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[PATCH v1] Prevent jumbling of every element in ArrayExpr
31+ messages / 2 participants
[nested] [flat]

* [PATCH v2] Prevent jumbling of every element in ArrayExpr
@ 2020-11-17 15:18 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2020-11-17 15:18 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts contribute nothing to the jumble hash if they're
part of a series and at position further that specified threshold. Do
the same for similar queries with VALUES as well.
---
 .../expected/pg_stat_statements.out           | 657 +++++++++++++++++-
 .../pg_stat_statements/pg_stat_statements.c   | 262 ++++++-
 .../sql/pg_stat_statements.sql                | 129 ++++
 3 files changed, 1034 insertions(+), 14 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 2a303a7f07..6978e37ca7 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -205,7 +205,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  INSERT INTO test VALUES(generate_series($1, $2), $3)                         |     1 |   10
  SELECT * FROM test ORDER BY a                                                |     1 |   12
  SELECT * FROM test WHERE a > $1 ORDER BY a                                   |     2 |    4
- SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)                           |     1 |    8
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, ...)                          |     1 |    8
  SELECT pg_stat_statements_reset()                                            |     1 |    1
  SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     0 |    0
  UPDATE test SET b = $1 WHERE a = $2                                          |     6 |    6
@@ -861,4 +861,659 @@ SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE
  SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     1 |     0 |    0
 (6 rows)
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...) and data = $11 |     1
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     0
+(3 rows)
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ PREPARE query AS                                                      +|     1
+ SELECT * FROM test_merge WHERE id IN ($6, $7, $8, ...)                 | 
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- VALUES queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3)) q;
+ column1 
+---------
+       1
+       2
+       3
+(3 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3)) q                              |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index dd963c4644..0ca1437055 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -231,6 +231,8 @@ typedef struct pgssLocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } pgssLocationLen;
 
 /*
@@ -245,7 +247,10 @@ typedef struct pgssJumbleState
 	/* Number of bytes used in jumble[] */
 	Size		jumble_len;
 
-	/* Array of locations of constants that should be removed */
+	/*
+	 * Array of locations of constants that should be removed, or parameters
+	 * that are already replaced, but could be also processed to be merged
+	 */
 	pgssLocationLen *clocations;
 
 	/* Allocated length of clocations array */
@@ -299,6 +304,7 @@ static const struct config_enum_entry track_options[] =
 
 static int	pgss_max;			/* max # statements to track */
 static int	pgss_track;			/* tracking level */
+static int	pgss_merge_threshold;	/* minumum number of consts for merge */
 static bool pgss_track_utility; /* whether to track utility commands */
 static bool pgss_track_planning;	/* whether to track planning duration */
 static bool pgss_save;			/* whether to save stats across shutdown */
@@ -374,7 +380,9 @@ static void JumbleQuery(pgssJumbleState *jstate, Query *query);
 static void JumbleRangeTable(pgssJumbleState *jstate, List *rtable);
 static void JumbleRowMarks(pgssJumbleState *jstate, List *rowMarks);
 static void JumbleExpr(pgssJumbleState *jstate, Node *node);
-static void RecordConstLocation(pgssJumbleState *jstate, int location);
+static bool JumbleExprList(pgssJumbleState *jstate, Node *node);
+static void RecordConstLocation(pgssJumbleState *jstate, int location,
+								bool merged);
 static char *generate_normalized_query(pgssJumbleState *jstate, const char *query,
 									   int query_loc, int *query_len_p);
 static void fill_in_constant_lengths(pgssJumbleState *jstate, const char *query,
@@ -460,6 +468,19 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomIntVariable("pg_stat_statements.merge_threshold",
+							"After this number of duplicating constants start to merge them.",
+							NULL,
+							&pgss_merge_threshold,
+							5,
+							1,
+							INT_MAX,
+							PGC_SUSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
 	EmitWarningsOnPlaceholders("pg_stat_statements");
 
 	/*
@@ -863,7 +884,7 @@ pgss_post_parse_analyze(ParseState *pstate, Query *query)
 	jstate.jumble_len = 0;
 	jstate.clocations_buf_size = 32;
 	jstate.clocations = (pgssLocationLen *)
-		palloc(jstate.clocations_buf_size * sizeof(pgssLocationLen));
+		palloc0(jstate.clocations_buf_size * sizeof(pgssLocationLen));
 	jstate.clocations_count = 0;
 	jstate.highest_extern_param_id = 0;
 
@@ -2655,7 +2676,7 @@ JumbleRangeTable(pgssJumbleState *jstate, List *rtable)
 				JumbleExpr(jstate, (Node *) rte->tablefunc);
 				break;
 			case RTE_VALUES:
-				JumbleExpr(jstate, (Node *) rte->values_lists);
+				JumbleExprList(jstate, (Node *) rte->values_lists);
 				break;
 			case RTE_CTE:
 
@@ -2699,6 +2720,203 @@ JumbleRowMarks(pgssJumbleState *jstate, List *rowMarks)
 	}
 }
 
+static bool
+JumbleExprList(pgssJumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+
+	if (node == NULL)
+		return merged;
+
+	Assert(IsA(node, List));
+	firstExpr = (Node *) lfirst(list_head((List *) node));
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) firstExpr)
+			{
+				Node * subExpr = (Node *) lfirst(temp);
+
+				if (!IsA(subExpr, Const))
+				{
+					allConst = false;
+					break;
+				}
+			}
+
+			foreach(temp, (List *) node)
+			{
+				Node 		*expr = (Node *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, (List *) expr)
+				{
+					Node * subExpr = (Node *) lfirst(lc);
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (!equal(expr, firstExpr) && allConst &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+					Const *c = (Const *) linitial((List *) expr);
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, c->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+
+				if (!equal(expr, firstExpr) && IsA(expr, Const) &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+					Const *c = (Const *) expr;
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, c->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+			}
+			break;
+
+		case T_Param:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Param *p = (Param *) expr;
+
+				if (!equal(expr, firstExpr) && IsA(expr, Param) &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, p->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+
+				/*
+				 * To allow merging of parameters as well in
+				 * generate_normalized_query, remember it as a constant.
+				 */
+				RecordConstLocation(jstate, p->location, false);
+				currentExprIdx++;
+			}
+			break;
+
+		default:
+			foreach(temp, (List *) node)
+			{
+				JumbleExpr(jstate, (Node *) lfirst(temp));
+			}
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -2748,7 +2966,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -2936,7 +3154,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -3189,11 +3407,11 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
+ * Record location of constant or a parameter within query string of query tree
  * that is currently being walked.
  */
 static void
-RecordConstLocation(pgssJumbleState *jstate, int location)
+RecordConstLocation(pgssJumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -3210,6 +3428,8 @@ RecordConstLocation(pgssJumbleState *jstate, int location)
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify fill_in_constant_lengths */
 		jstate->clocations[jstate->clocations_count].length = -1;
+		jstate->clocations[jstate->clocations_count].merged = merged;
+
 		jstate->clocations_count++;
 	}
 }
@@ -3246,6 +3466,7 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -3284,12 +3505,27 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index e9f5bb84e3..9c95dc2a9e 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -358,4 +358,133 @@ SELECT 42;
 SELECT 42;
 SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- VALUES queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
 DROP EXTENSION pg_stat_statements;
-- 
2.21.0


--2rxgos7csfshja6i--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v3] Prevent jumbling of every element in ArrayExpr
@ 2020-11-17 15:18 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2020-11-17 15:18 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts contribute nothing to the jumble hash if they're
part of a series and at position further that specified threshold. Do
the same for similar queries with VALUES as well.
---
 .../expected/pg_stat_statements.out           | 750 +++++++++++++++++-
 .../pg_stat_statements/pg_stat_statements.c   | 262 +++++-
 .../sql/pg_stat_statements.sql                | 139 ++++
 3 files changed, 1137 insertions(+), 14 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 2a303a7f07..4b5ed40bb2 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -205,7 +205,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  INSERT INTO test VALUES(generate_series($1, $2), $3)                         |     1 |   10
  SELECT * FROM test ORDER BY a                                                |     1 |   12
  SELECT * FROM test WHERE a > $1 ORDER BY a                                   |     2 |    4
- SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)                           |     1 |    8
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, ...)                          |     1 |    8
  SELECT pg_stat_statements_reset()                                            |     1 |    1
  SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     0 |    0
  UPDATE test SET b = $1 WHERE a = $2                                          |     6 |    6
@@ -861,4 +861,752 @@ SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE
  SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     1 |     0 |    0
 (6 rows)
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...) and data = $11 |     1
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     0
+(3 rows)
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ PREPARE query AS                                                      +|     1
+ SELECT * FROM test_merge WHERE id IN ($6, $7, $8, ...)                 | 
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- VALUES queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3)) q;
+ column1 
+---------
+       1
+       2
+       3
+(3 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3)) q                              |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+(3 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+(4 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+(5 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+(6 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+(7 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+(8 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+       9 |       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6)) q                  |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8)) q        |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8), (...)) q |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index dd963c4644..103ecb7c61 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -231,6 +231,8 @@ typedef struct pgssLocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } pgssLocationLen;
 
 /*
@@ -245,7 +247,10 @@ typedef struct pgssJumbleState
 	/* Number of bytes used in jumble[] */
 	Size		jumble_len;
 
-	/* Array of locations of constants that should be removed */
+	/*
+	 * Array of locations of constants that should be removed, or parameters
+	 * that are already replaced, but could be also processed to be merged
+	 */
 	pgssLocationLen *clocations;
 
 	/* Allocated length of clocations array */
@@ -299,6 +304,7 @@ static const struct config_enum_entry track_options[] =
 
 static int	pgss_max;			/* max # statements to track */
 static int	pgss_track;			/* tracking level */
+static int	pgss_merge_threshold;	/* minumum number of consts for merge */
 static bool pgss_track_utility; /* whether to track utility commands */
 static bool pgss_track_planning;	/* whether to track planning duration */
 static bool pgss_save;			/* whether to save stats across shutdown */
@@ -374,7 +380,9 @@ static void JumbleQuery(pgssJumbleState *jstate, Query *query);
 static void JumbleRangeTable(pgssJumbleState *jstate, List *rtable);
 static void JumbleRowMarks(pgssJumbleState *jstate, List *rowMarks);
 static void JumbleExpr(pgssJumbleState *jstate, Node *node);
-static void RecordConstLocation(pgssJumbleState *jstate, int location);
+static bool JumbleExprList(pgssJumbleState *jstate, Node *node);
+static void RecordConstLocation(pgssJumbleState *jstate, int location,
+								bool merged);
 static char *generate_normalized_query(pgssJumbleState *jstate, const char *query,
 									   int query_loc, int *query_len_p);
 static void fill_in_constant_lengths(pgssJumbleState *jstate, const char *query,
@@ -460,6 +468,19 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomIntVariable("pg_stat_statements.merge_threshold",
+							"After this number of duplicate constants start to merge them.",
+							NULL,
+							&pgss_merge_threshold,
+							5,
+							1,
+							INT_MAX,
+							PGC_SUSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
 	EmitWarningsOnPlaceholders("pg_stat_statements");
 
 	/*
@@ -863,7 +884,7 @@ pgss_post_parse_analyze(ParseState *pstate, Query *query)
 	jstate.jumble_len = 0;
 	jstate.clocations_buf_size = 32;
 	jstate.clocations = (pgssLocationLen *)
-		palloc(jstate.clocations_buf_size * sizeof(pgssLocationLen));
+		palloc0(jstate.clocations_buf_size * sizeof(pgssLocationLen));
 	jstate.clocations_count = 0;
 	jstate.highest_extern_param_id = 0;
 
@@ -2655,7 +2676,7 @@ JumbleRangeTable(pgssJumbleState *jstate, List *rtable)
 				JumbleExpr(jstate, (Node *) rte->tablefunc);
 				break;
 			case RTE_VALUES:
-				JumbleExpr(jstate, (Node *) rte->values_lists);
+				JumbleExprList(jstate, (Node *) rte->values_lists);
 				break;
 			case RTE_CTE:
 
@@ -2699,6 +2720,203 @@ JumbleRowMarks(pgssJumbleState *jstate, List *rowMarks)
 	}
 }
 
+static bool
+JumbleExprList(pgssJumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+	int 		lastExprLenght = 0;
+
+	if (node == NULL)
+		return merged;
+
+	Assert(IsA(node, List));
+	firstExpr = (Node *) lfirst(list_head((List *) node));
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				List 		*expr = (List *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, expr)
+				{
+					Node * subExpr = (Node *) lfirst(lc);
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (!equal(expr, firstExpr) && allConst &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, (Node *) expr);
+
+						/*
+						 * An expr consisting of constants is already found,
+						 * JumbleExpr must record it. Mark all the constants as
+						 * merged, they will be the first merged but still
+						 * present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLenght - 1);
+						for (int i = 1; i < lastExprLenght + 1; i++)
+						{
+							pgssLocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+						foreach(lc, expr)
+						{
+							Const *c = (Const *) lfirst(lc);
+							RecordConstLocation(jstate, c->location, true);
+						}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, (Node *) expr);
+				currentExprIdx++;
+				lastExprLenght = expr->length;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+
+				if (!equal(expr, firstExpr) && IsA(expr, Const) &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+					{
+						Const *c = (Const *) expr;
+						RecordConstLocation(jstate, c->location, true);
+					}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+			}
+			break;
+
+		case T_Param:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Param *p = (Param *) expr;
+
+				if (!equal(expr, firstExpr) && IsA(expr, Param) &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, p->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+
+				/*
+				 * To allow merging of parameters as well in
+				 * generate_normalized_query, remember it as a constant.
+				 */
+				RecordConstLocation(jstate, p->location, false);
+				currentExprIdx++;
+			}
+			break;
+
+		default:
+			foreach(temp, (List *) node)
+			{
+				JumbleExpr(jstate, (Node *) lfirst(temp));
+			}
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -2748,7 +2966,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -2936,7 +3154,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -3189,11 +3407,11 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
+ * Record location of constant or a parameter within query string of query tree
  * that is currently being walked.
  */
 static void
-RecordConstLocation(pgssJumbleState *jstate, int location)
+RecordConstLocation(pgssJumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -3210,6 +3428,8 @@ RecordConstLocation(pgssJumbleState *jstate, int location)
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify fill_in_constant_lengths */
 		jstate->clocations[jstate->clocations_count].length = -1;
+		jstate->clocations[jstate->clocations_count].merged = merged;
+
 		jstate->clocations_count++;
 	}
 }
@@ -3246,6 +3466,7 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -3284,12 +3505,27 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index e9f5bb84e3..ff5c9db6c0 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -358,4 +358,143 @@ SELECT 42;
 SELECT 42;
 SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- VALUES queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
 DROP EXTENSION pg_stat_statements;
-- 
2.21.0


--oyjisgzd2vntjkkc--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v1] Prevent jumbling of every element in ArrayExpr
@ 2020-11-17 15:18 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2020-11-17 15:18 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts contribute nothing to the jumble hash if they're
part of a series and at position further that specified threshold. Do
the same for similar queries with VALUES as well.
---
 .../expected/pg_stat_statements.out           | 614 +++++++++++++++++-
 .../pg_stat_statements/pg_stat_statements.c   | 208 +++++-
 .../sql/pg_stat_statements.sql                | 115 ++++
 3 files changed, 925 insertions(+), 12 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 2a303a7f07..9d0fe074ae 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -205,7 +205,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  INSERT INTO test VALUES(generate_series($1, $2), $3)                         |     1 |   10
  SELECT * FROM test ORDER BY a                                                |     1 |   12
  SELECT * FROM test WHERE a > $1 ORDER BY a                                   |     2 |    4
- SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)                           |     1 |    8
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, ...)                          |     1 |    8
  SELECT pg_stat_statements_reset()                                            |     1 |    1
  SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     0 |    0
  UPDATE test SET b = $1 WHERE a = $2                                          |     6 |    6
@@ -861,4 +861,616 @@ SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE
  SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     1 |     0 |    0
 (6 rows)
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int);
+-- IN queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id 
+----
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id 
+----
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- VALUES queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3)) q;
+ column1 
+---------
+       1
+       2
+       3
+(3 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3)) q                              |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index dd963c4644..389a2e8e18 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -231,6 +231,8 @@ typedef struct pgssLocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } pgssLocationLen;
 
 /*
@@ -299,6 +301,7 @@ static const struct config_enum_entry track_options[] =
 
 static int	pgss_max;			/* max # statements to track */
 static int	pgss_track;			/* tracking level */
+static int	pgss_merge_threshold;	/* minumum number of consts for merge */
 static bool pgss_track_utility; /* whether to track utility commands */
 static bool pgss_track_planning;	/* whether to track planning duration */
 static bool pgss_save;			/* whether to save stats across shutdown */
@@ -374,7 +377,9 @@ static void JumbleQuery(pgssJumbleState *jstate, Query *query);
 static void JumbleRangeTable(pgssJumbleState *jstate, List *rtable);
 static void JumbleRowMarks(pgssJumbleState *jstate, List *rowMarks);
 static void JumbleExpr(pgssJumbleState *jstate, Node *node);
-static void RecordConstLocation(pgssJumbleState *jstate, int location);
+static bool JumbleExprList(pgssJumbleState *jstate, Node *node);
+static void RecordConstLocation(pgssJumbleState *jstate, int location,
+								bool merged);
 static char *generate_normalized_query(pgssJumbleState *jstate, const char *query,
 									   int query_loc, int *query_len_p);
 static void fill_in_constant_lengths(pgssJumbleState *jstate, const char *query,
@@ -460,6 +465,19 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomIntVariable("pg_stat_statements.merge_threshold",
+							"After this number of duplicating constants start to merge them.",
+							NULL,
+							&pgss_merge_threshold,
+							5,
+							1,
+							INT_MAX,
+							PGC_SUSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
 	EmitWarningsOnPlaceholders("pg_stat_statements");
 
 	/*
@@ -863,7 +881,7 @@ pgss_post_parse_analyze(ParseState *pstate, Query *query)
 	jstate.jumble_len = 0;
 	jstate.clocations_buf_size = 32;
 	jstate.clocations = (pgssLocationLen *)
-		palloc(jstate.clocations_buf_size * sizeof(pgssLocationLen));
+		palloc0(jstate.clocations_buf_size * sizeof(pgssLocationLen));
 	jstate.clocations_count = 0;
 	jstate.highest_extern_param_id = 0;
 
@@ -2655,7 +2673,7 @@ JumbleRangeTable(pgssJumbleState *jstate, List *rtable)
 				JumbleExpr(jstate, (Node *) rte->tablefunc);
 				break;
 			case RTE_VALUES:
-				JumbleExpr(jstate, (Node *) rte->values_lists);
+				JumbleExprList(jstate, (Node *) rte->values_lists);
 				break;
 			case RTE_CTE:
 
@@ -2699,6 +2717,155 @@ JumbleRowMarks(pgssJumbleState *jstate, List *rowMarks)
 	}
 }
 
+static bool
+JumbleExprList(pgssJumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+
+	if (node == NULL)
+		return merged;
+
+	Assert(IsA(node, List));
+	firstExpr = (Node *) lfirst(list_head((List *) node));
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) firstExpr)
+			{
+				Node * subExpr = (Node *) lfirst(temp);
+
+				if (!IsA(subExpr, Const))
+				{
+					allConst = false;
+					break;
+				}
+			}
+
+			foreach(temp, (List *) node)
+			{
+				Node 		*expr = (Node *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, (List *) expr)
+				{
+					Node * subExpr = (Node *) lfirst(lc);
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (!equal(expr, firstExpr) && allConst &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+					Const *c = (Const *) linitial((List *) expr);
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, c->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+
+				if (!equal(expr, firstExpr) && IsA(expr, Const) &&
+					currentExprIdx >= pgss_merge_threshold - 1)
+				{
+					Const *c = (Const *) expr;
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == pgss_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, c->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+			}
+			break;
+
+		default:
+			foreach(temp, (List *) node)
+			{
+				JumbleExpr(jstate, (Node *) lfirst(temp));
+			}
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -2748,7 +2915,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -2936,7 +3103,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -3193,7 +3360,7 @@ JumbleExpr(pgssJumbleState *jstate, Node *node)
  * that is currently being walked.
  */
 static void
-RecordConstLocation(pgssJumbleState *jstate, int location)
+RecordConstLocation(pgssJumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -3210,6 +3377,8 @@ RecordConstLocation(pgssJumbleState *jstate, int location)
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify fill_in_constant_lengths */
 		jstate->clocations[jstate->clocations_count].length = -1;
+		jstate->clocations[jstate->clocations_count].merged = merged;
+
 		jstate->clocations_count++;
 	}
 }
@@ -3246,6 +3415,7 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -3284,12 +3454,28 @@ generate_normalized_query(pgssJumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* If merging, do not copy anything in between constants */
+		if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+		}
+
+		if (!jstate->clocations[i].merged)
+		{
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index e9f5bb84e3..c7d589d867 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -358,4 +358,119 @@ SELECT 42;
 SELECT 42;
 SELECT query, plans, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int);
+
+-- IN queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- VALUES queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
 DROP EXTENSION pg_stat_statements;
-- 
2.21.0


--5c7h2kpuhhknl5pq--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v2] MERGE SQL Command following SQL:2016
@ 2020-12-02 03:13 Alvaro Herrera <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Alvaro Herrera @ 2020-12-02 03:13 UTC (permalink / raw)

MERGE performs actions that modify rows in the target table using a
source table or query. MERGE provides a single SQL statement that can
conditionally INSERT/UPDATE/DELETE rows a task that would other require
multiple PL statements.  e.g.

