntry *rte_pre = get_prestate_rte(r, table, pstate->p_queryEnv, matviewid);
+
+				/*
+				 * Set a row security poslicies of the modified table to the subquery RTE which
+				 * represents the pre-update state of the table.
+				 */
+				get_row_security_policies(query, table->original_rte, i,
+										  &securityQuals, &withCheckOptions,
+										  &hasRowSecurity, &hasSubLinks);
+
+				if (hasRowSecurity)
+				{
+					query->hasRowSecurity = true;
+					rte_pre->security_barrier = true;
+				}
+				if (hasSubLinks)
+					query->hasSubLinks = true;
+
+				rte_pre->securityQuals = securityQuals;
+				lfirst(lc) = rte_pre;
+
+				table->rte_indexes = lappend_int(table->rte_indexes, i);
+				break;
+			}
+		}
+
+		/* finish the loop if we processed all RTE included in the original query */
+		if (i++ >= num_rte)
+			break;
+	}
+
+	return query;
+}
+
+/*
+ * register_delta_ENRs
+ *
+ * For all modified tables, make ENRs for their transition tables
+ * and register them to the queryEnv. ENR's RTEs are also appended
+ * into the list in query tree.
+ */
+static void
+register_delta_ENRs(ParseState *pstate, Query *query, List *tables)
+{
+	QueryEnvironment *queryEnv = pstate->p_queryEnv;
+	ListCell *lc;
+	RangeTblEntry	*rte;
+
+	foreach(lc, tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+		ListCell *lc2;
+		int count;
+
+		count = 0;
+		foreach(lc2, table->old_tuplestores)
+		{
+			Tuplestorestate *oldtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("old", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(oldtable);
+			enr->reldata = oldtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+
+		count = 0;
+		foreach(lc2, table->new_tuplestores)
+		{
+			Tuplestorestate *newtable = (Tuplestorestate *) lfirst(lc2);
+			EphemeralNamedRelation enr =
+				palloc(sizeof(EphemeralNamedRelationData));
+			ParseNamespaceItem *nsitem;
+
+			enr->md.name = make_delta_enr_name("new", table->table_id, count);
+			enr->md.reliddesc = table->table_id;
+			enr->md.tupdesc = NULL;
+			enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+			enr->md.enrtuples = tuplestore_tuple_count(newtable);
+			enr->reldata = newtable;
+			register_ENR(queryEnv, enr);
+
+			nsitem = addRangeTableEntryForENR(pstate, makeRangeVar(NULL, enr->md.name, -1), true);
+			rte = nsitem->p_rte;
+
+			query->rtable = lappend(query->rtable, rte);
+
+			count++;
+		}
+	}
+}
+
+#define DatumGetItemPointer(X)	 ((ItemPointer) DatumGetPointer(X))
+#define PG_GETARG_ITEMPOINTER(n) DatumGetItemPointer(PG_GETARG_DATUM(n))
+
+/*
+ * ivm_visible_in_prestate
+ *
+ * Check visibility of a tuple specified by the tableoid and item pointer
+ * using the snapshot taken just before the table was modified.
+ */
+Datum
+ivm_visible_in_prestate(PG_FUNCTION_ARGS)
+{
+	Oid			tableoid = PG_GETARG_OID(0);
+	ItemPointer itemPtr = PG_GETARG_ITEMPOINTER(1);
+	Oid			matviewOid = PG_GETARG_OID(2);
+	MV_TriggerHashEntry *entry;
+	MV_TriggerTable		*table = NULL;
+	ListCell   *lc;
+	bool	found;
+	bool	result;
+
+	if (!in_delta_calculation)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("ivm_visible_in_prestate can be called only in delta calculation")));
+
+	entry = (MV_TriggerHashEntry *) hash_search(mv_trigger_info,
+											  (void *) &matviewOid,
+											  HASH_FIND, &found);
+	Assert (found && entry != NULL);
+
+	foreach(lc, entry->tables)
+	{
+		table = (MV_TriggerTable *) lfirst(lc);
+		if (table->table_id == tableoid)
+			break;
+	}
+
+	Assert (table != NULL);
+
+	result = table_tuple_fetch_row_version(table->rel, itemPtr, entry->snapshot, table->slot);
+
+	PG_RETURN_BOOL(result);
+}
+
+/*
+ * get_prestate_rte
+ *
+ * Rewrite RTE of the modified table to a subquery which represents
+ * "pre-state" table. The original RTE is saved in table->rte_original.
+ */
+static RangeTblEntry*
+get_prestate_rte(RangeTblEntry *rte, MV_TriggerTable *table,
+				 QueryEnvironment *queryEnv, Oid matviewid)
+{
+	StringInfoData str;
+	RawStmt *raw;
+	Query *subquery;
+	ParseState *pstate;
+	char *relname;
+	static char *subquery_tl;
+	int i;
+
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_SELECT_TARGET;
+
+	relname = quote_qualified_identifier(
+					get_namespace_name(RelationGetNamespace(table->rel)),
+									   RelationGetRelationName(table->rel));
+
+	subquery_tl = make_subquery_targetlist_from_table(table);
+
+	/*
+	 * Filtering inserted row using the snapshot taken before the table
+	 * is modified. ctid is required for maintaining outer join views.
+	 */
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		"SELECT %s FROM %s t"
+		" WHERE pg_catalog.ivm_visible_in_prestate(t.tableoid, t.ctid ,%d::pg_catalog.oid)",
+			subquery_tl, relname, matviewid);
+
+	/*
+	 * Re-add rows deleted from the old transition tables, excluding those
+	 * also present in the new transition tables.
+	 */
+	if (list_length(table->old_tuplestores) > 0)
+	{
+		appendStringInfo(&str," UNION ALL SELECT %s  FROM (",
+			subquery_tl);
+
+		for (i = 0; i < list_length(table->old_tuplestores); i++)
+		{
+			if (i != 0)
+				appendStringInfo(&str, " UNION ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("old", table->table_id, i));
+		}
+		for (i = 0; i < list_length(table->new_tuplestores); i++)
+		{
+			appendStringInfo(&str, " EXCEPT ALL ");
+			appendStringInfo(&str," TABLE %s",
+				make_delta_enr_name("new", table->table_id, i));
+		}
+		appendStringInfo(&str,")");
+	}
+
+	/* Get a subquery representing pre-state of the table */
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	subquery = transformStmt(pstate, raw->stmt);
+
+	/* save the original RTE */
+	table->original_rte = copyObject(rte);
+
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = subquery;
+	rte->security_barrier = false;
+
+	/* Clear fields that should not be set in a subquery RTE */
+	rte->relid = InvalidOid;
+	rte->relkind = 0;
+	rte->rellockmode = 0;
+	rte->tablesample = NULL;
+	rte->perminfoindex = 0;         /* no permission checking for this RTE */
+	rte->inh = false;			/* must not be set for a subquery */
+
+	return rte;
+}
+
+/*
+ * make_subquery_targetlist_from_table
+ *
+ * Make a targetlist string of a subquery representing a delta table or a
+ * pre-update state table. This subquery substitutes a modified table RTE