MERGE INTO target AS t
USING source AS s
ON t.tid = s.sid
WHEN MATCHED AND t.balance > s.delta THEN
  UPDATE SET balance = t.balance - s.delta
WHEN MATCHED THEN
  DELETE
WHEN NOT MATCHED AND s.delta > 0 THEN
  INSERT VALUES (s.sid, s.delta)
WHEN NOT MATCHED THEN
  DO NOTHING;

MERGE works with regular and partitioned tables, including column and
row security enforcement, as well as support for row, statement and
transition triggers.

MERGE is optimized for OLTP and is parameterizable, though also useful
for large scale ETL/ELT. MERGE is not intended to be used in preference
to existing single SQL commands for INSERT, UPDATE or DELETE since there
is some overhead.  MERGE can be used statically from PL/pgSQL.

MERGE does not yet support inheritance, write rules, RETURNING clauses,
updatable views or foreign tables.  MERGE follows SQL Standard per the
most recent SQL:2016.

Includes full tests and documentation, including full isolation tests to
demonstrate the concurrent behavior.

This version written from scratch in 2017 by Simon Riggs, using docs and
tests originally written in 2009. Later work from Pavan Deolasee has
been both complex and deep, leaving the lead author credit now in his
hands.  Extensive discussion of concurrency from Peter Geoghegan, with
thanks for the time and effort contributed.

Various issues reported via sqlsmith by Andreas Seltenreich

Authors: Pavan Deolasee, Simon Riggs
Reviewer: Peter Geoghegan, Amit Langote, Tomas Vondra, Simon Riggs

Discussion:
https://postgr.es/m/CANP8+jKitBSrB7oTgT9CY2i1ObfOt36z0XMraQc+Xrz8QB0nXA@mail.gmail.com
https://postgr.es/m/CAH2-WzkJdBuxj9PO=2QaO9-3h3xGbQPZ34kJH=HukRekwM-GZg@mail.gmail.com
---
 contrib/test_decoding/expected/ddl.out        |   46 +
 contrib/test_decoding/sql/ddl.sql             |   16 +
 doc/src/sgml/libpq.sgml                       |    8 +-
 doc/src/sgml/mvcc.sgml                        |   28 +-
 doc/src/sgml/plpgsql.sgml                     |    3 +-
 doc/src/sgml/ref/allfiles.sgml                |    1 +
 doc/src/sgml/ref/create_policy.sgml           |    7 +
 doc/src/sgml/ref/insert.sgml                  |   11 +-
 doc/src/sgml/ref/merge.sgml                   |  617 ++++++
 doc/src/sgml/reference.sgml                   |    1 +
 doc/src/sgml/trigger.sgml                     |   20 +
 src/backend/access/heap/heapam.c              |   30 +-
 src/backend/access/heap/heapam_handler.c      |    3 +-
 src/backend/catalog/sql_features.txt          |    6 +-
 src/backend/commands/explain.c                |   33 +
 src/backend/commands/prepare.c                |    1 +
 src/backend/commands/trigger.c                |  310 ++-
 src/backend/executor/Makefile                 |    1 +
 src/backend/executor/README                   |   11 +
 src/backend/executor/execMain.c               |   20 +
 src/backend/executor/execMerge.c              |  633 +++++++
 src/backend/executor/execPartition.c          |  102 +-
 src/backend/executor/execReplication.c        |    4 +-
 src/backend/executor/nodeModifyTable.c        |  223 ++-
 src/backend/executor/spi.c                    |    3 +
 src/backend/nodes/copyfuncs.c                 |   59 +
 src/backend/nodes/equalfuncs.c                |   50 +
 src/backend/nodes/nodeFuncs.c                 |   64 +-
 src/backend/nodes/outfuncs.c                  |   40 +
 src/backend/nodes/readfuncs.c                 |   44 +
 src/backend/optimizer/plan/createplan.c       |   22 +-
 src/backend/optimizer/plan/planner.c          |   29 +-
 src/backend/optimizer/plan/setrefs.c          |   56 +
 src/backend/optimizer/prep/preptlist.c        |   41 +
 src/backend/optimizer/util/pathnode.c         |   11 +-
 src/backend/optimizer/util/plancat.c          |    4 +
 src/backend/parser/Makefile                   |    1 +
 src/backend/parser/analyze.c                  |   18 +-
 src/backend/parser/gram.y                     |  154 +-
 src/backend/parser/parse_agg.c                |   10 +
 src/backend/parser/parse_clause.c             |   54 +-
 src/backend/parser/parse_collate.c            |    1 +
 src/backend/parser/parse_expr.c               |    4 +
 src/backend/parser/parse_func.c               |    3 +
 src/backend/parser/parse_merge.c              |  648 +++++++
 src/backend/parser/parse_relation.c           |   12 +
 src/backend/replication/walsender.c           |    5 +-
 src/backend/rewrite/rewriteHandler.c          |  104 +-
 src/backend/rewrite/rowsecurity.c             |   97 +
 src/backend/tcop/pquery.c                     |    3 +
 src/backend/tcop/utility.c                    |   16 +
 src/backend/utils/adt/varlena.c               |   19 +-
 src/bin/psql/tab-complete.c                   |   80 +-
 src/include/access/heapam.h                   |    2 +-
 src/include/access/tableam.h                  |    8 +
 src/include/commands/trigger.h                |    7 +-
 src/include/executor/execMerge.h              |   30 +
 src/include/executor/instrument.h             |    7 +-
 src/include/executor/nodeModifyTable.h        |   31 +
 src/include/executor/spi.h                    |    1 +
 src/include/nodes/execnodes.h                 |   84 +-
 src/include/nodes/nodes.h                     |    9 +-
 src/include/nodes/parsenodes.h                |   54 +-
 src/include/nodes/pathnodes.h                 |    7 +-
 src/include/nodes/plannodes.h                 |    8 +-
 src/include/optimizer/pathnode.h              |    7 +-
 src/include/parser/analyze.h                  |    5 +
 src/include/parser/kwlist.h                   |    2 +
 src/include/parser/parse_clause.h             |    5 +-
 src/include/parser/parse_merge.h              |   19 +
 src/include/parser/parse_node.h               |    5 +-
 src/include/rewrite/rewriteHandler.h          |    1 +
 src/include/tcop/cmdtaglist.h                 |    1 +
 src/interfaces/libpq/fe-exec.c                |    9 +-
 src/pl/plpgsql/src/pl_exec.c                  |    7 +-
 src/pl/plpgsql/src/pl_gram.y                  |    8 +
 src/pl/plpgsql/src/pl_unreserved_kwlist.h     |    1 +
 src/pl/plpgsql/src/plpgsql.h                  |    4 +-
 src/test/isolation/expected/merge-delete.out  |   97 +
 .../expected/merge-insert-update.out          |   84 +
 .../expected/merge-match-recheck.out          |  106 ++
 src/test/isolation/expected/merge-update.out  |  238 +++
 src/test/isolation/isolation_schedule         |    4 +
 src/test/isolation/specs/merge-delete.spec    |   50 +
 .../isolation/specs/merge-insert-update.spec  |   51 +
 .../isolation/specs/merge-match-recheck.spec  |   77 +
 src/test/isolation/specs/merge-update.spec    |  133 ++
 src/test/regress/expected/identity.out        |   54 +
 src/test/regress/expected/merge.out           | 1665 +++++++++++++++++
 src/test/regress/expected/privileges.out      |   98 +
 src/test/regress/expected/rowsecurity.out     |  182 ++
 src/test/regress/expected/rules.out           |   31 +
 src/test/regress/expected/triggers.out        |   48 +
 src/test/regress/expected/with.out            |  137 ++
 src/test/regress/parallel_schedule            |    2 +-
 src/test/regress/serial_schedule              |    1 +
 src/test/regress/sql/identity.sql             |   47 +-
 src/test/regress/sql/merge.sql                | 1172 ++++++++++++
 src/test/regress/sql/privileges.sql           |  108 ++
 src/test/regress/sql/rowsecurity.sql          |  156 ++
 src/test/regress/sql/rules.sql                |   33 +
 src/test/regress/sql/triggers.sql             |   47 +
 src/test/regress/sql/with.sql                 |   56 +
 src/tools/pgindent/typedefs.list              |    6 +
 104 files changed, 8550 insertions(+), 242 deletions(-)
 create mode 100644 doc/src/sgml/ref/merge.sgml
 create mode 100644 src/backend/executor/execMerge.c
 create mode 100644 src/backend/parser/parse_merge.c
 create mode 100644 src/include/executor/execMerge.h
 create mode 100644 src/include/parser/parse_merge.h
 create mode 100644 src/test/isolation/expected/merge-delete.out
 create mode 100644 src/test/isolation/expected/merge-insert-update.out
 create mode 100644 src/test/isolation/expected/merge-match-recheck.out
 create mode 100644 src/test/isolation/expected/merge-update.out
 create mode 100644 src/test/isolation/specs/merge-delete.spec
 create mode 100644 src/test/isolation/specs/merge-insert-update.spec
 create mode 100644 src/test/isolation/specs/merge-match-recheck.spec
 create mode 100644 src/test/isolation/specs/merge-update.spec
 create mode 100644 src/test/regress/expected/merge.out
 create mode 100644 src/test/regress/sql/merge.sql

diff --git a/contrib/test_decoding/expected/ddl.out b/contrib/test_decoding/expected/ddl.out
index 4ff0044c78..9a28b5ddc5 100644
--- a/contrib/test_decoding/expected/ddl.out
+++ b/contrib/test_decoding/expected/ddl.out
@@ -192,6 +192,52 @@ SELECT data FROM pg_logical_slot_get_changes('regression_slot', NULL, NULL, 'inc
  COMMIT
 (33 rows)
 
+-- MERGE support
+BEGIN;
+MERGE INTO replication_example t
+	USING (SELECT i as id, i as data, i as num FROM generate_series(-20, 5) i) s
+	ON t.id = s.id
+	WHEN MATCHED AND t.id < 0 THEN
+		UPDATE SET somenum = somenum + 1
+	WHEN MATCHED AND t.id >= 0 THEN
+		DELETE
+	WHEN NOT MATCHED THEN
+		INSERT VALUES (s.*);
+COMMIT;
+/* display results */
+SELECT data FROM pg_logical_slot_get_changes('regression_slot', NULL, NULL, 'include-xids', '0', 'skip-empty-xacts', '1');
+                                                                       data                                                                       
+--------------------------------------------------------------------------------------------------------------------------------------------------
+ BEGIN
+ table public.replication_example: INSERT: id[integer]:-20 somedata[integer]:-20 somenum[integer]:-20 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: INSERT: id[integer]:-19 somedata[integer]:-19 somenum[integer]:-19 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: INSERT: id[integer]:-18 somedata[integer]:-18 somenum[integer]:-18 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: INSERT: id[integer]:-17 somedata[integer]:-17 somenum[integer]:-17 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: INSERT: id[integer]:-16 somedata[integer]:-16 somenum[integer]:-16 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-15 somedata[integer]:-15 somenum[integer]:-14 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-14 somedata[integer]:-14 somenum[integer]:-13 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-13 somedata[integer]:-13 somenum[integer]:-12 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-12 somedata[integer]:-12 somenum[integer]:-11 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-11 somedata[integer]:-11 somenum[integer]:-10 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-10 somedata[integer]:-10 somenum[integer]:-9 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-9 somedata[integer]:-9 somenum[integer]:-8 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-8 somedata[integer]:-8 somenum[integer]:-7 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-7 somedata[integer]:-7 somenum[integer]:-6 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-6 somedata[integer]:-6 somenum[integer]:-5 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-5 somedata[integer]:-5 somenum[integer]:-4 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-4 somedata[integer]:-4 somenum[integer]:-3 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-3 somedata[integer]:-3 somenum[integer]:-2 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-2 somedata[integer]:-2 somenum[integer]:-1 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: UPDATE: id[integer]:-1 somedata[integer]:-1 somenum[integer]:0 zaphod1[integer]:null zaphod2[integer]:null
+ table public.replication_example: DELETE: id[integer]:0
+ table public.replication_example: DELETE: id[integer]:1
+ table public.replication_example: DELETE: id[integer]:2
+ table public.replication_example: DELETE: id[integer]:3
+ table public.replication_example: DELETE: id[integer]:4
+ table public.replication_example: DELETE: id[integer]:5
+ COMMIT
+(28 rows)
+
 CREATE TABLE tr_unique(id2 serial unique NOT NULL, data int);
 INSERT INTO tr_unique(data) VALUES(10);
 ALTER TABLE tr_unique RENAME TO tr_pkey;
diff --git a/contrib/test_decoding/sql/ddl.sql b/contrib/test_decoding/sql/ddl.sql
index 1b3866d015..4f76bed72c 100644
--- a/contrib/test_decoding/sql/ddl.sql
+++ b/contrib/test_decoding/sql/ddl.sql
@@ -93,6 +93,22 @@ COMMIT;
 /* display results */
 SELECT data FROM pg_logical_slot_get_changes('regression_slot', NULL, NULL, 'include-xids', '0', 'skip-empty-xacts', '1');
 
+-- MERGE support
+BEGIN;
+MERGE INTO replication_example t
+	USING (SELECT i as id, i as data, i as num FROM generate_series(-20, 5) i) s
+	ON t.id = s.id
+	WHEN MATCHED AND t.id < 0 THEN
+		UPDATE SET somenum = somenum + 1
+	WHEN MATCHED AND t.id >= 0 THEN
+		DELETE
+	WHEN NOT MATCHED THEN
+		INSERT VALUES (s.*);
+COMMIT;
+
+/* display results */
+SELECT data FROM pg_logical_slot_get_changes('regression_slot', NULL, NULL, 'include-xids', '0', 'skip-empty-xacts', '1');
+
 CREATE TABLE tr_unique(id2 serial unique NOT NULL, data int);
 INSERT INTO tr_unique(data) VALUES(10);
 ALTER TABLE tr_unique RENAME TO tr_pkey;
diff --git a/doc/src/sgml/libpq.sgml b/doc/src/sgml/libpq.sgml
index 2bb3bf77e4..fd4633a893 100644
--- a/doc/src/sgml/libpq.sgml
+++ b/doc/src/sgml/libpq.sgml
@@ -3999,9 +3999,11 @@ char *PQcmdTuples(PGresult *res);
        <structname>PGresult</structname>. This function can only be used following
        the execution of a <command>SELECT</command>, <command>CREATE TABLE AS</command>,
        <command>INSERT</command>, <command>UPDATE</command>, <command>DELETE</command>,
-       <command>MOVE</command>, <command>FETCH</command>, or <command>COPY</command> statement,
-       or an <command>EXECUTE</command> of a prepared query that contains an
-       <command>INSERT</command>, <command>UPDATE</command>, or <command>DELETE</command> statement.
+       <command>MERGE</command>, <command>MOVE</command>, <command>FETCH</command>,
+       or <command>COPY</command> statement, or an <command>EXECUTE</command> of a
+       prepared query that contains an <command>INSERT</command>,
+       <command>UPDATE</command>, <command>DELETE</command>
+       or <command>MERGE</command> statement.
        If the command that generated the <structname>PGresult</structname> was anything
        else, <xref linkend="libpq-PQcmdTuples"/> returns an empty string. The caller
        should not free the return value directly. It will be freed when
diff --git a/doc/src/sgml/mvcc.sgml b/doc/src/sgml/mvcc.sgml
index 71dd403337..9ec8474185 100644
--- a/doc/src/sgml/mvcc.sgml
+++ b/doc/src/sgml/mvcc.sgml
@@ -422,6 +422,31 @@ COMMIT;
     <literal>11</literal>, which no longer matches the criteria.
    </para>
 
+   <para>
+    The <command>MERGE</command> allows the user to specify various combinations
+    of <command>INSERT</command>, <command>UPDATE</command> or
+    <command>DELETE</command> subcommands. A <command>MERGE</command> command
+    with both <command>INSERT</command> and <command>UPDATE</command>
+    subcommands looks similar to <command>INSERT</command> with an
+    <literal>ON CONFLICT DO UPDATE</literal> clause but does not guarantee
+    that either <command>INSERT</command> and <command>UPDATE</command> will occur.
+
+    If MERGE attempts an UPDATE or DELETE and the row is concurrently updated
+    but the join condition still passes for the current target and the current
+    source tuple, then MERGE will behave the same as the UPDATE or DELETE commands
+    and perform its action on the latest version of the row, using standard
+    EvalPlanQual. MERGE actions can be conditional, so conditions must be
+    re-evaluated on the latest row, starting from the first action.
+
+    On the other hand, if the row is concurrently updated or deleted so that
+    the join condition fails, then MERGE will execute a NOT MATCHED action, if it
+    exists and the AND WHEN qual evaluates to true.
+
+    If MERGE attempts an INSERT and a unique index is present and a duplicate
+    row is concurrently inserted then a uniqueness violation is raised. MERGE
+    does not attempt to avoid the ERROR by attempting an UPDATE.
+   </para>
+
    <para>
     Because Read Committed mode starts each command with a new snapshot
     that includes all transactions committed up to that instant,
@@ -923,7 +948,8 @@ ERROR:  could not serialize access due to read/write dependencies among transact
 
         <para>
          The commands <command>UPDATE</command>,
-         <command>DELETE</command>, and <command>INSERT</command>
+         <command>DELETE</command>, <command>INSERT</command> and
+         <command>MERGE</command>
          acquire this lock mode on the target table (in addition to
          <literal>ACCESS SHARE</literal> locks on any other referenced
          tables).  In general, this lock mode will be acquired by any
diff --git a/doc/src/sgml/plpgsql.sgml b/doc/src/sgml/plpgsql.sgml
index 45d3e43ed1..61403613f4 100644
--- a/doc/src/sgml/plpgsql.sgml
+++ b/doc/src/sgml/plpgsql.sgml
@@ -1322,7 +1322,7 @@ EXECUTE format('SELECT count(*) FROM %I '
 </programlisting>
      Another restriction on parameter symbols is that they only work in
      <command>SELECT</command>, <command>INSERT</command>, <command>UPDATE</command>, and
-     <command>DELETE</command> commands.  In other statement
+     <command>DELETE</command> and <command>MERGE</command> commands.  In other statement
      types (generically called utility statements), you must insert
      values textually even if they are just data values.
     </para>
@@ -1600,6 +1600,7 @@ GET DIAGNOSTICS integer_var = ROW_COUNT;
           <listitem>
            <para>
             <command>UPDATE</command>, <command>INSERT</command>, and <command>DELETE</command>
+            and <command>MERGE</command>
             statements set <literal>FOUND</literal> true if at least one
             row is affected, false if no row is affected.
            </para>
diff --git a/doc/src/sgml/ref/allfiles.sgml b/doc/src/sgml/ref/allfiles.sgml
index 0f0064150c..b155ec2910 100644
--- a/doc/src/sgml/ref/allfiles.sgml
+++ b/doc/src/sgml/ref/allfiles.sgml
@@ -159,6 +159,7 @@ Complete list of usable sgml source files in this directory.
 <!ENTITY load               SYSTEM "load.sgml">
 <!ENTITY lock               SYSTEM "lock.sgml">
 <!ENTITY move               SYSTEM "move.sgml">
+<!ENTITY merge              SYSTEM "merge.sgml">
 <!ENTITY notify             SYSTEM "notify.sgml">
 <!ENTITY prepare            SYSTEM "prepare.sgml">
 <!ENTITY prepareTransaction SYSTEM "prepare_transaction.sgml">
diff --git a/doc/src/sgml/ref/create_policy.sgml b/doc/src/sgml/ref/create_policy.sgml
index b4f9056101..ad20230c58 100644
--- a/doc/src/sgml/ref/create_policy.sgml
+++ b/doc/src/sgml/ref/create_policy.sgml
@@ -94,6 +94,13 @@ CREATE POLICY <replaceable class="parameter">name</replaceable> ON <replaceable
    exist, a <quote>default deny</quote> policy is assumed, so that no rows will
    be visible or updatable.
   </para>
+
+  <para>
+   No separate policy exists for <command>MERGE</command>. Instead policies
+   defined for <literal>SELECT</literal>, <literal>INSERT</literal>,
+   <literal>UPDATE</literal> and <literal>DELETE</literal> are applied
+   while executing MERGE, depending on the actions that are activated.
+  </para>
  </refsect1>
 
  <refsect1>
diff --git a/doc/src/sgml/ref/insert.sgml b/doc/src/sgml/ref/insert.sgml
index 2973b72b81..477de2689b 100644
--- a/doc/src/sgml/ref/insert.sgml
+++ b/doc/src/sgml/ref/insert.sgml
@@ -589,6 +589,13 @@ INSERT <replaceable>oid</replaceable> <replaceable class="parameter">count</repl
    is a partition, an error will occur if one of the input rows violates
    the partition constraint.
   </para>
+
+  <para>
+   You may also wish to consider using <command>MERGE</command>, since that
+   allows mixed <command>INSERT</command>, <command>UPDATE</command> and
+   <command>DELETE</command> within a single statement.
+   See <xref linkend="sql-merge"/>.
+  </para>
  </refsect1>
 
  <refsect1>
@@ -759,7 +766,9 @@ INSERT INTO distributors (did, dname) VALUES (10, 'Conrad International')
    Also, the case in
    which a column name list is omitted, but not all the columns are
    filled from the <literal>VALUES</literal> clause or <replaceable>query</replaceable>,
-   is disallowed by the standard.
+   is disallowed by the standard. If you prefer a more SQL Standard
+   conforming statement than <literal>ON CONFLICT</literal>, see
+   <xref linkend="sql-merge"/>.
   </para>
 
   <para>
diff --git a/doc/src/sgml/ref/merge.sgml b/doc/src/sgml/ref/merge.sgml
new file mode 100644
index 0000000000..b2a9f67cfa
--- /dev/null
+++ b/doc/src/sgml/ref/merge.sgml
@@ -0,0 +1,617 @@
+<!--
+doc/src/sgml/ref/merge.sgml
+PostgreSQL documentation
+-->
+
+<refentry id="sql-merge">
+
+ <refmeta>
+  <refentrytitle>MERGE</refentrytitle>
+  <manvolnum>7</manvolnum>
+  <refmiscinfo>SQL - Language Statements</refmiscinfo>
+ </refmeta>
+
+ <refnamediv>
+  <refname>MERGE</refname>
+  <refpurpose>insert, update, or delete rows of a table based upon source data</refpurpose>
+ </refnamediv>
+
+ <refsynopsisdiv>
+<synopsis>
+[ WITH <replaceable class="parameter">with_query</replaceable> [, ...] ]
+MERGE INTO <replaceable class="parameter">target_table_name</replaceable> [ [ AS ] <replaceable class="parameter">target_alias</replaceable> ]
+USING <replaceable class="parameter">data_source</replaceable>
+ON <replaceable class="parameter">join_condition</replaceable>
+<replaceable class="parameter">when_clause</replaceable> [...]
+
+where <replaceable class="parameter">data_source</replaceable> is
+
+{ <replaceable class="parameter">source_table_name</replaceable> |
+  ( source_query )
+}
+[ [ AS ] <replaceable class="parameter">source_alias</replaceable> ]
+
+and <replaceable class="parameter">when_clause</replaceable> is
+
+{ WHEN MATCHED [ AND <replaceable class="parameter">condition</replaceable> ] THEN { <replaceable class="parameter">merge_update</replaceable> | <replaceable class="parameter">merge_delete</replaceable> } |
+  WHEN NOT MATCHED [ AND <replaceable class="parameter">condition</replaceable> ] THEN { <replaceable class="parameter">merge_insert</replaceable> | DO NOTHING }
+}
+
+and <replaceable class="parameter">merge_insert</replaceable> is
+
+INSERT [( <replaceable class="parameter">column_name</replaceable> [, ...] )]
+[ OVERRIDING { SYSTEM | USER } VALUE ]
+{ VALUES ( { <replaceable class="parameter">expression</replaceable> | DEFAULT } [, ...] ) | DEFAULT VALUES }
+
+and <replaceable class="parameter">merge_update</replaceable> is
+
+UPDATE SET { <replaceable class="parameter">column_name</replaceable> = { <replaceable class="parameter">expression</replaceable> | DEFAULT } |
+             ( <replaceable class="parameter">column_name</replaceable> [, ...] ) = ( { <replaceable class="parameter">expression</replaceable> | DEFAULT } [, ...] )
+           } [, ...]
+
+and <replaceable class="parameter">merge_delete</replaceable> is
+
+DELETE
+</synopsis>
+ </refsynopsisdiv>
+
+ <refsect1>
+  <title>Description</title>
+
+  <para>
+   <command>MERGE</command> performs actions that modify rows in the
+   <replaceable class="parameter">target_table_name</replaceable>,
+   using the <replaceable class="parameter">data_source</replaceable>.
+   <command>MERGE</command> provides a single <acronym>SQL</acronym>
+   statement that can conditionally <command>INSERT</command>,
+   <command>UPDATE</command> or <command>DELETE</command> rows, a task
+   that would otherwise require multiple procedural language statements.
+  </para>
+
+  <para>
+   First, the <command>MERGE</command> command performs a join
+   from <replaceable class="parameter">data_source</replaceable> to
+   <replaceable class="parameter">target_table_name</replaceable>
+   producing zero or more candidate change rows.  For each candidate change
+   row the status of <literal>MATCHED</literal> or <literal>NOT MATCHED</literal> is set
+   just once, after which <literal>WHEN</literal> clauses are evaluated
+   in the order specified. If one of them is activated, the specified
+   action occurs. No more than one <literal>WHEN</literal> clause can be
+   activated for any candidate change row.  
+  </para>
+
+  <para>
+   <command>MERGE</command> actions have the same effect as
+   regular <command>UPDATE</command>, <command>INSERT</command>, or
+   <command>DELETE</command> commands of the same names. The syntax of
+   those commands is different, notably that there is no <literal>WHERE</literal>
+   clause and no tablename is specified.  All actions refer to the
+   <replaceable class="parameter">target_table_name</replaceable>,
+   though modifications to other tables may be made using triggers.
+  </para>
+
+  <para>
+   When <literal>DO NOTHING</literal> action is specified, the source row is
+   skipped. Since actions are evaluated in the given order, <literal>DO
+   NOTHING</literal> can be handy to skip non-interesting source rows before
+   more fine-grained handling.
+  </para>
+
+  <para>
+   There is no MERGE privilege.  
+   You must have the <literal>UPDATE</literal> privilege on the column(s)
+   of the <replaceable class="parameter">target_table_name</replaceable>
+   referred to in the <literal>SET</literal> clause
+   if you specify an update action, the <literal>INSERT</literal> privilege
+   on the <replaceable class="parameter">target_table_name</replaceable>
+   if you specify an insert action and/or the <literal>DELETE</literal>
+   privilege on the <replaceable class="parameter">target_table_name</replaceable>
+   if you specify a delete action on the
+   <replaceable class="parameter">target_table_name</replaceable>.
+   Privileges are tested once at statement start and are checked
+   whether or not particular <literal>WHEN</literal> clauses are activated
+   during the subsequent execution.
+   You will require the <literal>SELECT</literal> privilege on the
+   <replaceable class="parameter">data_source</replaceable> and any column(s)
+   of the <replaceable class="parameter">target_table_name</replaceable>
+   referred to in a <literal>condition</literal>.
+  </para>
+
+  <para>
+   MERGE is not supported if the <replaceable
+   class="parameter">target_table_name</replaceable> has
+   <literal>RULES</literal> defined on it.
+   See <xref linkend="rules"/> for more information about <literal>RULES</literal>.
+  </para>
+ </refsect1>
+
+ <refsect1>
+  <title>Parameters</title>
+
+  <variablelist>
+   <varlistentry>
+    <term><replaceable class="parameter">target_table_name</replaceable></term>
+    <listitem>
+     <para>
+      The name (optionally schema-qualified) of the target table to merge into.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">target_alias</replaceable></term>
+    <listitem>
+     <para>
+      A substitute name for the target table. When an alias is
+      provided, it completely hides the actual name of the table.  For
+      example, given <literal>MERGE foo AS f</literal>, the remainder of the
+      <command>MERGE</command> statement must refer to this table as
+      <literal>f</literal> not <literal>foo</literal>.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">source_table_name</replaceable></term>
+    <listitem>
+     <para>
+      The name (optionally schema-qualified) of the source table, view or
+      transition table.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">source_query</replaceable></term>
+    <listitem>
+     <para>
+      A query (<command>SELECT</command> statement or <command>VALUES</command>
+      statement) that supplies the rows to be merged into the
+      <replaceable class="parameter">target_table_name</replaceable>.
+      Refer to the <xref linkend="sql-select"/>
+      statement or <xref linkend="sql-values"/>
+      statement for a description of the syntax.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">source_alias</replaceable></term>
+    <listitem>
+     <para>
+      A substitute name for the data source. When an alias is
+      provided, it completely hides whether table or query was specified.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">join_condition</replaceable></term>
+    <listitem>
+     <para>
+      <replaceable class="parameter">join_condition</replaceable> is
+      an expression resulting in a value of type
+      <type>boolean</type> (similar to a <literal>WHERE</literal>
+      clause) that specifies which rows in the 
+      <replaceable class="parameter">data_source</replaceable>
+      match rows in the
+      <replaceable class="parameter">target_table_name</replaceable>.
+     </para>
+     <warning>
+      <para>
+       Only columns from <replaceable class="parameter">target_table_name</replaceable>
+       that attempt to match <replaceable class="parameter">data_source</replaceable>
+       rows should appear in <replaceable class="parameter">join_condition</replaceable>.
+       <replaceable class="parameter">join_condition</replaceable> subexpressions that
+       only reference <replaceable class="parameter">target_table_name</replaceable>
+       columns can only affect which action is taken, often in surprising ways.
+      </para>
+     </warning>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">when_clause</replaceable></term>
+    <listitem>
+     <para>
+      At least one <literal>WHEN</literal> clause is required.
+     </para>
+     <para>
+      If the <literal>WHEN</literal> clause specifies <literal>WHEN MATCHED</literal>
+      and the candidate change row matches a row in the
+      <replaceable class="parameter">target_table_name</replaceable>
+      the <literal>WHEN</literal> clause is activated if the
+      <replaceable class="parameter">condition</replaceable> is
+      absent or is present and evaluates to <literal>true</literal>.
+      If the <literal>WHEN</literal> clause specifies <literal>WHEN NOT MATCHED</literal>
+      and the candidate change row does not match a row in the
+      <replaceable class="parameter">target_table_name</replaceable>
+      the <literal>WHEN</literal> clause is activated if the
+      <replaceable class="parameter">condition</replaceable> is
+      absent or is present and evaluates to <literal>true</literal>.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">condition</replaceable></term>
+    <listitem>
+     <para>
+      An expression that returns a value of type <type>boolean</type>.
+      If this expression returns <literal>true</literal> then the <literal>WHEN</literal>
+      clause will be activated and the corresponding action will occur for
+      that row. The expression may not contain functions that possibly performs
+      writes to the database.
+     </para>
+     <para>
+      A condition on a <literal>WHEN MATCHED</literal> clause can refer to columns
+      in both the source and the target relation. A condition on a
+      <literal>WHEN NOT MATCHED</literal> clause can only refer to columns from
+      the source relation, since by definition there is no matching target row.
+      Only the system attributes from the target table are accessible.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">merge_insert</replaceable></term>
+    <listitem>
+     <para>
+      The specification of an <literal>INSERT</literal> action that inserts
+      one row into the target table.
+      The target column names can be listed in any order. If no list of
+      column names is given at all, the default is all the columns of the
+      table in their declared order.
+     </para>
+     <para>
+      Each column not present in the explicit or implicit column list will be
+      filled with a default value, either its declared default value
+      or null if there is none.
+     </para>
+     <para>
+      If the expression for any column is not of the correct data type,
+      automatic type conversion will be attempted.
+     </para>
+     <para>
+      If <replaceable class="parameter">target_table_name</replaceable>
+      is a partitioned table, each row is routed to the appropriate partition
+      and inserted into it.
+      If <replaceable class="parameter">target_table_name</replaceable>
+      is a partition, an error will occur if one of the input rows violates
+      the partition constraint.
+     </para>
+     <para>
+      Column names may not be specified more than once.
+      <command>INSERT</command> actions cannot contain sub-selects. 
+     </para>
+     <para>
+      Only one <literal>VALUES</literal> clause can be specified.
+      The <literal>VALUES</literal> clause can only refer to columns from
+      the source relation, since by definition there is no matching target row.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">merge_update</replaceable></term>
+    <listitem>
+     <para>
+      The specification of an <literal>UPDATE</literal> action that updates
+      the current row of the <replaceable
+      class="parameter">target_table_name</replaceable>.
+      Column names may not be specified more than once.
+     </para>
+     <para>
+      Do not include the table name, as you would normally do with an
+      <xref linkend="sql-update"/> command.
+      For example, <literal>UPDATE tab SET col = 1</literal> is invalid. Also,
+      do not include a <literal>WHERE</literal> clause, since only the current
+      row can be updated. For example,
+      <literal>UPDATE SET col = 1 WHERE key = 57</literal> is invalid.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">merge_delete</replaceable></term>
+    <listitem>
+     <para>
+      Specifies a <literal>DELETE</literal> action that deletes the current row
+      of the <replaceable class="parameter">target_table_name</replaceable>.
+      Do not include the tablename or any other clauses, as you would normally
+      do with an <xref linkend="sql-delete"/> command.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">column_name</replaceable></term>
+    <listitem>
+     <para>
+      The name of a column in the <replaceable
+      class="parameter">target_table_name</replaceable>.  The column name
+      can be qualified with a subfield name or array subscript, if
+      needed.  (Inserting into only some fields of a composite
+      column leaves the other fields null.)  When referencing a
+      column, do not include the table's name in the specification
+      of a target column.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><literal>OVERRIDING SYSTEM VALUE</literal></term>
+    <listitem>
+     <para>
+      Without this clause, it is an error to specify an explicit value
+      (other than <literal>DEFAULT</literal>) for an identity column defined
+      as <literal>GENERATED ALWAYS</literal>.  This clause overrides that
+      restriction.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><literal>OVERRIDING USER VALUE</literal></term>
+    <listitem>
+     <para>
+      If this clause is specified, then any values supplied for identity
+      columns defined as <literal>GENERATED BY DEFAULT</literal> are ignored
+      and the default sequence-generated values are applied.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><literal>DEFAULT VALUES</literal></term>
+    <listitem>
+     <para>
+      All columns will be filled with their default values.
+      (An <literal>OVERRIDING</literal> clause is not permitted in this
+      form.)
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">expression</replaceable></term>
+    <listitem>
+     <para>
+      An expression to assign to the column.  The expression can use the
+      old values of this and other columns in the table.
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><literal>DEFAULT</literal></term>
+    <listitem>
+     <para>
+      Set the column to its default value (which will be NULL if no
+      specific default expression has been assigned to it).
+     </para>
+    </listitem>
+   </varlistentry>
+
+   <varlistentry>
+    <term><replaceable class="parameter">with_query</replaceable></term>
+    <listitem>
+     <para>
+      The <literal>WITH</literal> clause allows you to specify one or more
+      subqueries that can be referenced by name in the <command>MERGE</command>
+      query. See <xref linkend="queries-with"/> and <xref linkend="sql-select"/>
+      for details.
+     </para>
+    </listitem>
+   </varlistentry>
+
+  </variablelist>
+ </refsect1>
+
+ <refsect1>
+  <title>Outputs</title>
+
+  <para>
+   On successful completion, a <command>MERGE</command> command returns a command
+   tag of the form
+<screen>
+MERGE <replaceable class="parameter">total-count</replaceable>
+</screen>
+   The <replaceable class="parameter">total-count</replaceable> is the total
+   number of rows changed (whether inserted, updated, or deleted).
+   If <replaceable class="parameter">total-count</replaceable> is 0, no rows
+   were changed in any way.
+  </para>
+
+ </refsect1>
+
+ <refsect1>
+  <title>Execution</title>
+
+  <para>
+   The following steps take place during the execution of
+   <command>MERGE</command>.
+    <orderedlist>
+     <listitem>
+      <para>
+       Perform any BEFORE STATEMENT triggers for all actions specified, whether or
+       not their <literal>WHEN</literal> clauses are activated during execution.
+      </para>
+     </listitem>
+     <listitem>
+      <para>
+       Perform a join from source to target table.
+       The resulting query will be optimized normally and will produce
+       a set of candidate change row. For each candidate change row
+       <orderedlist>
+        <listitem>
+         <para>
+          Evaluate whether each row is MATCHED or NOT MATCHED.
+         </para>
+        </listitem>
+        <listitem>
+         <para>
+          Test each WHEN condition in the order specified until one activates.
+         </para>
+        </listitem>
+        <listitem>
+         <para>
+          When activated, perform the following actions
+          <orderedlist>
+           <listitem>
+            <para>
+             Perform any BEFORE ROW triggers that fire for the action's event type.
+            </para>
+           </listitem>
+           <listitem>
+            <para>
+             Apply the action specified, invoking any check constraints on the
+             target table.
+             However, it will not invoke rules.
+            </para>
+           </listitem>
+           <listitem>
+            <para>
+             Perform any AFTER ROW triggers that fire for the action's event type.
+            </para>
+           </listitem>
+          </orderedlist>
+         </para>
+        </listitem>
+       </orderedlist>
+      </para>
+     </listitem>
+     <listitem>
+      <para>
+       Perform any AFTER STATEMENT triggers for actions specified, whether or
+       not they actually occur.  This is similar to the behavior of an
+       <command>UPDATE</command> statement that modifies no rows.
+      </para>
+     </listitem>
+    </orderedlist>
+   In summary, statement triggers for an event type (say, INSERT) will
+   be fired whenever we <emphasis>specify</emphasis> an action of that kind. Row-level
+   triggers will fire only for the one event type <emphasis>activated</emphasis>.
+   So a <command>MERGE</command> might fire statement triggers for both
+   <command>UPDATE</command> and <command>INSERT</command>, even though only
+   <command>UPDATE</command> row triggers were fired.
+  </para>
+
+  <para>
+   You should ensure that the join produces at most one candidate change row
+   for each target row.  In other words, a target row shouldn't join to more
+   than one data source row.  If it does, then only one of the candidate change
+   rows will be used to modify the target row, later attempts to modify will
+   cause an error.  This can also occur if row triggers make changes to the
+   target table which are then subsequently modified by <command>MERGE</command>.
+   If the repeated action is an <command>INSERT</command> this will
+   cause a uniqueness violation while a repeated <command>UPDATE</command> or
+   <command>DELETE</command> will cause a cardinality violation; the latter behavior
+   is required by the <acronym>SQL</acronym> Standard. This differs from
+   historical <productname>PostgreSQL</productname> behavior of joins in
+   <command>UPDATE</command> and <command>DELETE</command> statements where second and
+   subsequent attempts to modify are simply ignored.
+  </para>
+
+  <para>
+   If a <literal>WHEN</literal> clause omits an <literal>AND</literal> clause it becomes
+   the final reachable clause of that kind (<literal>MATCHED</literal> or
+   <literal>NOT MATCHED</literal>). If a later <literal>WHEN</literal> clause of that kind
+   is specified it would be provably unreachable and an error is raised.
+   If a final reachable clause is omitted it is possible that no action
+   will be taken for a candidate change row.
+  </para>
+
+ </refsect1>
+ <refsect1>
+  <title>Notes</title>
+
+  <para>
+   The order in which rows are generated from the data source is indeterminate
+   by default. A <replaceable class="parameter">source_query</replaceable>
+   can be used to specify a consistent ordering, if required, which might be
+   needed to avoid deadlocks between concurrent transactions.
+  </para>
+
+  <para>
+   There is no <literal>RETURNING</literal> clause with <command>MERGE</command>.
+   Actions of <command>INSERT</command>, <command>UPDATE</command> and <command>DELETE</command>
+   cannot contain <literal>RETURNING</literal> or <literal>WITH</literal> clauses.
+  </para>
+
+  <tip>
+   <para>
+    You may also wish to consider using <command>INSERT ... ON CONFLICT</command> as an
+    alternative statement which offers the ability to run an <command>UPDATE</command>
+    if a concurrent <command>INSERT</command> occurs.  There are a variety of
+    differences and restrictions between the two statement types and they are not
+    interchangeable.
+   </para>
+  </tip>
+ </refsect1>
+
+ <refsect1>
+  <title>Examples</title>
+
+  <para>
+   Perform maintenance on CustomerAccounts based upon new Transactions.
+
+<programlisting>
+MERGE CustomerAccount CA
+USING RecentTransactions T
+ON T.CustomerId = CA.CustomerId
+WHEN MATCHED THEN
+  UPDATE SET Balance = Balance + TransactionValue
+WHEN NOT MATCHED THEN
+  INSERT (CustomerId, Balance)
+  VALUES (T.CustomerId, T.TransactionValue);
+</programlisting>
+
+   notice that this would be exactly equivalent to the following
+   statement because the <literal>MATCHED</literal> result does not change
+   during execution
+
+<programlisting>
+MERGE CustomerAccount CA
+USING (Select CustomerId, TransactionValue From RecentTransactions) AS T
+ON CA.CustomerId = T.CustomerId
+WHEN NOT MATCHED THEN
+  INSERT (CustomerId, Balance)
+  VALUES (T.CustomerId, T.TransactionValue)
+WHEN MATCHED THEN
+  UPDATE SET Balance = Balance + TransactionValue;
+</programlisting>
+  </para>
+
+  <para>
+   Attempt to insert a new stock item along with the quantity of stock. If
+   the item already exists, instead update the stock count of the existing
+   item. Don't allow entries that have zero stock.
+<programlisting>
+MERGE INTO wines w
+USING wine_stock_changes s
+ON s.winename = w.winename
+WHEN NOT MATCHED AND s.stock_delta > 0 THEN
+  INSERT VALUES(s.winename, s.stock_delta)
+WHEN MATCHED AND w.stock + s.stock_delta > 0 THEN
+  UPDATE SET stock = w.stock + s.stock_delta;
+WHEN MATCHED THEN
+  DELETE;
+</programlisting>
+
+   The wine_stock_changes table might be, for example, a temporary table
+   recently loaded into the database.
+  </para>
+
+ </refsect1>
+
+ <refsect1>
+  <title>Compatibility</title>
+   <para>
+    This command conforms to the <acronym>SQL</acronym> standard.
+  </para>
+   <para>
+    The WITH clause and DO NOTHING action are extensions to the <acronym>SQL</acronym> standard.
+  </para>
+ </refsect1>
+</refentry>
diff --git a/doc/src/sgml/reference.sgml b/doc/src/sgml/reference.sgml
index dd2bddab8c..520e650069 100644
--- a/doc/src/sgml/reference.sgml
+++ b/doc/src/sgml/reference.sgml
@@ -186,6 +186,7 @@
    &listen;
    &load;
    &lock;
+   &merge;
    &move;
    &notify;
    &prepare;
diff --git a/doc/src/sgml/trigger.sgml b/doc/src/sgml/trigger.sgml
index 4a0e74652f..52448c19be 100644
--- a/doc/src/sgml/trigger.sgml
+++ b/doc/src/sgml/trigger.sgml
@@ -183,6 +183,26 @@
     will be fired.
    </para>
 