+ * in the view definition query during view maintenance. In the targetlist,
+ * column names appear in order of the table definition. However, for
+ * attribute numbers of vars in the query tree to reference columns of the
+ * subquery  correctly even though the table has a dropped column, put "null"
+ * as a dummy value at the position of a dropped column.
+ *
+ * We would also able to walk the query tree to rewrite varattnos, but
+ * crafting targetlist is more simple and reasonable.
+ */
+static char*
+make_subquery_targetlist_from_table(MV_TriggerTable *table)
+{
+	StringInfoData str;
+	TupleDesc	tupdesc;
+	int			i;
+
+	tupdesc = RelationGetDescr(table->rel);
+	initStringInfo(&str);
+	for (i = 0; i < tupdesc->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(tupdesc, i);
+
+		if (i > 0)
+			appendStringInfo(&str, ", ");
+
+		if (attr->attisdropped)
+			appendStringInfo(&str, "null");
+		else
+			appendStringInfo(&str, "%s", quote_identifier(NameStr(attr->attname)));
+	}
+
+	return str.data;
+}
+
+/*
+ * make_delta_enr_name
+ *
+ * Make a name for ENR of a transition table from the base table's oid.
+ * prefix will be "new" or "old" depending on its transition table kind..
+ */
+static char*
+make_delta_enr_name(const char *prefix, Oid relid, int count)
+{
+	char buf[NAMEDATALEN];
+	char *name;
+
+	snprintf(buf, NAMEDATALEN, "__ivm_%s_%u_%u", prefix, relid, count);
+	name = pstrdup(buf);
+
+	return name;
+}
+
+/*
+ * makeDeltaTable
+ *
+ * Make a RTE representing a delta of the specified table.
+ */
+static RangeTblEntry*
+makeDeltaTable(RangeTblEntry *rte, MV_TriggerTable *table,
+		   bool is_new, QueryEnvironment *queryEnv)
+{
+	StringInfoData str;
+	ParseState	*pstate;
+	RawStmt *raw;
+	Query *sub;
+	int		i;
+
+	const char *prefix_union = is_new ? "new" : "old";
+	const char *prefix_except = is_new ? "old" : "new";
+	int num_union = is_new ? list_length(table->new_tuplestores) : list_length(table->old_tuplestores);
+	int num_except = is_new ? list_length(table->old_tuplestores) : list_length(table->new_tuplestores);
+
+	/* the previous RTE must be a subquery which represents "pre-state" table */
+	Assert(rte->rtekind == RTE_SUBQUERY);
+
+	/* Create a ParseState for rewriting the view definition query */
+	pstate = make_parsestate(NULL);
+	pstate->p_queryEnv = queryEnv;
+	pstate->p_expr_kind = EXPR_KIND_NONE;
+
+	initStringInfo(&str);
+	appendStringInfo(&str,
+		" SELECT %s FROM ( ",
+		make_subquery_targetlist_from_table(table));
+
+	for (i = 0; i < num_union; i++)
+	{
+		if (i > 0)
+			appendStringInfo(&str, " UNION ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_union, table->table_id, i));
+	}
+	for (i = 0; i < num_except; i++)
+	{
+		appendStringInfo(&str, " EXCEPT ALL ");
+
+		appendStringInfo(&str,
+			" TABLE  %s",
+			make_delta_enr_name(prefix_except, table->table_id, i));
+	}
+	appendStringInfo(&str,")");
+
+	raw = (RawStmt*)linitial(raw_parser(str.data, RAW_PARSE_DEFAULT));
+	sub = transformStmt(pstate, raw->stmt);
+
+	/*
+	 * Update the subquery so that it represent the combined transition
+	 * table.  Note that we leave the security_barrier and securityQuals
+	 * fields so that the subquery relation can be protected by the RLS
+	 * policy as same as the modified table.
+	 */
+	rte->rtekind = RTE_SUBQUERY;
+	rte->subquery = sub;
+
+	return rte;
+}
+
+/*
+ * rewrite_query_for_counting
+ *
+ * Rewrite query for counting duplicated tuples.
+ */
+static Query *
+rewrite_query_for_counting(Query *query, ParseState *pstate)
+{
+	TargetEntry *tle_count;
+	FuncCall *fn;
+	Node *node;
+
+	/* Add count(*) for counting distinct tuples in views */
+	fn = makeFuncCall(SystemFuncName("count"), NIL, COERCE_EXPLICIT_CALL, -1);
+	fn->agg_star = true;
+	if (!query->groupClause && !query->hasAggs)
+		query->groupClause = transformDistinctClause(NULL, &query->targetList, query->sortClause, false);
+
+	node = ParseFuncOrColumn(pstate, fn->funcname, NIL, NULL, fn, false, -1);
+
+	tle_count = makeTargetEntry((Expr *) node,
+								list_length(query->targetList) + 1,
+								pstrdup("__ivm_count__"),
+								false);
+	query->targetList = lappend(query->targetList, tle_count);
+	query->hasAggs = true;
+
+	return query;
+}
+
+/*
+ * calc_delta
+ *
+ * Calculate view deltas generated under the modification of a table specified
+ * by the RTE index.
+ */
+static void
+calc_delta(MV_TriggerTable *table, int rte_index, Query *query,
+			DestReceiver *dest_old, DestReceiver *dest_new,
+			TupleDesc *tupdesc_old, TupleDesc *tupdesc_new,
+			QueryEnvironment *queryEnv)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+	RangeTblEntry *rte = (RangeTblEntry *) lfirst(lc);
+
+	in_delta_calculation = true;
+
+	/* Generate old delta */
+	if (dest_old && list_length(table->old_tuplestores) > 0)
+	{
+		/* Replace the modified table with the old delta table and calculate the old view delta. */
+		lfirst(lc) = makeDeltaTable(rte, table, false, queryEnv);
+		refresh_matview_datafill(dest_old, query, queryEnv, tupdesc_old, "", false);
+	}
+
+	/* Generate new delta */
+	if (dest_new && list_length(table->new_tuplestores) > 0)
+	{
+		/* Replace the modified table with the new delta table and calculate the new view delta*/
+		lfirst(lc) = makeDeltaTable(rte, table, true, queryEnv);
+		refresh_matview_datafill(dest_new, query, queryEnv, tupdesc_new, "", false);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * rewrite_query_for_postupdate_state
+ *
+ * Rewrite the query so that the specified base table's RTEs will represent
+ * "post-update" state of tables. This is called after the view delta
+ * calculation due to changes on this table finishes.
+ */
+static Query*
+rewrite_query_for_postupdate_state(Query *query, MV_TriggerTable *table, int rte_index)
+{
+	ListCell *lc = list_nth_cell(query->rtable, rte_index - 1);
+
+	/* Retore the original RTE */
+	lfirst(lc) = table->original_rte;
+
+	return query;
+}
+
+/*
+ * apply_delta
+ *
+ * Apply deltas to the materialized view. In outer join cases, this requires
+ * the view maintenance graph.
+ */
+static void
+apply_delta(Oid matviewOid, Tuplestorestate *old_tuplestores, Tuplestorestate *new_tuplestores,
+			TupleDesc tupdesc_old, TupleDesc tupdesc_new,
+			Query *query)
+{
+	StringInfoData querybuf;
+	StringInfoData target_list_buf;
+	Relation	matviewRel;
+	char	   *matviewname;
+	ListCell	*lc;
+	int			i;
+	List	   *keys = NIL;
+
+
+	/*
+	 * get names of the materialized view and delta tables
+	 */
+
+	matviewRel = table_open(matviewOid, NoLock);
+	matviewname = quote_qualified_identifier(get_namespace_name(RelationGetNamespace(matviewRel)),
+											 RelationGetRelationName(matviewRel));
+
+	/*
+	 * Build parts of the maintenance queries
+	 */
+
+	initStringInfo(&querybuf);
+	initStringInfo(&target_list_buf);
+
+	/* build string of target list */
+	for (i = 0; i < matviewRel->rd_att->natts; i++)
+	{
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+		char   *resname = NameStr(attr->attname);
+
+		if (i != 0)
+			appendStringInfo(&target_list_buf, ", ");
+		appendStringInfo(&target_list_buf, "%s", quote_qualified_identifier(NULL, resname));
+	}
+
+	i = 0;
+	foreach (lc, query->targetList)
+	{
+		TargetEntry *tle = (TargetEntry *) lfirst(lc);
+		Form_pg_attribute attr = TupleDescAttr(matviewRel->rd_att, i);
+
+		i++;
+
+		if (tle->resjunk)
+			continue;
+
+		keys = lappend(keys, attr);
+	}
+
+	/* Start maintaining the materialized view. */
+	OpenMatViewIncrementalMaintenance();
+
+	/* Open SPI context. */
+	if (SPI_connect() != SPI_OK_CONNECT)
+		elog(ERROR, "SPI_connect failed");
+
+	/* For tuple deletion */
+	if (old_tuplestores && tuplestore_tuple_count(old_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int				rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(OLD_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_old;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(old_tuplestores);
+		enr->reldata = old_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		apply_old_delta(matviewname, OLD_DELTA_ENRNAME, keys);
+
+	}
+	/* For tuple insertion */
+	if (new_tuplestores && tuplestore_tuple_count(new_tuplestores) > 0)
+	{
+		EphemeralNamedRelation enr = palloc(sizeof(EphemeralNamedRelationData));
+		int rc;
+
+		/* convert tuplestores to ENR, and register for SPI */
+		enr->md.name = pstrdup(NEW_DELTA_ENRNAME);
+		enr->md.reliddesc = InvalidOid;
+		enr->md.tupdesc = tupdesc_new;;
+		enr->md.enrtype = ENR_NAMED_TUPLESTORE;
+		enr->md.enrtuples = tuplestore_tuple_count(new_tuplestores);
+		enr->reldata = new_tuplestores;
+
+		rc = SPI_register_relation(enr);
+		if (rc != SPI_OK_REL_REGISTER)
+			elog(ERROR, "SPI_register failed");
+
+		/* apply new delta */
+		apply_new_delta(matviewname, NEW_DELTA_ENRNAME, &target_list_buf);
+	}
+
+	/* We're done maintaining the materialized view. */
+	CloseMatViewIncrementalMaintenance();
+
+	table_close(matviewRel, NoLock);
+
+	/* Close SPI context. */
+	if (SPI_finish() != SPI_OK_FINISH)
+		elog(ERROR, "SPI_finish failed");
+}
+
+/*
+ * apply_old_delta
+ *
+ * Execute a query for applying a delta table given by deltname_old
+ * which contains tuples to be deleted from to a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_old_delta(const char *matviewname, const char *deltaname_old,
+				List *keys)
+{
+	StringInfoData	querybuf;
+	StringInfoData	keysbuf;
+	char   *match_cond;
+	ListCell *lc;
+
+	/* build WHERE condition for searching tuples to be deleted */
+	match_cond = get_matching_condition_string(keys);
+
+	/* build string of keys list */
+	initStringInfo(&keysbuf);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		appendStringInfo(&keysbuf, "%s", quote_qualified_identifier("mv", resname));
+		if (lnext(keys, lc))
+			appendStringInfo(&keysbuf, ", ");
+	}
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+	"DELETE FROM %s WHERE ctid IN ("
+		"SELECT tid FROM (SELECT pg_catalog.row_number() over (partition by %s) AS \"__ivm_row_number__\","
+								  "mv.ctid AS tid,"
+								  "diff.\"__ivm_count__\""
+						 "FROM %s AS mv, %s AS diff "
+						 "WHERE %s) v "
+					"WHERE v.\"__ivm_row_number__\" OPERATOR(pg_catalog.<=) v.\"__ivm_count__\")",
+					matviewname,
+					keysbuf.data,
+					matviewname, deltaname_old,
+					match_cond);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_DELETE)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * apply_new_delta
+ *
+ * Execute a query for applying a delta table given by deltname_new
+ * which contains tuples to be inserted into a materialized view given by
+ * matviewname.  This is used when counting is not required.
+ */
+static void
+apply_new_delta(const char *matviewname, const char *deltaname_new,
+				StringInfo target_list)
+{
+	StringInfoData	querybuf;
+
+	/* Search for matching tuples from the view and update or delete if found. */
+	initStringInfo(&querybuf);
+	appendStringInfo(&querybuf,
+					"INSERT INTO %s (%s) SELECT %s FROM ("
+						"SELECT diff.*, pg_catalog.generate_series(1, diff.\"__ivm_count__\")"
+							" AS __ivm_generate_series__ "
+						"FROM %s AS diff) AS v",
+					matviewname, target_list->data, target_list->data,
+					deltaname_new);
+
+	if (SPI_exec(querybuf.data, 0) != SPI_OK_INSERT)
+		elog(ERROR, "SPI_exec failed: %s", querybuf.data);
+}
+
+/*
+ * get_matching_condition_string
+ *
+ * Build a predicate string for looking for a tuple with given keys.
+ */
+static char *
+get_matching_condition_string(List *keys)
+{
+	StringInfoData match_cond;
+	ListCell	*lc;
+
+	/* If there is no key columns, the condition is always true. */
+	if (keys == NIL)
+		return "true";
+
+	initStringInfo(&match_cond);
+	foreach (lc, keys)
+	{
+		Form_pg_attribute attr = (Form_pg_attribute) lfirst(lc);
+		char   *resname = NameStr(attr->attname);
+		char   *mv_resname = quote_qualified_identifier("mv", resname);
+		char   *diff_resname = quote_qualified_identifier("diff", resname);
+		Oid		typid = attr->atttypid;
+
+		/* Considering NULL values, we can not use simple = operator. */
+		appendStringInfo(&match_cond, "(");
+		generate_equal(&match_cond, typid, mv_resname, diff_resname);
+		appendStringInfo(&match_cond, " OR (%s IS NULL AND %s IS NULL))",
+						 mv_resname, diff_resname);
+
+		if (lnext(keys, lc))
+			appendStringInfo(&match_cond, " AND ");
+	}
+
+	return match_cond.data;
+}
+
+/*
+ * generate_equals
+ *
+ * Generate an equality clause using given operands' default equality
+ * operator.
+ */
+static void
+generate_equal(StringInfo querybuf, Oid opttype,
+			   const char *leftop, const char *rightop)
+{
+	TypeCacheEntry *typentry;
+
+	typentry = lookup_type_cache(opttype, TYPECACHE_EQ_OPR);