+   <para>
+    No separate triggers are defined for <command>MERGE</command>. Instead,
+    statement-level or row-level <command>UPDATE</command>,
+    <command>DELETE</command> and <command>INSERT</command> triggers are fired
+    depending on what actions are specified in the <command>MERGE</command> query
+    and what actions are activated.
+   </para>
+
+   <para>
+    While running a <command>MERGE</command> command, statement-level
+    <literal>BEFORE</literal> and <literal>AFTER</literal> triggers are fired for
+    events specified in the actions of the <command>MERGE</command> command,
+    irrespective of whether the action is finally activated or not. This is same as
+    an <command>UPDATE</command> statement that updates no rows, yet
+    statement-level triggers are fired. The row-level triggers are fired only
+    when a row is actually updated, inserted or deleted. So it's perfectly legal
+    that while statement-level triggers are fired for certain type of action, no
+    row-level triggers are fired for the same kind of action.
+   </para>
+
    <para>
     Trigger functions invoked by per-statement triggers should always
     return <symbol>NULL</symbol>. Trigger functions invoked by per-row
diff --git a/src/backend/access/heap/heapam.c b/src/backend/access/heap/heapam.c
index 53e997cd55..de6db55bbe 100644
--- a/src/backend/access/heap/heapam.c
+++ b/src/backend/access/heap/heapam.c
@@ -2641,6 +2641,7 @@ l1:
 		Assert(!(tp.t_data->t_infomask & HEAP_XMAX_INVALID));
 		Assert(result != TM_Updated ||
 			   !ItemPointerEquals(&tp.t_self, &tp.t_data->t_ctid));
+		tmfd->result = result;
 		tmfd->ctid = tp.t_data->t_ctid;
 		tmfd->xmax = HeapTupleHeaderGetUpdateXid(tp.t_data);
 		if (result == TM_SelfModified)
@@ -2887,12 +2888,12 @@ simple_heap_delete(Relation relation, ItemPointer tid)
  * In the failure cases, the routine fills *tmfd with the tuple's t_ctid,
  * t_xmax (resolving a possible MultiXact, if necessary), and t_cmax (the last
  * only for TM_SelfModified, since we cannot obtain cmax from a combocid
- * generated by another transaction).
+ * generated by another transaction).  XXX and stuff added by MERGE.
  */
 TM_Result
 heap_update(Relation relation, ItemPointer otid, HeapTuple newtup,
 			CommandId cid, Snapshot crosscheck, bool wait,
-			TM_FailureData *tmfd, LockTupleMode *lockmode)
+			TM_FailureData *tmfd)
 {
 	TM_Result	result;
 	TransactionId xid = GetCurrentTransactionId();
@@ -2931,8 +2932,10 @@ heap_update(Relation relation, ItemPointer otid, HeapTuple newtup,
 				infomask2_old_tuple,
 				infomask_new_tuple,
 				infomask2_new_tuple;
+	LockTupleMode lockmode;
 
 	Assert(ItemPointerIsValid(otid));
+	Assert(tmfd != NULL);
 
 	/*
 	 * Forbid this during a parallel operation, lest it allocate a combocid.
@@ -3033,7 +3036,7 @@ heap_update(Relation relation, ItemPointer otid, HeapTuple newtup,
 	 */
 	if (!bms_overlap(modified_attrs, key_attrs))
 	{
-		*lockmode = LockTupleNoKeyExclusive;
+		lockmode = tmfd->lockmode = LockTupleNoKeyExclusive;
 		mxact_status = MultiXactStatusNoKeyUpdate;
 		key_intact = true;
 
@@ -3050,7 +3053,7 @@ heap_update(Relation relation, ItemPointer otid, HeapTuple newtup,
 	}
 	else
 	{
-		*lockmode = LockTupleExclusive;
+		lockmode = tmfd->lockmode = LockTupleExclusive;
 		mxact_status = MultiXactStatusUpdate;
 		key_intact = false;
 	}
@@ -3129,7 +3132,7 @@ l2:
 			bool		current_is_member = false;
 
 			if (DoesMultiXactIdConflict((MultiXactId) xwait, infomask,
-										*lockmode, &current_is_member))
+										lockmode, &current_is_member))
 			{
 				LockBuffer(buffer, BUFFER_LOCK_UNLOCK);
 
@@ -3138,7 +3141,7 @@ l2:
 				 * requesting a lock and already have one; avoids deadlock).
 				 */
 				if (!current_is_member)
-					heap_acquire_tuplock(relation, &(oldtup.t_self), *lockmode,
+					heap_acquire_tuplock(relation, &(oldtup.t_self), lockmode,
 										 LockWaitBlock, &have_tuple_lock);
 
 				/* wait for multixact */
@@ -3223,7 +3226,7 @@ l2:
 			 * lock.
 			 */
 			LockBuffer(buffer, BUFFER_LOCK_UNLOCK);
-			heap_acquire_tuplock(relation, &(oldtup.t_self), *lockmode,
+			heap_acquire_tuplock(relation, &(oldtup.t_self), lockmode,
 								 LockWaitBlock, &have_tuple_lock);
 			XactLockTableWait(xwait, relation, &oldtup.t_self,
 							  XLTW_Update);
@@ -3274,6 +3277,7 @@ l2:
 		Assert(!(oldtup.t_data->t_infomask & HEAP_XMAX_INVALID));
 		Assert(result != TM_Updated ||
 			   !ItemPointerEquals(&oldtup.t_self, &oldtup.t_data->t_ctid));
+		tmfd->result = result;
 		tmfd->ctid = oldtup.t_data->t_ctid;
 		tmfd->xmax = HeapTupleHeaderGetUpdateXid(oldtup.t_data);
 		if (result == TM_SelfModified)
@@ -3282,7 +3286,7 @@ l2:
 			tmfd->cmax = InvalidCommandId;
 		UnlockReleaseBuffer(buffer);
 		if (have_tuple_lock)
-			UnlockTupleTuplock(relation, &(oldtup.t_self), *lockmode);
+			UnlockTupleTuplock(relation, &(oldtup.t_self), lockmode);
 		if (vmbuffer != InvalidBuffer)
 			ReleaseBuffer(vmbuffer);
 		bms_free(hot_attrs);
@@ -3319,7 +3323,7 @@ l2:
 	compute_new_xmax_infomask(HeapTupleHeaderGetRawXmax(oldtup.t_data),
 							  oldtup.t_data->t_infomask,
 							  oldtup.t_data->t_infomask2,
-							  xid, *lockmode, true,
+							  xid, lockmode, true,
 							  &xmax_old_tuple, &infomask_old_tuple,
 							  &infomask2_old_tuple);
 
@@ -3436,7 +3440,7 @@ l2:
 		compute_new_xmax_infomask(HeapTupleHeaderGetRawXmax(oldtup.t_data),
 								  oldtup.t_data->t_infomask,
 								  oldtup.t_data->t_infomask2,
-								  xid, *lockmode, false,
+								  xid, lockmode, false,
 								  &xmax_lock_old_tuple, &infomask_lock_old_tuple,
 								  &infomask2_lock_old_tuple);
 
@@ -3741,7 +3745,7 @@ l2:
 	 * Release the lmgr tuple lock, if we had it.
 	 */
 	if (have_tuple_lock)
-		UnlockTupleTuplock(relation, &(oldtup.t_self), *lockmode);
+		UnlockTupleTuplock(relation, &(oldtup.t_self), lockmode);
 
 	pgstat_count_heap_update(relation, use_hot_update);
 
@@ -3886,12 +3890,11 @@ simple_heap_update(Relation relation, ItemPointer otid, HeapTuple tup)
 {
 	TM_Result	result;
 	TM_FailureData tmfd;
-	LockTupleMode lockmode;
 
 	result = heap_update(relation, otid, tup,
 						 GetCurrentCommandId(true), InvalidSnapshot,
 						 true /* wait for commit */ ,
-						 &tmfd, &lockmode);
+						 &tmfd);
 	switch (result)
 	{
 		case TM_SelfModified:
@@ -4500,6 +4503,7 @@ failed:
 		Assert(!(tuple->t_data->t_infomask & HEAP_XMAX_INVALID));
 		Assert(result != TM_Updated ||
 			   !ItemPointerEquals(&tuple->t_self, &tuple->t_data->t_ctid));
+		tmfd->result = result;
 		tmfd->ctid = tuple->t_data->t_ctid;
 		tmfd->xmax = HeapTupleHeaderGetUpdateXid(tuple->t_data);
 		if (result == TM_SelfModified)
diff --git a/src/backend/access/heap/heapam_handler.c b/src/backend/access/heap/heapam_handler.c
index 10ddde4ecf..0e7366b4b0 100644
--- a/src/backend/access/heap/heapam_handler.c
+++ b/src/backend/access/heap/heapam_handler.c
@@ -325,7 +325,8 @@ heapam_tuple_update(Relation relation, ItemPointer otid, TupleTableSlot *slot,
 	tuple->t_tableOid = slot->tts_tableOid;
 
 	result = heap_update(relation, otid, tuple, cid, crosscheck, wait,
-						 tmfd, lockmode);
+						 tmfd);
+	*lockmode = tmfd->lockmode;
 	ItemPointerCopy(&tuple->t_self, &slot->tts_tid);
 
 	/*
diff --git a/src/backend/catalog/sql_features.txt b/src/backend/catalog/sql_features.txt
index caa971c435..feea093c26 100644
--- a/src/backend/catalog/sql_features.txt
+++ b/src/backend/catalog/sql_features.txt
@@ -239,9 +239,9 @@ F311	Schema definition statement	02	CREATE TABLE for persistent base tables	YES
 F311	Schema definition statement	03	CREATE VIEW	YES	
 F311	Schema definition statement	04	CREATE VIEW: WITH CHECK OPTION	YES	
 F311	Schema definition statement	05	GRANT statement	YES	
-F312	MERGE statement			NO	consider INSERT ... ON CONFLICT DO UPDATE
-F313	Enhanced MERGE statement			NO	
-F314	MERGE statement with DELETE branch			NO	
+F312	MERGE statement			YES	also consider INSERT ... ON CONFLICT DO UPDATE
+F313	Enhanced MERGE statement			YES	
+F314	MERGE statement with DELETE branch			YES	
 F321	User authorization			YES	
 F341	Usage tables			NO	no ROUTINE_*_USAGE tables
 F361	Subprogram support			YES	
diff --git a/src/backend/commands/explain.c b/src/backend/commands/explain.c
index 5d7eb3574c..fbaf50c258 100644
--- a/src/backend/commands/explain.c
+++ b/src/backend/commands/explain.c
@@ -1165,6 +1165,9 @@ ExplainNode(PlanState *planstate, List *ancestors,
 				case CMD_DELETE:
 					pname = operation = "Delete";
 					break;
+				case CMD_MERGE:
+					pname = operation = "Merge";
+					break;
 				default:
 					pname = "???";
 					break;
@@ -3685,6 +3688,10 @@ show_modifytable_info(ModifyTableState *mtstate, List *ancestors,
 			operation = "Delete";
 			foperation = "Foreign Delete";
 			break;
+		case CMD_MERGE:
+			operation = "Merge";
+			foperation = "Foreign Merge";
+			break;
 		default:
 			operation = "???";
 			foperation = "Foreign ???";
@@ -3807,6 +3814,32 @@ show_modifytable_info(ModifyTableState *mtstate, List *ancestors,
 								 other_path, 0, es);
 		}
 	}
+	else if (node->operation == CMD_MERGE)
+	{
+		/* EXPLAIN ANALYZE display of actual outcome for each tuple proposed */
+		if (es->analyze && mtstate->ps.instrument)
+		{
+			double		total;
+			double		insert_path;
+			double		update_path;
+			double		delete_path;
+			double		skipped_path;
+
+			InstrEndLoop(mtstate->mt_plans[0]->instrument);
+
+			/* count the number of source rows */
+			total = mtstate->mt_plans[0]->instrument->ntuples;
+			insert_path = mtstate->ps.instrument->nfiltered1;
+			update_path = mtstate->ps.instrument->nfiltered2;
+			delete_path = mtstate->ps.instrument->nfiltered3;
+			skipped_path = total - insert_path - update_path - delete_path;
+
+			ExplainPropertyFloat("Tuples Inserted", NULL, insert_path, 0, es);
+			ExplainPropertyFloat("Tuples Updated", NULL, update_path, 0, es);
+			ExplainPropertyFloat("Tuples Deleted", NULL, delete_path, 0, es);
+			ExplainPropertyFloat("Tuples Skipped", NULL, skipped_path, 0, es);
+		}
+	}
 