+	if (!OidIsValid(typentry->eq_opr))
+		ereport(ERROR,
+				(errcode(ERRCODE_UNDEFINED_FUNCTION),
+				 errmsg("could not identify an equality operator for type %s",
+						format_type_be_qualified(opttype))));
+
+	generate_operator_clause(querybuf,
+							 leftop, opttype,
+							 typentry->eq_opr,
+							 rightop, opttype);
+}
+
+/*
+ * mv_InitHashTables
+ */
+static void
+mv_InitHashTables(void)
+{
+	HASHCTL		ctl;
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(MV_TriggerHashEntry);
+	mv_trigger_info = hash_create("MV trigger info",
+								 MV_INIT_QUERYHASHSIZE,
+								 &ctl, HASH_ELEM | HASH_BLOBS);
+
+	memset(&ctl, 0, sizeof(ctl));
+	ctl.keysize = sizeof(Oid);
+	ctl.entrysize = sizeof(DroppedImmvInfo);
+	dropped_immv = hash_create("Dropped IMMVs", 16,
+							   &ctl, HASH_ELEM | HASH_BLOBS);
+}
+
+/*
+ * AtAbort_IVM
+ *
+ * Clean up hash entries for all materialized views. This is called at
+ * (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ *
+ * Also, remove dropped IMMV information if it is aborted.
+ */
+void
+AtAbort_IVM(SubTransactionId subxid)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+			clean_up_IVM_hash_entry(entry, true, subxid);
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			if (subxid == InvalidSubTransactionId || subxid == entry->subxid)
+				hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * AtPreCommit_IVM
+ *
+ * Record the transaction ID that updated the view incrementally.
+ * Also, remove the entry for dropped IMMVs.
+ */
+void
+AtPreCommit_IVM(void)
+{
+	HASH_SEQ_STATUS seq;
+
+	if (mv_trigger_info)
+	{
+		MV_TriggerHashEntry *entry;
+
+		/*
+		 * Record the transaction ID that udpate the view incrementally,
+		 * and perform the final clean up of the entry.
+		 */
+		hash_seq_init(&seq, mv_trigger_info);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			setLastUpdateXid(entry->matview_id, GetTopFullTransactionId());
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, NULL);
+		}
+	}
+
+	if (dropped_immv)
+	{
+		DroppedImmvInfo *entry;
+
+		LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+		hash_seq_init(&seq, dropped_immv);
+		while ((entry = hash_seq_search(&seq)) != NULL)
+		{
+			hash_search(LastIvmUpdateHash, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+			hash_search(dropped_immv, (void *) &entry->immv_oid, HASH_REMOVE, NULL);
+		}
+		LWLockRelease(IvmControlLock);
+	}
+
+	in_delta_calculation = false;
+}
+
+/*
+ * clean_up_IVM_hash_entry
+ *
+ * Clean up tuple stores and hash entries for a materialized view after its
+ * maintenance finished. This is called at the end of table modifying query
+ * or (sub-)transaction abort. When the top-level transaction is aborted,
+ * InvalidSubTransactionId is set to subxid.
+ */
+static void
+clean_up_IVM_hash_entry(MV_TriggerHashEntry *entry, bool is_abort,
+						SubTransactionId subxid)
+{
+	bool found;
+	ListCell *lc;
+
+	/* clean up tuple stores */
+	foreach(lc, entry->tables)
+	{
+		MV_TriggerTable *table = (MV_TriggerTable *) lfirst(lc);
+
+		list_free(table->old_tuplestores);
+		list_free(table->new_tuplestores);
+		if (!is_abort)
+		{
+			ExecDropSingleTupleTableSlot(table->slot);
+			table_close(table->rel, NoLock);
+		}
+	}
+	list_free(entry->tables);
+	entry->tables = NIL;
+
+	if (is_abort)
+	{
+		bool	remove_entry = false;
+
+		/*
+		 * When the top-level transaction is aborted, remove all subxids.
+		 * When a sub-transaction is aborted, remove only its subxid.
+		 */
+		if (subxid == InvalidSubTransactionId)
+			remove_entry = true;
+		else
+		{
+			foreach(lc, entry->subxids)
+			{
+				if (lfirst_xid(lc) == subxid)
+				{
+					entry->subxids = list_delete_cell(entry->subxids, lc);
+					break;
+				}
+			}
+
+			/*
+			 * If all the subxid are removed, it means that the view was not
+			 * updated at all in this transaction.
+			 */
+			if (list_length(entry->subxids) == 0)
+				remove_entry = true;
+		}
+
+		/*
+		 * Remove entries of not updated views from the hash table.
+		 */
+		if (remove_entry)
+			hash_search(mv_trigger_info, (void *) &entry->matview_id, HASH_REMOVE, &found);
+	}
+	else
+	{
+		/* When the query sucsessully finished, unregister the snapshot */
+		UnregisterSnapshot(entry->snapshot);
+	}
+
+	entry->snapshot = InvalidSnapshot;
+}
+
+/*
+ * setLastUpdateXid
+ *
+ * Store the transaction ID that updated the view incremenally.
+ */
+static void
+setLastUpdateXid(Oid immv_oid, FullTransactionId xid)
+{
+	LastIvmUpdateEntry *entry;
+
+	LWLockAcquire(IvmControlLock, LW_EXCLUSIVE);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->oid = immv_oid;
+	entry->last_ivm_update = xid;
+	LWLockRelease(IvmControlLock);
+}
+
+/*
+ * getLastUpdateXid
+ *
+ * Get the most recent transaction ID that updated the view incrementally.
+ */
+static FullTransactionId
+getLastUpdateXid(Oid immv_oid)
+{
+	FullTransactionId xid = InvalidFullTransactionId;
+	LastIvmUpdateEntry *entry;
+	bool found;
+
+	LWLockAcquire(IvmControlLock, LW_SHARED);
+	entry = (LastIvmUpdateEntry *) hash_search(LastIvmUpdateHash, (void *) &immv_oid, HASH_FIND, &found);
+	LWLockRelease(IvmControlLock);
+	if (found)
+		xid = entry->last_ivm_update;
+
+	return xid;
+}
+
+void
+removeImmv(Oid immv_oid)
+{
+	DroppedImmvInfo *entry;
+
+	if (!dropped_immv)
+		mv_InitHashTables();
+
+	entry = (DroppedImmvInfo *) hash_search(dropped_immv, (void *) &immv_oid, HASH_ENTER, NULL);
+	entry->subxid = GetCurrentSubTransactionId();
+}
+
+/*
+ * isIvmName
+ *
+ * Check if this is a IVM hidden column from the name.
+ */
+bool
+isIvmName(const char *s)
+{
+	if (s)
+		return (strncmp(s, "__ivm_", 6) == 0);
+	return false;
+}
diff --git a/src/backend/commands/tablecmds.c b/src/backend/commands/tablecmds.c
index a1845240a98..99bc709959a 100644
--- a/src/backend/commands/tablecmds.c
+++ b/src/backend/commands/tablecmds.c
@@ -62,6 +62,7 @@
 #include "commands/defrem.h"
 #include "commands/event_trigger.h"
 #include "commands/extension.h"
+#include "commands/matview.h"
 #include "commands/repack.h"
 #include "commands/sequence.h"
 #include "commands/tablecmds.h"
@@ -1804,6 +1805,9 @@ RangeVarCallbackForDropRelation(const RangeVar *rel, Oid relOid, Oid oldRelOid,
 	state->actual_relkind = classform->relkind;
 	state->actual_relpersistence = classform->relpersistence;
 