 	if (labeltargets)
 		ExplainCloseGroup("Target Tables", "Target Tables", false, es);
diff --git a/src/backend/commands/prepare.c b/src/backend/commands/prepare.c
index 653ef8e41a..36fd3dda66 100644
--- a/src/backend/commands/prepare.c
+++ b/src/backend/commands/prepare.c
@@ -144,6 +144,7 @@ PrepareQuery(ParseState *pstate, PrepareStmt *stmt,
 		case CMD_INSERT:
 		case CMD_UPDATE:
 		case CMD_DELETE:
+		case CMD_MERGE:
 			/* OK */
 			break;
 		default:
diff --git a/src/backend/commands/trigger.c b/src/backend/commands/trigger.c
index 12229364f1..d35aaa8483 100644
--- a/src/backend/commands/trigger.c
+++ b/src/backend/commands/trigger.c
@@ -88,7 +88,8 @@ static bool GetTupleForTrigger(EState *estate,
 							   ItemPointer tid,
 							   LockTupleMode lockmode,
 							   TupleTableSlot *oldslot,
-							   TupleTableSlot **newSlot);
+							   TupleTableSlot **newSlot,
+							   TM_FailureData *tmfpd);
 static bool TriggerEnabled(EState *estate, ResultRelInfo *relinfo,
 						   Trigger *trigger, TriggerEvent event,
 						   Bitmapset *modifiedCols,
@@ -98,6 +99,16 @@ static HeapTuple ExecCallTriggerFunc(TriggerData *trigdata,
 									 FmgrInfo *finfo,
 									 Instrumentation *instr,
 									 MemoryContext per_tuple_context);
+static Tuplestorestate *AfterTriggerGetTransitionTable(int event,
+													   TupleTableSlot *oldslot,
+													   TupleTableSlot *newslot,
+													   TransitionCaptureState *transition_capture);
+static void TransitionTableAddTuple(EState *estate,
+									TransitionCaptureState *transition_capture,
+									ResultRelInfo *relinfo,
+									TupleTableSlot *slot,
+									TupleTableSlot *original_insert_tuple,
+									Tuplestorestate *tuplestore);
 static void AfterTriggerSaveEvent(EState *estate, ResultRelInfo *relinfo,
 								  int event, bool row_trigger,
 								  TupleTableSlot *oldtup, TupleTableSlot *newtup,
@@ -2468,7 +2479,8 @@ ExecBRDeleteTriggers(EState *estate, EPQState *epqstate,
 					 ResultRelInfo *relinfo,
 					 ItemPointer tupleid,
 					 HeapTuple fdw_trigtuple,
-					 TupleTableSlot **epqslot)
+					 TupleTableSlot **epqslot,
+					 TM_FailureData *tmfdp)
 {
 	TupleTableSlot *slot = ExecGetTriggerOldSlot(estate, relinfo);
 	TriggerDesc *trigdesc = relinfo->ri_TrigDesc;
@@ -2484,7 +2496,7 @@ ExecBRDeleteTriggers(EState *estate, EPQState *epqstate,
 		TupleTableSlot *epqslot_candidate = NULL;
 
 		if (!GetTupleForTrigger(estate, epqstate, relinfo, tupleid,
-								LockTupleExclusive, slot, &epqslot_candidate))
+								LockTupleExclusive, slot, &epqslot_candidate, tmfdp))
 			return false;
 
 		/*
@@ -2568,6 +2580,7 @@ ExecARDeleteTriggers(EState *estate, ResultRelInfo *relinfo,
 							   tupleid,
 							   LockTupleExclusive,
 							   slot,
+							   NULL,
 							   NULL);
 		else
 			ExecForceStoreHeapTuple(fdw_trigtuple, slot, false);
@@ -2698,7 +2711,8 @@ ExecBRUpdateTriggers(EState *estate, EPQState *epqstate,
 					 ResultRelInfo *relinfo,
 					 ItemPointer tupleid,
 					 HeapTuple fdw_trigtuple,
-					 TupleTableSlot *newslot)
+					 TupleTableSlot *newslot,
+					 TM_FailureData *tmfdp)
 {
 	TriggerDesc *trigdesc = relinfo->ri_TrigDesc;
 	TupleTableSlot *oldslot = ExecGetTriggerOldSlot(estate, relinfo);
@@ -2721,7 +2735,8 @@ ExecBRUpdateTriggers(EState *estate, EPQState *epqstate,
 
 		/* get a copy of the on-disk tuple we are planning to update */
 		if (!GetTupleForTrigger(estate, epqstate, relinfo, tupleid,
-								lockmode, oldslot, &epqslot_candidate))
+								lockmode, oldslot, &epqslot_candidate,
+								tmfdp))
 			return false;		/* cancel the update action */
 
 		/*
@@ -2864,6 +2879,7 @@ ExecARUpdateTriggers(EState *estate, ResultRelInfo *relinfo,
 							   tupleid,
 							   LockTupleExclusive,
 							   oldslot,
+							   NULL,
 							   NULL);
 		else if (fdw_trigtuple != NULL)
 			ExecForceStoreHeapTuple(fdw_trigtuple, oldslot, false);
@@ -3009,7 +3025,8 @@ GetTupleForTrigger(EState *estate,
 				   ItemPointer tid,
 				   LockTupleMode lockmode,
 				   TupleTableSlot *oldslot,
-				   TupleTableSlot **epqslot)
+				   TupleTableSlot **epqslot,
+				   TM_FailureData *tmfdp)
 {
 	Relation	relation = relinfo->ri_RelationDesc;
 
@@ -3035,6 +3052,10 @@ GetTupleForTrigger(EState *estate,
 								lockflags,
 								&tmfd);
 
+		/* Let the caller know about failure reason, if any. */
+		if (tmfdp)
+			*tmfdp = tmfd;
+
 		switch (test)
 		{
 			case TM_SelfModified:
@@ -3532,8 +3553,23 @@ struct AfterTriggersTableData
 	bool		before_trig_done;	/* did we already queue BS triggers? */
 	bool		after_trig_done;	/* did we already queue AS triggers? */
 	AfterTriggerEventList after_trig_events;	/* if so, saved list pointer */
-	Tuplestorestate *old_tuplestore;	/* "old" transition table, if any */
-	Tuplestorestate *new_tuplestore;	/* "new" transition table, if any */
+
+	/*
+	 * We maintain separate transaction tables for UPDATE/INSERT/DELETE since
+	 * MERGE can run all three actions in a single statement. Note that UPDATE
+	 * needs both old and new transition tables whereas INSERT needs only new
+	 * and DELETE needs only old.
+	 */
+
+	/* "old" transition table for UPDATE, if any */
+	Tuplestorestate *old_upd_tuplestore;
+	/* "new" transition table for UPDATE, if any */
+	Tuplestorestate *new_upd_tuplestore;
+	/* "old" transition table for DELETE, if any */
+	Tuplestorestate *old_del_tuplestore;
+	/* "new" transition table INSERT, if any */
+	Tuplestorestate *new_ins_tuplestore;
+
 	TupleTableSlot *storeslot;	/* for converting to tuplestore's format */
 };
 
@@ -4012,13 +4048,19 @@ AfterTriggerExecute(EState *estate,
 	{
 		if (LocTriggerData.tg_trigger->tgoldtable)
 		{
-			LocTriggerData.tg_oldtable = evtshared->ats_table->old_tuplestore;
+			if (TRIGGER_FIRED_BY_UPDATE(evtshared->ats_event))
+				LocTriggerData.tg_oldtable = evtshared->ats_table->old_upd_tuplestore;
+			else
+				LocTriggerData.tg_oldtable = evtshared->ats_table->old_del_tuplestore;
 			evtshared->ats_table->closed = true;
 		}
 
 		if (LocTriggerData.tg_trigger->tgnewtable)
 		{
-			LocTriggerData.tg_newtable = evtshared->ats_table->new_tuplestore;
+			if (TRIGGER_FIRED_BY_INSERT(evtshared->ats_event))
+				LocTriggerData.tg_newtable = evtshared->ats_table->new_ins_tuplestore;
+			else
+				LocTriggerData.tg_newtable = evtshared->ats_table->new_upd_tuplestore;
 			evtshared->ats_table->closed = true;
 		}
 	}
@@ -4380,8 +4422,10 @@ TransitionCaptureState *
 MakeTransitionCaptureState(TriggerDesc *trigdesc, Oid relid, CmdType cmdType)
 {
 	TransitionCaptureState *state;
-	bool		need_old,
-				need_new;
+	bool		need_old_upd,
+				need_new_upd,
+				need_old_del,
+				need_new_ins;
 	AfterTriggersTableData *table;
 	MemoryContext oldcxt;
 	ResourceOwner saveResourceOwner;
@@ -4393,23 +4437,31 @@ MakeTransitionCaptureState(TriggerDesc *trigdesc, Oid relid, CmdType cmdType)
 	switch (cmdType)
 	{
 		case CMD_INSERT:
-			need_old = false;
-			need_new = trigdesc->trig_insert_new_table;
+			need_old_upd = need_old_del = need_new_upd = false;
+			need_new_ins = trigdesc->trig_insert_new_table;
 			break;
 		case CMD_UPDATE:
-			need_old = trigdesc->trig_update_old_table;
-			need_new = trigdesc->trig_update_new_table;
+			need_old_upd = trigdesc->trig_update_old_table;
+			need_new_upd = trigdesc->trig_update_new_table;
+			need_old_del = need_new_ins = false;
 			break;
 		case CMD_DELETE:
-			need_old = trigdesc->trig_delete_old_table;
-			need_new = false;
+			need_old_del = trigdesc->trig_delete_old_table;
+			need_old_upd = need_new_upd = need_new_ins = false;
+			break;
+		case CMD_MERGE:
+			need_old_upd = trigdesc->trig_update_old_table;
+			need_new_upd = trigdesc->trig_update_new_table;
+			need_old_del = trigdesc->trig_delete_old_table;
+			need_new_ins = trigdesc->trig_insert_new_table;
 			break;
 		default:
 			elog(ERROR, "unexpected CmdType: %d", (int) cmdType);
-			need_old = need_new = false;	/* keep compiler quiet */
+			/* keep compiler quiet */
+			need_old_upd = need_new_upd = need_old_del = need_new_ins = false;
 			break;
 	}
-	if (!need_old && !need_new)
+	if (!need_old_upd && !need_new_upd && !need_new_ins && !need_old_del)
 		return NULL;
 
 	/* Check state, like AfterTriggerSaveEvent. */
@@ -4439,10 +4491,14 @@ MakeTransitionCaptureState(TriggerDesc *trigdesc, Oid relid, CmdType cmdType)
 	saveResourceOwner = CurrentResourceOwner;
 	CurrentResourceOwner = CurTransactionResourceOwner;
 
-	if (need_old && table->old_tuplestore == NULL)
-		table->old_tuplestore = tuplestore_begin_heap(false, false, work_mem);
-	if (need_new && table->new_tuplestore == NULL)
-		table->new_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+	if (need_old_upd && table->old_upd_tuplestore == NULL)
+		table->old_upd_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+	if (need_new_upd && table->new_upd_tuplestore == NULL)
+		table->new_upd_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+	if (need_old_del && table->old_del_tuplestore == NULL)
+		table->old_del_tuplestore = tuplestore_begin_heap(false, false, work_mem);
+	if (need_new_ins && table->new_ins_tuplestore == NULL)
+		table->new_ins_tuplestore = tuplestore_begin_heap(false, false, work_mem);
 
 	CurrentResourceOwner = saveResourceOwner;
 	MemoryContextSwitchTo(oldcxt);
@@ -4631,12 +4687,20 @@ AfterTriggerFreeQuery(AfterTriggersQueryData *qs)
 	{
 		AfterTriggersTableData *table = (AfterTriggersTableData *) lfirst(lc);
 
-		ts = table->old_tuplestore;
-		table->old_tuplestore = NULL;
+		ts = table->old_upd_tuplestore;
+		table->old_upd_tuplestore = NULL;
 		if (ts)
 			tuplestore_end(ts);
-		ts = table->new_tuplestore;
-		table->new_tuplestore = NULL;
+		ts = table->new_upd_tuplestore;
+		table->new_upd_tuplestore = NULL;
+		if (ts)
+			tuplestore_end(ts);
+		ts = table->old_del_tuplestore;
+		table->old_del_tuplestore = NULL;
+		if (ts)
+			tuplestore_end(ts);
+		ts = table->new_ins_tuplestore;
+		table->new_ins_tuplestore = NULL;
 		if (ts)
 			tuplestore_end(ts);
 	}
@@ -5399,6 +5463,101 @@ AfterTriggerPendingOnRel(Oid relid)
 	return false;
 }
 
+/*
+ * Get the transition table for the given event and depending on whether we are
+ * processing the old or the new tuple.
+ */
+static Tuplestorestate *
+AfterTriggerGetTransitionTable(int event,
+							   TupleTableSlot *oldslot,
+							   TupleTableSlot *newslot,
+							   TransitionCaptureState *transition_capture)
+{
+	Tuplestorestate *tuplestore = NULL;
+	bool		delete_old_table = transition_capture->tcs_delete_old_table;
+	bool		update_old_table = transition_capture->tcs_update_old_table;
+	bool		update_new_table = transition_capture->tcs_update_new_table;
+	bool		insert_new_table = transition_capture->tcs_insert_new_table;
+
+	/*
+	 * For INSERT events NEW should be non-NULL, for DELETE events OLD should
+	 * be non-NULL, whereas for UPDATE events normally both OLD and NEW are
+	 * non-NULL.  But for UPDATE events fired for capturing transition tuples
+	 * during UPDATE partition-key row movement, OLD is NULL when the event is
+	 * for a row being inserted, whereas NEW is NULL when the event is for a
+	 * row being deleted.
+	 */
+	Assert(!(event == TRIGGER_EVENT_DELETE && delete_old_table &&
+			 TupIsNull(oldslot)));
+	Assert(!(event == TRIGGER_EVENT_INSERT && insert_new_table &&
+			 TupIsNull(newslot)));
+
+	/*
+	 * We're called either for the NEW or the OLD tuples, but not both at the
+	 * same time.
+	 */
+	Assert((oldslot != NULL) ^ (newslot != NULL));
+
+	if (oldslot != NULL)
+	{
+		if (event == TRIGGER_EVENT_DELETE && delete_old_table)
+			tuplestore = transition_capture->tcs_private->old_del_tuplestore;
+		else if (event == TRIGGER_EVENT_UPDATE && update_old_table)
+			tuplestore = transition_capture->tcs_private->old_upd_tuplestore;
+	}
+
+	if (newslot != NULL)
+	{
+		if (event == TRIGGER_EVENT_INSERT && insert_new_table)
+			tuplestore = transition_capture->tcs_private->new_ins_tuplestore;
+		else if (event == TRIGGER_EVENT_UPDATE && update_new_table)
+			tuplestore = transition_capture->tcs_private->new_upd_tuplestore;
+	}
+
+	return tuplestore;
+}
+
+/*
+ * Add the given heap tuple to the given tuplestore, applying the conversion
+ * map if necessary.
+ */
+static void
+TransitionTableAddTuple(EState *estate,
+						TransitionCaptureState *transition_capture,
+						ResultRelInfo *relinfo,
+						TupleTableSlot *slot,
+						TupleTableSlot *original_insert_tuple,
+						Tuplestorestate *tuplestore)
+{
+	/*
+	 * Nothing needs to be done if we don't have a tuplestore.
+	 */
+	if (tuplestore == NULL)
+		return;
+
+	if (original_insert_tuple)
+		tuplestore_puttupleslot(tuplestore, original_insert_tuple);
+	else if (relinfo->ri_ChildToRootMap)
+	{
+		TupleConversionMap *map = relinfo->ri_ChildToRootMap;
+		TupleTableSlot *storeslot;
+
+		storeslot = transition_capture->tcs_private->storeslot;
+
+		if (!storeslot)
+		{
+			storeslot = ExecAllocTableSlot(&estate->es_tupleTable,
+										   map->outdesc,
+										   &TTSOpsVirtual);
+			transition_capture->tcs_private->storeslot = storeslot;
+		}
+
+		execute_attr_map_slot(map->attrMap, slot, storeslot);
+		tuplestore_puttupleslot(tuplestore, storeslot);
+	}
+	else
+		tuplestore_puttupleslot(tuplestore, slot);
+}
 
 /* ----------
  * AfterTriggerSaveEvent()
@@ -5459,90 +5618,49 @@ AfterTriggerSaveEvent(EState *estate, ResultRelInfo *relinfo,
 	if (row_trigger && transition_capture != NULL)
 	{
 		TupleTableSlot *original_insert_tuple = transition_capture->tcs_original_insert_tuple;
-		TupleConversionMap *map = relinfo->ri_ChildToRootMap;
-		bool		delete_old_table = transition_capture->tcs_delete_old_table;
-		bool		update_old_table = transition_capture->tcs_update_old_table;
-		bool		update_new_table = transition_capture->tcs_update_new_table;
-		bool		insert_new_table = transition_capture->tcs_insert_new_table;
 
 		/*
-		 * For INSERT events NEW should be non-NULL, for DELETE events OLD
-		 * should be non-NULL, whereas for UPDATE events normally both OLD and
-		 * NEW are non-NULL.  But for UPDATE events fired for capturing
-		 * transition tuples during UPDATE partition-key row movement, OLD is
-		 * NULL when the event is for a row being inserted, whereas NEW is
-		 * NULL when the event is for a row being deleted.
+		 * Capture the old tuple in the appropriate transition table based on
+		 * the event.
 		 */
-		Assert(!(event == TRIGGER_EVENT_DELETE && delete_old_table &&
-				 TupIsNull(oldslot)));
-		Assert(!(event == TRIGGER_EVENT_INSERT && insert_new_table &&
-				 TupIsNull(newslot)));
-
-		if (!TupIsNull(oldslot) &&
-			((event == TRIGGER_EVENT_DELETE && delete_old_table) ||
-			 (event == TRIGGER_EVENT_UPDATE && update_old_table)))
+		if (!TupIsNull(oldslot))
 		{
-			Tuplestorestate *old_tuplestore;
+			Tuplestorestate *tuplestore =
+			AfterTriggerGetTransitionTable(event,
+										   oldslot,
+										   NULL,
+										   transition_capture);
 
-			old_tuplestore = transition_capture->tcs_private->old_tuplestore;
-
-			if (map != NULL)
-			{
-				TupleTableSlot *storeslot;
-
-				storeslot = transition_capture->tcs_private->storeslot;
-				if (!storeslot)
-				{
-					storeslot = ExecAllocTableSlot(&estate->es_tupleTable,
-												   map->outdesc,
-												   &TTSOpsVirtual);
-					transition_capture->tcs_private->storeslot = storeslot;
-				}
-
-				execute_attr_map_slot(map->attrMap, oldslot, storeslot);
-				tuplestore_puttupleslot(old_tuplestore, storeslot);
-			}
-			else
-				tuplestore_puttupleslot(old_tuplestore, oldslot);
+			TransitionTableAddTuple(estate, transition_capture, relinfo,
+									oldslot, NULL, tuplestore);
 		}
-		if (!TupIsNull(newslot) &&
-			((event == TRIGGER_EVENT_INSERT && insert_new_table) ||
-			 (event == TRIGGER_EVENT_UPDATE && update_new_table)))
-		{
-			Tuplestorestate *new_tuplestore;
 
-			new_tuplestore = transition_capture->tcs_private->new_tuplestore;
+		/*
+		 * Capture the new tuple in the appropriate transition table based on
+		 * the event.
+		 */
+		if (!TupIsNull(newslot))
+		{
+			Tuplestorestate *tuplestore =
+			AfterTriggerGetTransitionTable(event,
+										   NULL,
+										   newslot,
+										   transition_capture);
 
 			if (original_insert_tuple != NULL)
-				tuplestore_puttupleslot(new_tuplestore,
-										original_insert_tuple);
-			else if (map != NULL)
-			{
-				TupleTableSlot *storeslot;
-
-				storeslot = transition_capture->tcs_private->storeslot;
-
-				if (!storeslot)
-				{
-					storeslot = ExecAllocTableSlot(&estate->es_tupleTable,
-												   map->outdesc,
-												   &TTSOpsVirtual);
-					transition_capture->tcs_private->storeslot = storeslot;
-				}
-
-				execute_attr_map_slot(map->attrMap, newslot, storeslot);
-				tuplestore_puttupleslot(new_tuplestore, storeslot);
-			}
+				TransitionTableAddTuple(estate, transition_capture, relinfo,
+										NULL, original_insert_tuple, tuplestore);
 			else
-				tuplestore_puttupleslot(new_tuplestore, newslot);
+				TransitionTableAddTuple(estate, transition_capture, relinfo,
+										newslot, NULL, tuplestore);
 		}
 
 		/*
 		 * If transition tables are the only reason we're here, return. As
 		 * mentioned above, we can also be here during update tuple routing in
 		 * presence of transition tables, in which case this function is
-		 * called separately for oldtup and newtup, so we expect exactly one
-		 * of them to be NULL.
+		 * called separately for OLD and NEW, so we expect exactly one of them
+		 * to be NULL.
 		 */
 		if (trigdesc == NULL ||
 			(event == TRIGGER_EVENT_DELETE && !trigdesc->trig_delete_after_row) ||
diff --git a/src/backend/executor/Makefile b/src/backend/executor/Makefile
index f990c6473a..8943165a8d 100644
--- a/src/backend/executor/Makefile
+++ b/src/backend/executor/Makefile
@@ -21,6 +21,7 @@ OBJS = \
 	execIndexing.o \
 	execJunk.o \
 	execMain.o \
+	execMerge.o \
 	execParallel.o \
 	execPartition.o \
 	execProcnode.o \
diff --git a/src/backend/executor/README b/src/backend/executor/README
index 18b2ac1865..ff37c91cb9 100644
--- a/src/backend/executor/README
+++ b/src/backend/executor/README
@@ -37,6 +37,17 @@ the plan tree returns the computed tuples to be updated, plus a "junk"
 one.  For DELETE, the plan tree need only deliver a CTID column, and the
 ModifyTable node visits each of those rows and marks the row deleted.
 
+MERGE runs one generic plan that returns candidate target rows. Each row
+consists of a super-row that contains all the columns needed by any of the
+individual actions, plus CTID and TABLEOID junk columns. The CTID column is
+required to know if a matching target row was found or not and the TABLEOID
+column is needed to find the underlying target partition, in case when the
+target table is a partitioned table. When a matching target tuple is found,
+the CTID column identifies the matching tuple and we attempt to activate
+WHEN MATCHED actions. If a matching tuple is not found, then CTID column is
+NULL and we attempt to activate WHEN NOT MATCHED actions. Once we know which
+action is activated we form the final result row and apply only those changes.
+
 XXX a great deal more documentation needs to be written here...
 
 
diff --git a/src/backend/executor/execMain.c b/src/backend/executor/execMain.c
index b4e25df601..63db747f13 100644
--- a/src/backend/executor/execMain.c
+++ b/src/backend/executor/execMain.c
@@ -235,6 +235,7 @@ standard_ExecutorStart(QueryDesc *queryDesc, int eflags)
 		case CMD_INSERT:
 		case CMD_DELETE:
 		case CMD_UPDATE:
+		case CMD_MERGE:
 			estate->es_output_cid = GetCurrentCommandId(true);
 			break;
 
@@ -1242,6 +1243,12 @@ InitResultRelInfo(ResultRelInfo *resultRelInfo,
 	resultRelInfo->ri_ReturningSlot = NULL;
 	resultRelInfo->ri_TrigOldSlot = NULL;
 	resultRelInfo->ri_TrigNewSlot = NULL;
+
+	resultRelInfo->ri_mergeTargetRTI = 0;
+	resultRelInfo->ri_matchedMergeAction = NIL;
+	resultRelInfo->ri_notMatchedMergeAction = NIL;
+	resultRelInfo->ri_mergeTuple = NULL;
+
 	resultRelInfo->ri_PartitionRoot = partition_root;
 	resultRelInfo->ri_RootToPartitionMap = NULL;	/* set by
 													 * ExecInitRoutingInfo */
@@ -2037,6 +2044,19 @@ ExecWithCheckOptions(WCOKind kind, ResultRelInfo *resultRelInfo,
 								 errmsg("new row violates row-level security policy for table \"%s\"",
 										wco->relname)));
 					break;
+				case WCO_RLS_MERGE_UPDATE_CHECK:
+				case WCO_RLS_MERGE_DELETE_CHECK:
+					if (wco->polname != NULL)
+						ereport(ERROR,
+								(errcode(ERRCODE_INSUFFICIENT_PRIVILEGE),
+								 errmsg("target row violates row-level security policy \"%s\" (USING expression) for table \"%s\"",
+										wco->polname, wco->relname)));
+					else
+						ereport(ERROR,
+								(errcode(ERRCODE_INSUFFICIENT_PRIVILEGE),
+								 errmsg("target row violates row-level security policy (USING expression) for table \"%s\"",
+										wco->relname)));
+					break;
 				case WCO_RLS_CONFLICT_CHECK:
 					if (wco->polname != NULL)
 						ereport(ERROR,
diff --git a/src/backend/executor/execMerge.c b/src/backend/executor/execMerge.c
new file mode 100644
index 0000000000..0e245e1361
--- /dev/null
+++ b/src/backend/executor/execMerge.c
@@ -0,0 +1,633 @@
+/*-------------------------------------------------------------------------
+ *
+ * execMerge.c
+ *	  routines to handle Merge nodes relating to the MERGE command
+ *
+ * Portions Copyright (c) 1996-2018, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ *
+ * IDENTIFICATION
+ *	  src/backend/executor/execMerge.c
+ *
+ *-------------------------------------------------------------------------
+ */
+
+
+#include "postgres.h"
+
+#include "access/htup_details.h"
+#include "access/xact.h"
+#include "commands/trigger.h"
+#include "executor/execPartition.h"
+#include "executor/executor.h"
+#include "executor/nodeModifyTable.h"
+#include "executor/execMerge.h"
+#include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
+#include "storage/bufmgr.h"
+#include "storage/lmgr.h"
+#include "utils/builtins.h"
+#include "utils/memutils.h"
+#include "utils/rel.h"
+
+static bool ExecMergeMatched(ModifyTableState *mtstate,
+							 ResultRelInfo *resultRelInfo,
+							 EState *estate,
+							 TupleTableSlot *slot, JunkFilter *junkfilter,
+							 ItemPointer tupleid);
+static void ExecMergeNotMatched(ModifyTableState *mtstate,
+								ResultRelInfo *resultRelInfo,
+								EState *estate,
+								TupleTableSlot *slot);
+
+/*
+ * Perform MERGE.
+ */
+void
+ExecMerge(ModifyTableState *mtstate, ResultRelInfo *resultRelInfo,
+		  EState *estate, TupleTableSlot *slot,
+		  JunkFilter *junkfilter)
+{
+	ExprContext *econtext = mtstate->ps.ps_ExprContext;
+	ItemPointer tupleid;
+	ItemPointerData tuple_ctid;
+	bool		matched = false;
+	Datum		datum;
+	bool		isNull;
+
+	Assert(resultRelInfo->ri_RelationDesc->rd_rel->relkind == RELKIND_RELATION ||
+		   resultRelInfo->ri_RelationDesc->rd_rel->relkind == RELKIND_PARTITIONED_TABLE);
+
+	/*
+	 * Reset per-tuple memory context to free any expression evaluation
+	 * storage allocated in the previous cycle.
+	 */
+	ResetExprContext(econtext);
+
+	/*
+	 * We run a JOIN between the target relation and the source relation to
+	 * find a set of candidate source rows that has matching row in the target
+	 * table and a set of candidate source rows that does not have matching
+	 * row in the target table. If the join returns us a tuple with target
+	 * relation's tid set, that implies that the join found a matching row for
+	 * the given source tuple. This case triggers the WHEN MATCHED clause of
+	 * the MERGE. Whereas a NULL in the target relation's ctid column
+	 * indicates a NOT MATCHED case.
+	 */
+	datum = ExecGetJunkAttribute(slot, junkfilter->jf_junkAttNo, &isNull);
+
+	if (!isNull)
+	{
+		matched = true;
+		tupleid = (ItemPointer) DatumGetPointer(datum);
+		tuple_ctid = *tupleid;	/* be sure we don't free ctid!! */
+		tupleid = &tuple_ctid;
+	}
+	else
+	{
+		matched = false;
+		tupleid = NULL;			/* we don't need it for INSERT actions */
+	}
+
+	/*
+	 * If we are dealing with a WHEN MATCHED case, we execute the first action
+	 * for which the additional WHEN MATCHED AND quals pass. If an action
+	 * without quals is found, that action is executed.
+	 *
+	 * Similarly, if we are dealing with WHEN NOT MATCHED case, we look at the
+	 * given WHEN NOT MATCHED actions in sequence until one passes.
+	 *
+	 * Things get interesting in case of concurrent update/delete of the
+	 * target tuple. Such concurrent update/delete is detected while we are
+	 * executing a WHEN MATCHED action.
+	 *
+	 * A concurrent update can:
+	 *
+	 * 1. modify the target tuple so that it no longer satisfies the
+	 * additional quals attached to the current WHEN MATCHED action OR
+	 *
+	 * In this case, we are still dealing with a WHEN MATCHED case, but we
+	 * should recheck the list of WHEN MATCHED actions and choose the first
+	 * one that satisfies the new target tuple.
+	 *
+	 * 2. modify the target tuple so that the join quals no longer pass and
+	 * hence the source tuple no longer has a match.
+	 *
+	 * In the second case, the source tuple no longer matches the target
+	 * tuple, so we now instead find a qualifying WHEN NOT MATCHED action to
+	 * execute.
+	 *
+	 * A concurrent delete, changes a WHEN MATCHED case to WHEN NOT MATCHED.
+	 *
+	 * ExecMergeMatched takes care of following the update chain and
+	 * re-finding the qualifying WHEN MATCHED action, as long as the updated
+	 * target tuple still satisfies the join quals i.e. it still remains a
+	 * WHEN MATCHED case. If the tuple gets deleted or the join quals fail, it
+	 * returns and we try ExecMergeNotMatched. Given that ExecMergeMatched
+	 * always make progress by following the update chain and we never switch
+	 * from ExecMergeNotMatched to ExecMergeMatched, there is no risk of a
+	 * livelock.
+	 */
+	if (matched)
+		matched = ExecMergeMatched(mtstate, resultRelInfo, estate,
+								   slot, junkfilter, tupleid);
+
+	/*
+	 * Either we were dealing with a NOT MATCHED tuple or
+	 * ExecMergeNotMatched() returned "false", indicating the previously
+	 * MATCHED tuple is no longer a matching tuple.
+	 */
+	if (!matched)
+		ExecMergeNotMatched(mtstate, resultRelInfo, estate, slot);
+}
+
+/*
+ * Check and execute the first qualifying MATCHED action. The current target
+ * tuple is identified by tupleid.
+ *
+ * We start from the first WHEN MATCHED action and check if the WHEN AND quals
+ * pass, if any. If the WHEN AND quals for the first action do not pass, we
+ * check the second, then the third and so on. If we reach to the end, no
+ * action is taken and we return true, indicating that no further action is
+ * required for this tuple.
+ *
+ * If we do find a qualifying action, then we attempt to execute the action.
+ *
+ * If the tuple is concurrently updated, EvalPlanQual is run with the updated
+ * tuple to recheck the join quals. Note that the additional quals associated
+ * with individual actions are evaluated separately by the MERGE code, while
+ * EvalPlanQual checks for the join quals. If EvalPlanQual tells us that the
+ * updated tuple still passes the join quals, then we restart from the first
+ * action to look for a qualifying action. Otherwise, we return false meaning
+ * that a NOT MATCHED action must now be executed for the current source tuple.
+ */
+static bool
+ExecMergeMatched(ModifyTableState *mtstate, ResultRelInfo *resultRelInfo,
+				 EState *estate, TupleTableSlot *slot, JunkFilter *junkfilter,
+				 ItemPointer tupleid)
+{
+	ExprContext *econtext = mtstate->ps.ps_ExprContext;
+	bool		isNull;
+	TM_FailureData tmfd;
+	bool		tuple_updated,
+				tuple_deleted;
+	EPQState   *epqstate = &mtstate->mt_epqstate;
+	ListCell   *l;
+
+	if (mtstate->mt_partition_tuple_routing != NULL)
+	{
+		PartitionTupleRouting *proute = mtstate->mt_partition_tuple_routing;
+		Datum		datum;
+		TupleTableSlot *tmpslot;
+
+		/*
+		 * Find the partition for this matched tuple, by searching for the
+		 * partition that matches the wholerow junk attr.
+		 */
+		datum = ExecGetJunkAttribute(slot, junkfilter->jf_otherJunkAttNo,
+									 &isNull);
+		if (isNull)
+			elog(ERROR, "could not find wholerow junk attr");
+
+		tmpslot = ExecInitExtraTupleSlot(estate,
+										 RelationGetDescr(resultRelInfo->ri_RelationDesc),
+										 &TTSOpsVirtual);
+		ExecStoreHeapTupleDatum(datum, tmpslot);
+
+		resultRelInfo = ExecFindPartition(mtstate, resultRelInfo,
+										  proute, tmpslot, estate);
+	}
+
+	/*
+	 * If there are not WHEN MATCHED actions, we are done.
+	 */
+	if (resultRelInfo->ri_matchedMergeAction == NIL)
+		return true;
+
+	/*
+	 * Make tuple and any needed join variables available to ExecQual and
+	 * ExecProject. The target's existing tuple is installed in the scantuple.
+	 * Again, this target relation's slot is required only in the case of a
+	 * MATCHED tuple and UPDATE/DELETE actions.
+	 */
+	econtext->ecxt_scantuple = resultRelInfo->ri_mergeTuple;
+	econtext->ecxt_innertuple = slot;
+	econtext->ecxt_outertuple = NULL;
+
+lmerge_matched:
+
+	/*
+	 * UPDATE/DELETE is only invoked for matched rows. And we must have found
+	 * the tupleid of the target row in that case. We fetch using SnapshotAny
+	 * because we might get called again after EvalPlanQual returns us a new
+	 * tuple. This tuple may not be visible to our MVCC snapshot.
+	 */
+	Assert(tupleid != NULL);
+
+	if (!table_tuple_fetch_row_version(resultRelInfo->ri_RelationDesc,
+									   tupleid,
+									   SnapshotAny,
+									   resultRelInfo->ri_mergeTuple))
+		elog(ERROR, "failed to fetch the target tuple");
+
+	foreach(l, resultRelInfo->ri_matchedMergeAction)
+	{
+		RelMergeActionState *relaction = (RelMergeActionState *) lfirst(l);
+		CmdType		commandType = relaction->rmas_global->mas_action->commandType;
+
+		/*
+		 * Test condition, if any
+		 *
+		 * In the absence of a condition we perform the action unconditionally
+		 * (no need to check separately since ExecQual() will return true if
+		 * there are no conditions to evaluate).
+		 */
+		if (!ExecQual(relaction->rmas_whenqual, econtext))
+			continue;
+
+		/*
+		 * Check if the existing target tuple meet the USING checks of
+		 * UPDATE/DELETE RLS policies. If those checks fail, we throw an
+		 * error.
+		 *
+		 * The WITH CHECK quals are applied in ExecUpdate() and hence we need
+		 * not do anything special to handle them.
+		 *
+		 * NOTE: We must do this after WHEN quals are evaluated so that we
+		 * check policies only when they matter.
+		 */
+		if (resultRelInfo->ri_WithCheckOptions)
+		{
+			ExecWithCheckOptions(commandType == CMD_UPDATE ?
+								 WCO_RLS_MERGE_UPDATE_CHECK : WCO_RLS_MERGE_DELETE_CHECK,
+								 resultRelInfo,
+								 resultRelInfo->ri_mergeTuple,
+								 mtstate->ps.state);
+		}
+
+		/* Perform stated action */
+		switch (commandType)
+		{
+			case CMD_UPDATE:
+
+				/*
+				 * We set up the projection earlier, so all we do here is
+				 * Project, no need for any other tasks prior to the
+				 * ExecUpdate.
+				 */
+				ExecProject(relaction->rmas_proj);
+
+				/*
+				 * We don't call ExecFilterJunk() because the projected tuple
+				 * using the UPDATE action's targetlist doesn't have a junk
+				 * attribute.
+				 */
+				slot = ExecUpdate(mtstate, resultRelInfo,
+								  tupleid, NULL,
+								  relaction->rmas_mergeslot,
+								  slot, epqstate, estate,
+								  &tuple_updated, &tmfd,
+								  relaction->rmas_global, mtstate->canSetTag);
+				break;
+
+			case CMD_DELETE:
+				/* Nothing to Project for a DELETE action */
+				slot = ExecDelete(mtstate, resultRelInfo,
+								  tupleid, NULL,
+								  slot, epqstate, estate,
+								  false,
+								  mtstate->canSetTag,
+								  false /* changingPart */ ,
+								  &tmfd,
+								  relaction->rmas_global,
+								  &tuple_deleted, NULL /* epqslot */ );
+
+				break;
+
+			default:
+				elog(ERROR, "unknown action in MERGE WHEN MATCHED clause");
+
+		}
+
+		/*
+		 * Check for any concurrent update/delete operation which may have
+		 * prevented our update/delete. We also check for situations where we
+		 * might be trying to update/delete the same tuple twice.
+		 */
+		if ((commandType == CMD_UPDATE && !tuple_updated) ||
+			(commandType == CMD_DELETE && !tuple_deleted))
+		{
+			switch (tmfd.result)
+			{
+				case TM_Ok:
+					break;
+				case TM_Invisible:
+
+					/*
+					 * This state should never be reached since the underlying
+					 * JOIN runs with a MVCC snapshot and EvalPlanQual runs
+					 * with a dirty snapshot. So such a row should have never
+					 * been returned for MERGE.
+					 */
+					elog(ERROR, "unexpected invisible tuple");
+					break;
+
+				case TM_SelfModified:
+
+					/*
+					 * SQLStandard disallows this for MERGE.
+					 */
+					if (TransactionIdIsCurrentTransactionId(tmfd.xmax))
+						ereport(ERROR,
+								(errcode(ERRCODE_CARDINALITY_VIOLATION),
+								 errmsg("MERGE command cannot affect row a second time"),
+								 errhint("Ensure that not more than one source row matches any one target row")));
+					/* This shouldn't happen */
+					elog(ERROR, "attempted to update or delete invisible tuple");
+					break;
+
+				case TM_Updated:
+				case TM_Deleted:
+
+					/*
+					 * The target tuple was concurrently updated/deleted by
+					 * some other transaction.
+					 *
+					 * If the current tuple is that last tuple in the update
+					 * chain, then we know that the tuple was concurrently
+					 * deleted. Just return and let the caller try NOT MATCHED
+					 * actions.
+					 *
+					 * If the current tuple was concurrently updated, then we
+					 * must run the EvalPlanQual() with the new version of the
+					 * tuple. If EvalPlanQual() does not return a tuple then
+					 * we switch to the NOT MATCHED list of actions. If it
+					 * does return a tuple and the join qual is still
+					 * satisfied, then we just need to recheck the MATCHED
+					 * actions, starting from the top, and execute the first
+					 * qualifying action.
+					 */
+					if (!ItemPointerEquals(tupleid, &tmfd.ctid))
+					{
+						TupleTableSlot *epqslot;
+
+						/*
+						 * Since we generate a JOIN query with a target table
+						 * RTE different than the result relation RTE, we must
+						 * pass in the RTI of the relation used in the join
+						 * query and not the one from result relation.
+						 */
+						Assert(resultRelInfo->ri_mergeTargetRTI > 0);
+						epqslot = EvalPlanQual(epqstate,
+											   resultRelInfo->ri_RelationDesc,
+											   GetEPQRangeTableIndex(resultRelInfo),
+											   relaction->rmas_mergeslot);
+
+						if (!TupIsNull(epqslot))
+						{
+							(void) ExecGetJunkAttribute(epqslot,
+														junkfilter->jf_junkAttNo,
+														&isNull);
+
+							/*
+							 * A non-NULL ctid means that we are still dealing
+							 * with MATCHED case. But we must retry from the
+							 * start with the updated tuple to ensure that the
+							 * first qualifying WHEN MATCHED action is
+							 * executed.
+							 *
+							 * We don't use the new slot returned by
+							 * EvalPlanQual because we anyways re-install the
+							 * new target tuple in econtext->ecxt_scantuple
+							 * before re-evaluating WHEN AND conditions and
+							 * re-projecting the update targetlists. The
+							 * source side tuple does not change and hence we
+							 * can safely continue to use the old slot.
+							 */
+							if (!isNull)
+							{
+								/*
+								 * When a tuple was updated and migrate to
+								 * another partition concurrently, the current
+								 * MERGE implementation can't follow.  There's
+								 * probably a better way to handle this case,
+								 * but it'd require recognizing the relation
+								 * to which the tuple moved, and setting
+								 * our current resultRelInfo to that.
+								 */
+								if (ItemPointerIndicatesMovedPartitions(&tmfd.ctid))
+									ereport(ERROR,
+											(errmsg("tuple to be deleted was already moved to another partition due to concurrent update")));
+
+								/*
+								 * Must update *tupleid to the TID of the
+								 * newer tuple found in the update chain.
+								 */
+								*tupleid = tmfd.ctid;
+								goto lmerge_matched;
+							}
+						}
+					}
+
+					/*
+					 * Tell the caller about the updated TID, restore the
+					 * state back and return.
+					 */
+					*tupleid = tmfd.ctid;
+					return false;
+
+				default:
+					break;
+
+			}
+		}
+
+		if (commandType == CMD_UPDATE && tuple_updated)
+			InstrCountFiltered2(&mtstate->ps, 1);
+		if (commandType == CMD_DELETE && tuple_deleted)
+			InstrCountFiltered3(&mtstate->ps, 1);
+
+		/*
+		 * We've activated one of the WHEN clauses, so we don't search
+		 * further. This is required behaviour, not an optimization.
+		 */
+		break;
+	}
+
+	/*
+	 * Successfully executed an action or no qualifying action was found.
+	 */
+	return true;
+}
+
+/*
+ * Execute the first qualifying NOT MATCHED action.
+ */
+static void
+ExecMergeNotMatched(ModifyTableState *mtstate, ResultRelInfo *resultRelInfo,
+					EState *estate, TupleTableSlot *slot)
+{
+	ExprContext *econtext = mtstate->ps.ps_ExprContext;
+	List	   *actionStates = NIL;
+	ListCell   *l;
+
+	/*
+	 * For INSERT actions, root relation's merge action is OK since the
+	 * INSERT's targetlist and the WHEN conditions can only refer to the
+	 * source relation and hence it does not matter which result relation we
+	 * work with.
+	 */
+	actionStates = resultRelInfo->ri_notMatchedMergeAction;
+
+	/*
+	 * Make source tuple available to ExecQual and ExecProject. We don't need
+	 * the target tuple since the WHEN quals and the targetlist can't refer to
+	 * the target columns.
+	 */
+	econtext->ecxt_scantuple = NULL;
+	econtext->ecxt_innertuple = slot;
+	econtext->ecxt_outertuple = NULL;
+
+	foreach(l, actionStates)
+	{
+		RelMergeActionState *action = (RelMergeActionState *) lfirst(l);
+		CmdType		commandType = action->rmas_global->mas_action->commandType;
+
+		/*
+		 * Test condition, if any
+		 *
+		 * In the absence of a condition we perform the action unconditionally
+		 * (no need to check separately since ExecQual() will return true if
+		 * there are no conditions to evaluate).
+		 */
+		if (!ExecQual(action->rmas_whenqual, econtext))
+			continue;
+
+		/* Perform stated action */
+		switch (commandType)
+		{
+			case CMD_INSERT:
+
+				/*
+				 * We set up the projection earlier, so all we do here is
+				 * Project, no need for any other tasks prior to the
+				 * ExecInsert.
+				 */
+				ExecProject(action->rmas_proj);
+
+				(void) ExecInsert(mtstate, resultRelInfo,
+								  action->rmas_mergeslot,
+								  slot,
+								  estate, action->rmas_global,
+								  mtstate->canSetTag);
+				InstrCountFiltered1(&mtstate->ps, 1);
+				break;
+			case CMD_NOTHING:
+				/* Do Nothing */
+				break;
+			default:
+				elog(ERROR, "unknown action in MERGE WHEN NOT MATCHED clause");
+		}
+
+		break;
+	}
+}
+
+void
+ExecInitMerge(ModifyTableState *mtstate, EState *estate)
+{
+	ModifyTable *node = (ModifyTable *) mtstate->ps.plan;
+	TupleDesc	relationDesc = RelationGetDescr(mtstate->resultRelInfo->ri_RelationDesc);
+	ResultRelInfo *resultRelInfo = mtstate->resultRelInfo;
+	ExprContext *econtext;
+	ListCell   *lc;
+
+	if (node->mergeActionList == NIL)
+		return;
+
+	mtstate->mt_merge_subcommands = 0;
+
+	if (mtstate->ps.ps_ExprContext == NULL)
+		ExecAssignExprContext(estate, &mtstate->ps);
+	econtext = mtstate->ps.ps_ExprContext;
+
+	/* initialize state node to empty */
+	mtstate->mt_mergeState = makeNode(MergeState);
+
+	/* initialize slot for MERGE fetches from this rel */
+	resultRelInfo->ri_mergeTuple =
+		ExecInitExtraTupleSlot(mtstate->ps.state, relationDesc,
+							   &TTSOpsBufferHeapTuple);
+
+	/*
+	 * Create a MergeActionState for each action on the mergeActionList and
+	 * add it to either a list of matched actions or not-matched actions.
+	 */
+	foreach(lc, node->mergeActionList)
+	{
+		MergeAction *action = (MergeAction *) lfirst(lc);
+		MergeActionState *action_state;
+		RelMergeActionState *relstate;
+		TupleDesc	tupdesc;
+		List	  **list;
+
+		action_state = makeNode(MergeActionState);
+		action_state->mas_action = action;
+
+		/* create tupdesc for this action's projection */
+		tupdesc = ExecTypeFromTL((List *) action->targetList);
+
+		mtstate->mt_mergeState->actionStates =
+			lappend(mtstate->mt_mergeState->actionStates, action_state);
+
+		/*
+		 * Build action merge state for this rel.  (For partitions, equivalent
+		 * code exists in ExecInitPartitionInfo.)
+		 */
+		relstate = makeNode(RelMergeActionState);
+		relstate->rmas_global = action_state;
+		relstate->rmas_whenqual = ExecInitQual((List *) action->qual,
+											   &mtstate->ps);
+		relstate->rmas_mergeslot =
+			ExecInitExtraTupleSlot(mtstate->ps.state, tupdesc,
+								   &TTSOpsVirtual);
+		relstate->rmas_proj =
+			ExecBuildProjectionInfo(action->targetList, econtext,
+									relstate->rmas_mergeslot, &mtstate->ps,
+									NULL);	/* XXX use tupdesc? */
+
+		/*
+		 * We create two lists - one for WHEN MATCHED actions and one for WHEN
+		 * NOT MATCHED actions - and stick the MergeActionState into the
+		 * appropriate list.
+		 */
+		if (action_state->mas_action->matched)
+			list = &resultRelInfo->ri_matchedMergeAction;
+		else
+			list = &resultRelInfo->ri_notMatchedMergeAction;
+		*list = lappend(*list, relstate);
+
+		switch (action->commandType)
+		{
+			case CMD_INSERT:
+				ExecCheckPlanOutput(resultRelInfo->ri_RelationDesc,
+									action->targetList);
+				mtstate->mt_merge_subcommands |= MERGE_INSERT;
+				break;
+			case CMD_UPDATE:
+				ExecCheckPlanOutput(resultRelInfo->ri_RelationDesc,
+									action->targetList);
+				mtstate->mt_merge_subcommands |= MERGE_UPDATE;
+				break;
+			case CMD_DELETE:
+				mtstate->mt_merge_subcommands |= MERGE_DELETE;
+				break;
+			case CMD_NOTHING:
+				break;
+			default:
+				elog(ERROR, "unknown operation");
+				break;
+		}
+	}
+}
diff --git a/src/backend/executor/execPartition.c b/src/backend/executor/execPartition.c
index 941731a0a9..1fa4d84c42 100644
--- a/src/backend/executor/execPartition.c
+++ b/src/backend/executor/execPartition.c
@@ -241,14 +241,14 @@ ExecSetupPartitionTupleRouting(EState *estate, ModifyTableState *mtstate,
 								  NULL, 0);
 