+	if (classform->relkind == RELKIND_MATVIEW && classform->relisivm)
+		removeImmv(relOid);
+
 	/*
 	 * Both RELKIND_RELATION and RELKIND_PARTITIONED_TABLE are OBJECT_TABLE,
 	 * but RemoveRelations() can only pass one relkind for a given relation.
diff --git a/src/backend/utils/activity/wait_event_names.txt b/src/backend/utils/activity/wait_event_names.txt
index 560659f9568..d97c35eeef0 100644
--- a/src/backend/utils/activity/wait_event_names.txt
+++ b/src/backend/utils/activity/wait_event_names.txt
@@ -370,6 +370,7 @@ WaitLSN	"Waiting to read or update shared Wait-for-LSN state."
 LogicalDecodingControl	"Waiting to read or update logical decoding status information."
 DataChecksumsWorker	"Waiting for data checksums worker."
 AioWorkerControl	"Waiting to update AIO worker information."
+IvmControl	"Waiting for read or update IMMV information.."
 
 #
 # END OF PREDEFINED LWLOCKS (DO NOT CHANGE THIS LINE)
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index be157a5fbe9..b8722eea7a4 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -12693,4 +12693,14 @@
   proname => 'hashoid8extended', prorettype => 'int8',
   proargtypes => 'oid8 int8', prosrc => 'hashoid8extended' },
 
+# IVM
+{ oid => '786', descr => 'ivm trigger (before)',
+  proname => 'IVM_immediate_before', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_before' },
+{ oid => '787', descr => 'ivm trigger (after)',
+  proname => 'IVM_immediate_maintenance', provolatile => 'v', prorettype => 'trigger',
+  proargtypes => '', prosrc => 'IVM_immediate_maintenance' },
+{ oid => '788', descr => 'ivm filetring ',
+  proname => 'ivm_visible_in_prestate', provolatile => 's', prorettype => 'bool',
+  proargtypes => 'oid tid oid', prosrc => 'ivm_visible_in_prestate' },
 ]
diff --git a/src/include/commands/createas.h b/src/include/commands/createas.h
index f895c67c0c2..c286ebcd70e 100644
--- a/src/include/commands/createas.h
+++ b/src/include/commands/createas.h
@@ -16,6 +16,7 @@
 
 #include "catalog/objectaddress.h"
 #include "nodes/params.h"
+#include "nodes/pathnodes.h"
 #include "parser/parse_node.h"
 #include "tcop/dest.h"
 #include "utils/queryenvironment.h"
@@ -25,6 +26,9 @@ extern ObjectAddress ExecCreateTableAs(ParseState *pstate, CreateTableAsStmt *st
 									   ParamListInfo params, QueryEnvironment *queryEnv,
 									   QueryCompletion *qc);
 