 	/*
-	 * If performing an UPDATE with tuple routing, we can reuse partition
-	 * sub-plan result rels.  We build a hash table to map the OIDs of
-	 * partitions present in mtstate->resultRelInfo to their ResultRelInfos.
-	 * Every time a tuple is routed to a partition that we've yet to set the
-	 * ResultRelInfo for, before we go to the trouble of making one, we check
-	 * for a pre-made one in the hash table.
+	 * If performing an UPDATE/MERGE with tuple routing, we can reuse
+	 * partition sub-plan result rels.  We build a hash table to map the OIDs
+	 * of partitions present in mtstate->resultRelInfo to their
+	 * ResultRelInfos. Every time a tuple is routed to a partition that we've
+	 * yet to set the ResultRelInfo for, before we go to the trouble of making
+	 * one, we check for a pre-made one in the hash table.
 	 */
-	if (node && node->operation == CMD_UPDATE)
+	if (node && (node->operation == CMD_UPDATE || node->operation == CMD_MERGE))
 		ExecHashSubPlanResultRelsByOid(mtstate, proute);
 
 	return proute;
@@ -914,7 +914,8 @@ ExecInitPartitionInfo(ModifyTableState *mtstate, EState *estate,
 	 * Also, if transition capture is required, store a map to convert tuples
 	 * from partition's rowtype to the root partition table's.
 	 */
-	if (mtstate->mt_transition_capture || mtstate->mt_oc_transition_capture)
+	if (mtstate->mt_transition_capture || mtstate->mt_oc_transition_capture ||
+		mtstate->operation == CMD_MERGE)
 		leaf_part_rri->ri_ChildToRootMap =
 			convert_tuples_by_name(RelationGetDescr(leaf_part_rri->ri_RelationDesc),
 								   RelationGetDescr(leaf_part_rri->ri_PartitionRoot));
@@ -932,6 +933,91 @@ ExecInitPartitionInfo(ModifyTableState *mtstate, EState *estate,
 		lappend(estate->es_tuple_routing_result_relations,
 				leaf_part_rri);
 
+	/*
+	 * Initialize information about this partition that's needed to handle
+	 * MERGE.
+	 */
+	if (node && node->operation == CMD_MERGE)
+	{
+		TupleConversionMap *map = leaf_part_rri->ri_RootToPartitionMap;
+		int			firstVarno = mtstate->resultRelInfo[0].ri_RangeTableIndex;
+		ResultRelInfo *firstResultRelInfo = &mtstate->resultRelInfo[0];
+
+		/*
+		 * If the root parent and partition have the same tuple descriptor,
+		 * just reuse the original MERGE state for partition.
+		 */
+		if (map == NULL)
+		{
+			leaf_part_rri->ri_mergeTuple = firstResultRelInfo->ri_mergeTuple;
+			leaf_part_rri->ri_matchedMergeAction = firstResultRelInfo->ri_matchedMergeAction;
+			leaf_part_rri->ri_notMatchedMergeAction = firstResultRelInfo->ri_notMatchedMergeAction;
+		}
+		else
+		{
+			/* Convert expressions contain partition's attnos. */
+			ListCell   *lc;
+			List	  **list;
+
+			leaf_part_rri->ri_mergeTuple =
+				ExecInitExtraTupleSlot(mtstate->ps.state,
+									   RelationGetDescr(partrel),
+									   &TTSOpsBufferHeapTuple);
+
+			foreach(lc, mtstate->mt_mergeState->actionStates)
+			{
+				MergeActionState *mastate = lfirst_node(MergeActionState, lc);
+				MergeAction *action = mastate->mas_action;
+				RelMergeActionState *relstate;
+				List	   *conv_tl;
+				List	   *conv_qual;
+				TupleDesc	tupdesc;
+
+				conv_tl = map_partition_varattnos((List *) action->targetList,
+												  firstVarno,
+												  partrel, firstResultRel);
+				conv_tl = adjust_partition_tlist(conv_tl, map);
+				tupdesc = ExecTypeFromTL(conv_tl);
+				/* XXX gotta pfree conv_tl and tupdesc? */
+
+				/* Generate the action's state for this relation */
+				relstate = makeNode(RelMergeActionState);
+				relstate->rmas_global = mastate;
+
+				relstate->rmas_mergeslot =
+					ExecInitExtraTupleSlot(mtstate->ps.state, tupdesc, &TTSOpsVirtual);
+
+				relstate->rmas_proj =
+					ExecBuildProjectionInfo(conv_tl, mtstate->ps.ps_ExprContext,
+											relstate->rmas_mergeslot,
+											&mtstate->ps,
+											NULL);
+
+				conv_qual = map_partition_varattnos((List *) action->qual,
+													firstVarno,
+													partrel, firstResultRel);
+				relstate->rmas_whenqual = ExecInitQual(conv_qual,
+													   &mtstate->ps);
+
+
+				/* And put the action in the appropriate list */
+				if (action->matched)
+					list = &leaf_part_rri->ri_matchedMergeAction;
+				else
+					list = &leaf_part_rri->ri_notMatchedMergeAction;
+				*list = lappend(*list, relstate);
+			}
+		}
+
+		/*
+		 * get_partition_dispatch_recurse() and expand_partitioned_rtentry()
+		 * fetch the leaf OIDs in the same order. So we can safely derive the
+		 * index of the merge target relation corresponding to this partition
+		 * by simply adding partidx + 1 to the root's merge target relation.
+		 */
+		leaf_part_rri->ri_mergeTargetRTI = node->mergeTargetRelation +
+			partidx + 1;
+	}
 	MemoryContextSwitchTo(oldcxt);
 
 	return leaf_part_rri;
diff --git a/src/backend/executor/execReplication.c b/src/backend/executor/execReplication.c
index 12f6e5c677..9c751bd20f 100644
--- a/src/backend/executor/execReplication.c
+++ b/src/backend/executor/execReplication.c
@@ -486,7 +486,7 @@ ExecSimpleRelationUpdate(ResultRelInfo *resultRelInfo,
 		resultRelInfo->ri_TrigDesc->trig_update_before_row)
 	{
 		if (!ExecBRUpdateTriggers(estate, epqstate, resultRelInfo,
-								  tid, NULL, slot))
+								  tid, NULL, slot, NULL))
 			skip_tuple = true;	/* "do nothing" */
 	}
 
@@ -546,7 +546,7 @@ ExecSimpleRelationDelete(ResultRelInfo *resultRelInfo,
 		resultRelInfo->ri_TrigDesc->trig_delete_before_row)
 	{
 		skip_tuple = !ExecBRDeleteTriggers(estate, epqstate, resultRelInfo,
-										   tid, NULL, NULL);
+										   tid, NULL, NULL, NULL);
 
 	}
 
diff --git a/src/backend/executor/nodeModifyTable.c b/src/backend/executor/nodeModifyTable.c
index d7b8f65591..c0a97eba91 100644
--- a/src/backend/executor/nodeModifyTable.c
+++ b/src/backend/executor/nodeModifyTable.c
@@ -45,6 +45,7 @@
 #include "commands/trigger.h"
 #include "executor/execPartition.h"
 #include "executor/executor.h"
+#include "executor/execMerge.h"
 #include "executor/nodeModifyTable.h"
 #include "foreign/fdwapi.h"
 #include "miscadmin.h"
@@ -66,12 +67,6 @@ static bool ExecOnConflictUpdate(ModifyTableState *mtstate,
 								 EState *estate,
 								 bool canSetTag,
 								 TupleTableSlot **returning);
-static TupleTableSlot *ExecPrepareTupleRouting(ModifyTableState *mtstate,
-											   EState *estate,
-											   PartitionTupleRouting *proute,
-											   ResultRelInfo *targetRelInfo,
-											   TupleTableSlot *slot,
-											   ResultRelInfo **partRelInfo);
 