+extern void CreateIvmTriggersOnBaseTables(Query *qry, Oid matviewOid);
+extern void CreateIndexOnIMMV(Query *query, Relation matviewRel);
+
 extern int	GetIntoRelEFlags(IntoClause *intoClause);
 
 extern DestReceiver *CreateIntoRelDestReceiver(IntoClause *intoClause);
diff --git a/src/include/commands/matview.h b/src/include/commands/matview.h
index 738c731c1a9..f1dbfc052c5 100644
--- a/src/include/commands/matview.h
+++ b/src/include/commands/matview.h
@@ -15,6 +15,7 @@
 #define MATVIEW_H
 
 #include "catalog/objectaddress.h"
+#include "fmgr.h"
 #include "nodes/params.h"
 #include "nodes/parsenodes.h"
 #include "tcop/dest.h"
@@ -23,6 +24,8 @@
 
 extern void SetMatViewPopulatedState(Relation relation, bool newstate);
 
+extern void SetMatViewIVMState(Relation relation, bool newstate);
+
 extern ObjectAddress ExecRefreshMatView(RefreshMatViewStmt *stmt, const char *queryString,
 										QueryCompletion *qc);
 extern ObjectAddress RefreshMatViewByOid(Oid matviewOid, bool is_create, bool skipData,
@@ -33,4 +36,12 @@ extern DestReceiver *CreateTransientRelDestReceiver(Oid transientoid);
 
 extern bool MatViewIncrementalMaintenanceIsEnabled(void);
 
+extern Datum IVM_immediate_before(PG_FUNCTION_ARGS);
+extern Datum IVM_immediate_maintenance(PG_FUNCTION_ARGS);
+extern Datum IVM_visible_in_prestate(PG_FUNCTION_ARGS);
+extern void AtAbort_IVM(SubTransactionId subtxid);
+extern void AtPreCommit_IVM(void);
+extern void removeImmv(Oid immv_oid);
+extern bool isIvmName(const char *s);
+
 #endif							/* MATVIEW_H */
diff --git a/src/include/storage/lwlocklist.h b/src/include/storage/lwlocklist.h
index d7eb648bd27..756c63baf97 100644
--- a/src/include/storage/lwlocklist.h
+++ b/src/include/storage/lwlocklist.h
@@ -89,6 +89,7 @@ PG_LWLOCK(54, WaitLSN)
 PG_LWLOCK(55, LogicalDecodingControl)
 PG_LWLOCK(56, DataChecksumsWorker)
 PG_LWLOCK(57, AioWorkerControl)
+PG_LWLOCK(58, IvmControl)
 
 /*
  * There also exist several built-in LWLock tranches.  As with the predefined
diff --git a/src/include/storage/subsystemlist.h b/src/include/storage/subsystemlist.h
index 9ad619080be..481e15d00a1 100644
--- a/src/include/storage/subsystemlist.h
+++ b/src/include/storage/subsystemlist.h
@@ -88,3 +88,6 @@ PG_SHMEM_SUBSYSTEM(DataChecksumsShmemCallbacks)
 
 /* AIO subsystem. This delegates to the method-specific callbacks */
 PG_SHMEM_SUBSYSTEM(AioShmemCallbacks)
+
+/* Incremental View Maintenance */
+PG_SHMEM_SUBSYSTEM(IvmShmemCallbacks)
-- 
2.43.0


--Multipart=_Fri__29_May_2026_23_14_17_+0900_Te0o73X2VqYK57Gd
Content-Type: text/x-diff;
 name="v37-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
Content-Disposition: attachment;
 filename="v37-0005-Add-Incremental-View-Maintenance-support-to-psql.patch"
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-- links below jump to the message on this page --
2017-12-21 08:33 [PATCH 4/6] TAP test for the slot limit feature Kyotaro Horiguchi <[email protected]>
2017-12-21 08:33 [PATCH 4/6] TAP test for the slot limit feature Kyotaro Horiguchi <[email protected]>
2017-12-21 08:33 [PATCH 4/6] TAP test for the slot limit feature Kyotaro Horiguchi <[email protected]>
2017-12-21 08:33 [PATCH 4/6] TAP test for the slot limit feature Kyotaro Horiguchi <[email protected]>
2019-08-22 08:06 [PATCH 1/1] Fix overflow check and comment in GIN posting list encoding. Heikki Linnakangas <[email protected]>
2019-12-20 01:21 [PATCH v29 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v23 06/15] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v27 5/9] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v24 06/15] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v29 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v25 06/15] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v30 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v32 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v27 5/9] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v29 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v30 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v29 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v28 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v31 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v30 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v24 06/15] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2019-12-20 01:21 [PATCH v26 06/10] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v24 05/15] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v39 4/8] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v38 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v26 05/10] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v28 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v39 4/8] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v37 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v30 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v32 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v39 4/8] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v30 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v31 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v30 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v24 05/15] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v38 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v37 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v25 05/15] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v23 05/15] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v29 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v27 4/9] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v27 4/9] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v38 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-11-11 08:01 [PATCH v37 04/11] Add Incremental View Maintenance support to pg_dump Yugo Nagata <[email protected]>
2020-12-22 09:40 [PATCH v26 07/10] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2020-12-22 09:40 [PATCH v24 07/15] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2020-12-22 09:40 [PATCH v25 07/15] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2020-12-22 09:40 [PATCH v24 07/15] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2020-12-22 09:40 [PATCH v23 07/15] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2022-04-21 02:58 [PATCH v27 6/9] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2022-04-21 02:58 [PATCH v27 6/9] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v30 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v29 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v28 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v29 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v30 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v30 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v30 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v32 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v29 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-05-31 09:59 [PATCH v31 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2023-11-14 23:07 Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
2023-11-15 10:06 ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
2023-11-15 11:44 ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
2023-11-15 14:25   ` Re: Allow tests to pass in OpenSSL FIPS mode Daniel Gustafsson <[email protected]>
2023-11-15 20:29     ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
2023-11-17 18:45       ` Re: Allow tests to pass in OpenSSL FIPS mode Peter Eisentraut <[email protected]>
2024-04-19 03:50         ` Re: Allow tests to pass in OpenSSL FIPS mode Thomas Munro <[email protected]>
2024-04-19 04:00           ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
2024-04-19 04:12             ` Re: Allow tests to pass in OpenSSL FIPS mode Thomas Munro <[email protected]>
2025-09-14 19:02 ` Re: Allow tests to pass in OpenSSL FIPS mode Tom Lane <[email protected]>
2026-05-29 09:05 [PATCH v37 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v39 5/8] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v37 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v38 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v38 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v39 5/8] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v38 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v37 05/11] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:05 [PATCH v39 5/8] Add Incremental View Maintenance support to psql Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v39 6/8] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v38 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v37 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v39 6/8] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v37 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v38 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v39 6/8] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v38 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>
2026-05-29 09:06 [PATCH v37 06/11] Add Incremental View Maintenance support Yugo Nagata <[email protected]>

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