 /*
  * Verify that the tuples to be produced by INSERT or UPDATE match the
@@ -85,7 +80,7 @@ static TupleTableSlot *ExecPrepareTupleRouting(ModifyTableState *mtstate,
  * The plan output is represented by its targetlist, because that makes
  * handling the dropped-column case easier.
  */
-static void
+void
 ExecCheckPlanOutput(Relation resultRel, List *targetList)
 {
 	TupleDesc	resultDesc = RelationGetDescr(resultRel);
@@ -374,12 +369,13 @@ ExecComputeStoredGenerated(ResultRelInfo *resultRelInfo,
  *		save the previous value to avoid losing track of it.
  * ----------------------------------------------------------------
  */
-static TupleTableSlot *
+TupleTableSlot *
 ExecInsert(ModifyTableState *mtstate,
 		   ResultRelInfo *resultRelInfo,
 		   TupleTableSlot *slot,
 		   TupleTableSlot *planSlot,
 		   EState *estate,
+		   MergeActionState *actionState,
 		   bool canSetTag)
 {
 	Relation	resultRelationDesc;
@@ -485,9 +481,17 @@ ExecInsert(ModifyTableState *mtstate,
 		 * partition, we should instead check UPDATE policies, because we are
 		 * executing policies defined on the target table, and not those
 		 * defined on the child partitions.
+		 *
+		 * If we're running MERGE, we refer to the action that we're executing
+		 * to know if we're doing an INSERT or UPDATE to a partition table.
 		 */
-		wco_kind = (mtstate->operation == CMD_UPDATE) ?
-			WCO_RLS_UPDATE_CHECK : WCO_RLS_INSERT_CHECK;
+		if (mtstate->operation == CMD_UPDATE)
+			wco_kind = WCO_RLS_UPDATE_CHECK;
+		else if (mtstate->operation == CMD_MERGE)
+			wco_kind = (actionState->mas_action->commandType == CMD_UPDATE) ?
+				WCO_RLS_UPDATE_CHECK : WCO_RLS_INSERT_CHECK;
+		else
+			wco_kind = WCO_RLS_INSERT_CHECK;
 
 		/*
 		 * ExecWithCheckOptions() will skip any WCOs which are not of the kind
@@ -717,10 +721,19 @@ ExecInsert(ModifyTableState *mtstate,
  *		part of an UPDATE of partition-key, then the slot returned by
  *		EvalPlanQual() is passed back using output parameter epqslot.
  *
+ *		MERGE passes actionState of the action it's currently executing;
+ *		regular DELETE passes NULL. This is used by ExecDelete to know if it's
+ *		being called from MERGE or regular DELETE operation.
+ *
+ *		If the DELETE fails because the tuple is concurrently updated/deleted
+ *		by this or some other transaction, tmfdp is filled with the reason as
+ *		well as other important information. Currently only MERGE needs this
+ *		information.
+ *
  *		Returns RETURNING result if any, otherwise NULL.
  * ----------------------------------------------------------------
  */
-static TupleTableSlot *
+TupleTableSlot *
 ExecDelete(ModifyTableState *mtstate,
 		   ResultRelInfo *resultRelInfo,
 		   ItemPointer tupleid,
@@ -731,6 +744,8 @@ ExecDelete(ModifyTableState *mtstate,
 		   bool processReturning,
 		   bool canSetTag,
 		   bool changingPart,
+		   TM_FailureData *tmfdp,
+		   MergeActionState *actionState,
 		   bool *tupleDeleted,
 		   TupleTableSlot **epqreturnslot)
 {
@@ -743,6 +758,14 @@ ExecDelete(ModifyTableState *mtstate,
 	if (tupleDeleted)
 		*tupleDeleted = false;
 
+	/*
+	 * Initialize tmfdp. Since the caller is only interested in the failure
+	 * status, initialize with the state that is used to indicate successful
+	 * operation.
+	 */
+	if (tmfdp)
+		tmfdp->result = TM_Ok;
+
 	/* BEFORE ROW DELETE Triggers */
 	if (resultRelInfo->ri_TrigDesc &&
 		resultRelInfo->ri_TrigDesc->trig_delete_before_row)
@@ -750,7 +773,7 @@ ExecDelete(ModifyTableState *mtstate,
 		bool		dodelete;
 
 		dodelete = ExecBRDeleteTriggers(estate, epqstate, resultRelInfo,
-										tupleid, oldtuple, epqreturnslot);
+										tupleid, oldtuple, epqreturnslot, tmfdp);
 
 		if (!dodelete)			/* "do nothing" */
 			return NULL;
@@ -814,6 +837,14 @@ ldelete:;
 									&tmfd,
 									changingPart);
 
+		/*
+		 * Copy the necessary information, if the caller has asked for it. We
+		 * must do this irrespective of whether the tuple was updated or
+		 * deleted.
+		 */
+		if (tmfdp)
+			*tmfdp = tmfd;
+
 		switch (result)
 		{
 			case TM_SelfModified:
@@ -848,7 +879,11 @@ ldelete:;
 							 errmsg("tuple to be deleted was already modified by an operation triggered by the current command"),
 							 errhint("Consider using an AFTER trigger instead of a BEFORE trigger to propagate changes to other rows.")));
 
-				/* Else, already deleted by self; nothing to do */
+				/*
+				 * Else, already deleted by self; nothing to do but inform
+				 * MERGE about it anyways so that it can take necessary
+				 * action.
+				 */
 				return NULL;
 
 			case TM_Ok:
@@ -864,6 +899,14 @@ ldelete:;
 								(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
 								 errmsg("could not serialize access due to concurrent update")));
 
+					/*
+					 * If we're executing MERGE, then the onus of running
+					 * EvalPlanQual() and handling its outcome lies with the
+					 * caller.
+					 */
+					if (actionState != NULL)
+						return NULL;
+
 					/*
 					 * Already know that we're going to need to do EPQ, so
 					 * fetch tuple directly into the right slot.
@@ -953,7 +996,12 @@ ldelete:;
 					ereport(ERROR,
 							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
 							 errmsg("could not serialize access due to concurrent delete")));
-				/* tuple already deleted; nothing to do */
+
+				/*
+				 * tuple already deleted; nothing to do. But MERGE might want
+				 * to handle it differently. We've already filled-in tmfdp
+				 * with sufficient information for MERGE to look at.
+				 */
 				return NULL;
 
 			default:
@@ -1075,6 +1123,8 @@ ExecCrossPartitionUpdate(ModifyTableState *mtstate,
 						 ItemPointer tupleid, HeapTuple oldtuple,
 						 TupleTableSlot *slot, TupleTableSlot *planSlot,
 						 EPQState *epqstate, bool canSetTag,
+						 TM_FailureData *tmfdp,
+						 MergeActionState *actionState,
 						 TupleTableSlot **retry_slot,
 						 TupleTableSlot **inserted_tuple)
 {
@@ -1115,6 +1165,7 @@ ExecCrossPartitionUpdate(ModifyTableState *mtstate,
 			   false,			/* processReturning */
 			   false,			/* canSetTag */
 			   true,			/* changingPart */
+			   tmfdp, actionState,
 			   &tuple_deleted, &epqslot);
 
 	/*
@@ -1166,7 +1217,7 @@ ExecCrossPartitionUpdate(ModifyTableState *mtstate,
 
 	/* Tuple routing starts from the root table. */
 	*inserted_tuple = ExecInsert(mtstate, mtstate->rootResultRelInfo, slot,
-								 planSlot, estate, canSetTag);
+								 planSlot, estate, actionState, canSetTag);
 
 	/*
 	 * Reset the transition state that may possibly have been written by
@@ -1198,10 +1249,21 @@ ExecCrossPartitionUpdate(ModifyTableState *mtstate,
  *		foreign table triggers; it is NULL when the foreign table has
  *		no relevant triggers.
  *
+ *		MERGE passes actionState of the action it's currently executing;
+ *		regular UPDATE passes NULL. This is used by ExecUpdate to know if it's
+ *		being called from MERGE or regular UPDATE operation. ExecUpdate may
+ *		pass this information to ExecInsert if it ends up running DELETE+INSERT
+ *		for partition key updates.
+ *
+ *		If the UPDATE fails because the tuple is concurrently updated/deleted
+ *		by this or some other transaction, tmfdp is filled with the reason as
+ *		well as other important information. Currently only MERGE needs this
+ *		information.
+ *
  *		Returns RETURNING result if any, otherwise NULL.
  * ----------------------------------------------------------------
  */
-static TupleTableSlot *
+TupleTableSlot *
 ExecUpdate(ModifyTableState *mtstate,
 		   ResultRelInfo *resultRelInfo,
 		   ItemPointer tupleid,
@@ -1210,6 +1272,9 @@ ExecUpdate(ModifyTableState *mtstate,
 		   TupleTableSlot *planSlot,
 		   EPQState *epqstate,
 		   EState *estate,
+		   bool *tuple_updated,
+		   TM_FailureData *tmfdp,
+		   MergeActionState *actionState,
 		   bool canSetTag)
 {
 	Relation	resultRelationDesc = resultRelInfo->ri_RelationDesc;
@@ -1223,6 +1288,17 @@ ExecUpdate(ModifyTableState *mtstate,
 	if (IsBootstrapProcessingMode())
 		elog(ERROR, "cannot UPDATE during bootstrap");
 
+	if (tuple_updated)
+		*tuple_updated = false;
+
+	/*
+	 * Initialize tmfdp. Since the caller is only interested in the failure
+	 * status, initialize with the state that is used to indicate successful
+	 * operation.
+	 */
+	if (tmfdp)
+		tmfdp->result = TM_Ok;
+
 	ExecMaterializeSlot(slot);
 
 	/* BEFORE ROW UPDATE Triggers */
@@ -1230,7 +1306,7 @@ ExecUpdate(ModifyTableState *mtstate,
 		resultRelInfo->ri_TrigDesc->trig_update_before_row)
 	{
 		if (!ExecBRUpdateTriggers(estate, epqstate, resultRelInfo,
-								  tupleid, oldtuple, slot))
+								  tupleid, oldtuple, slot, tmfdp))
 			return NULL;		/* "do nothing" */
 	}
 
@@ -1272,7 +1348,6 @@ ExecUpdate(ModifyTableState *mtstate,
 	}
 	else
 	{
-		LockTupleMode lockmode;
 		bool		partition_constraint_failed;
 		bool		update_indexes;
 
@@ -1346,6 +1421,7 @@ lreplace:;
 			retry = !ExecCrossPartitionUpdate(mtstate, resultRelInfo, tupleid,
 											  oldtuple, slot, planSlot,
 											  epqstate, canSetTag,
+											  tmfdp, actionState,
 											  &retry_slot, &inserted_tuple);
 			if (retry)
 			{
@@ -1379,7 +1455,16 @@ lreplace:;
 									estate->es_snapshot,
 									estate->es_crosscheck_snapshot,
 									true /* wait for commit */ ,
-									&tmfd, &lockmode, &update_indexes);
+									&tmfd, &tmfd.lockmode,	/* XXX redundant arg */
+									&update_indexes);
+
+		/*
+		 * Copy the necessary information, if the caller has asked for it. We
+		 * must do this irrespective of whether the tuple was updated or
+		 * deleted.
+		 */
+		if (tmfdp)
+			*tmfdp = tmfd;
 
 		switch (result)
 		{
@@ -1430,6 +1515,14 @@ lreplace:;
 								(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
 								 errmsg("could not serialize access due to concurrent update")));
 
+					/*
+					 * If we're executing MERGE, then the onus of running
+					 * EvalPlanQual() and handling its outcome lies with the
+					 * caller.
+					 */
+					if (actionState != NULL)
+						return NULL;
+
 					/*
 					 * Already know that we're going to need to do EPQ, so
 					 * fetch tuple directly into the right slot.
@@ -1440,7 +1533,7 @@ lreplace:;
 					result = table_tuple_lock(resultRelationDesc, tupleid,
 											  estate->es_snapshot,
 											  inputslot, estate->es_output_cid,
-											  lockmode, LockWaitBlock,
+											  tmfd.lockmode, LockWaitBlock,
 											  TUPLE_LOCK_FLAG_FIND_LAST_VERSION,
 											  &tmfd);
 
@@ -1457,6 +1550,7 @@ lreplace:;
 								/* Tuple not passing quals anymore, exiting... */
 								return NULL;
 
+							/* Normal UPDATE path */
 							slot = ExecFilterJunk(resultRelInfo->ri_junkFilter, epqslot);
 							goto lreplace;
 
@@ -1499,7 +1593,12 @@ lreplace:;
 					ereport(ERROR,
 							(errcode(ERRCODE_T_R_SERIALIZATION_FAILURE),
 							 errmsg("could not serialize access due to concurrent delete")));
-				/* tuple already deleted; nothing to do */
+
+				/*
+				 * tuple already deleted; nothing to do. But MERGE might want
+				 * to handle it differently. We've already filled-in tmfdp
+				 * with sufficient information for MERGE to look at.
+				 */
 				return NULL;
 
 			default:
@@ -1515,6 +1614,9 @@ lreplace:;
 												   NULL, NIL);
 	}
 
+	if (tuple_updated)
+		*tuple_updated = true;
+
 	if (canSetTag)
 		(estate->es_processed)++;
 
@@ -1612,9 +1714,9 @@ ExecOnConflictUpdate(ModifyTableState *mtstate,
 			 * to break.
 			 *
 			 * It is the user's responsibility to prevent this situation from
-			 * occurring.  These problems are why SQL-2003 similarly specifies
-			 * that for SQL MERGE, an exception must be raised in the event of
-			 * an attempt to update the same row twice.
+			 * occurring.  These problems are why SQL Standard similarly
+			 * specifies that for SQL MERGE, an exception must be raised in
+			 * the event of an attempt to update the same row twice.
 			 */
 			xminDatum = slot_getsysattr(existing,
 										MinTransactionIdAttributeNumber,
@@ -1755,7 +1857,7 @@ ExecOnConflictUpdate(ModifyTableState *mtstate,
 							resultRelInfo->ri_onConflict->oc_ProjSlot,
 							planSlot,
 							&mtstate->mt_epqstate, mtstate->ps.state,
-							canSetTag);
+							NULL, NULL, NULL, canSetTag);
 
 	/*
 	 * Clear out existing tuple, as there might not be another conflict among
@@ -1790,6 +1892,14 @@ fireBSTriggers(ModifyTableState *node)
 		case CMD_DELETE:
 			ExecBSDeleteTriggers(node->ps.state, resultRelInfo);
 			break;
+		case CMD_MERGE:
+			if (node->mt_merge_subcommands & MERGE_INSERT)
+				ExecBSInsertTriggers(node->ps.state, resultRelInfo);
+			if (node->mt_merge_subcommands & MERGE_UPDATE)
+				ExecBSUpdateTriggers(node->ps.state, resultRelInfo);
+			if (node->mt_merge_subcommands & MERGE_DELETE)
+				ExecBSDeleteTriggers(node->ps.state, resultRelInfo);
+			break;
 		default:
 			elog(ERROR, "unknown operation");
 			break;
@@ -1823,6 +1933,17 @@ fireASTriggers(ModifyTableState *node)
 			ExecASDeleteTriggers(node->ps.state, resultRelInfo,
 								 node->mt_transition_capture);
 			break;
+		case CMD_MERGE:
+			if (node->mt_merge_subcommands & MERGE_DELETE)
+				ExecASDeleteTriggers(node->ps.state, resultRelInfo,
+									 node->mt_transition_capture);
+			if (node->mt_merge_subcommands & MERGE_UPDATE)
+				ExecASUpdateTriggers(node->ps.state, resultRelInfo,
+									 node->mt_transition_capture);
+			if (node->mt_merge_subcommands & MERGE_INSERT)
+				ExecASInsertTriggers(node->ps.state, resultRelInfo,
+									 node->mt_transition_capture);
+			break;
 		default:
 			elog(ERROR, "unknown operation");
 			break;
@@ -1862,7 +1983,7 @@ ExecSetupTransitionCaptureState(ModifyTableState *mtstate, EState *estate)
  * This also sets the transition table information in mtstate based on the
  * selected partition.
  */
-static TupleTableSlot *
+TupleTableSlot *
 ExecPrepareTupleRouting(ModifyTableState *mtstate,
 						EState *estate,
 						PartitionTupleRouting *proute,
@@ -2003,6 +2124,7 @@ ExecModifyTable(PlanState *pstate)
 		{
 			/* advance to next subplan if any */
 			node->mt_whichplan++;
+
 			if (node->mt_whichplan < node->mt_nplans)
 			{
 				resultRelInfo++;
@@ -2047,6 +2169,12 @@ ExecModifyTable(PlanState *pstate)
 		EvalPlanQualSetSlot(&node->mt_epqstate, planSlot);
 		slot = planSlot;
 
+		if (operation == CMD_MERGE)
+		{
+			ExecMerge(node, resultRelInfo, estate, slot, junkfilter);
+			continue;
+		}
+
 		tupleid = NULL;
 		oldtuple = NULL;
 		if (junkfilter != NULL)
@@ -2124,12 +2252,12 @@ ExecModifyTable(PlanState *pstate)
 		{
 			case CMD_INSERT:
 				slot = ExecInsert(node, resultRelInfo, slot, planSlot,
-								  estate, node->canSetTag);
+								  estate, NULL, node->canSetTag);
 				break;
 			case CMD_UPDATE:
 				slot = ExecUpdate(node, resultRelInfo, tupleid, oldtuple, slot,
 								  planSlot, &node->mt_epqstate, estate,
-								  node->canSetTag);
+								  NULL, NULL, NULL, node->canSetTag);
 				break;
 			case CMD_DELETE:
 				slot = ExecDelete(node, resultRelInfo, tupleid, oldtuple,
@@ -2137,7 +2265,7 @@ ExecModifyTable(PlanState *pstate)
 								  true, /* processReturning */
 								  node->canSetTag,
 								  false,	/* changingPart */
-								  NULL, NULL);
+								  NULL, NULL, NULL, NULL);
 				break;
 			default:
 				elog(ERROR, "unknown operation");
@@ -2248,6 +2376,16 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 	 * indexes for insertion of new index entries.
 	 */
 	resultRelInfo = mtstate->resultRelInfo;
+
+	/*
+	 * mergeTargetRelation must be set if we're running MERGE and mustn't be
+	 * set if we're not.
+	 */
+	Assert(operation != CMD_MERGE || node->mergeTargetRelation > 0);
+	Assert(operation == CMD_MERGE || node->mergeTargetRelation == 0);
+
+	resultRelInfo->ri_mergeTargetRTI = node->mergeTargetRelation;
+
 	i = 0;
 	forboth(l, node->resultRelations, l1, node->plans)
 	{
@@ -2296,6 +2434,10 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 			operation == CMD_UPDATE)
 			update_tuple_routing_needed = true;
 
+		/* MERGE might need UPDATE tuple routing too */
+		if (operation == CMD_MERGE)
+			update_tuple_routing_needed = true;
+
 		/* Now init the plan for this result rel */
 		mtstate->mt_plans[i] = ExecInitNode(subplan, estate, eflags);
 		mtstate->mt_scans[i] =
@@ -2349,7 +2491,7 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 
 	/*
 	 * Build state for tuple routing if it's an INSERT or if it's an UPDATE of
-	 * partition key.
+	 * partition key, or if it's a MERGE.
 	 */
 	if (rel->rd_rel->relkind == RELKIND_PARTITIONED_TABLE &&
 		(operation == CMD_INSERT || update_tuple_routing_needed))
@@ -2529,6 +2671,10 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 		}
 	}
 
+	/* For a MERGE command, initialize its state */
+	if (mtstate->operation == CMD_MERGE)
+		ExecInitMerge(mtstate, estate);
+
 	/* select first subplan */
 	mtstate->mt_whichplan = 0;
 	subplan = (Plan *) linitial(node->plans);
@@ -2542,7 +2688,8 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 	 * --- no need to look first.  Typically, this will be a 'ctid' or
 	 * 'wholerow' attribute, but in the case of a foreign data wrapper it
 	 * might be a set of junk attributes sufficient to identify the remote
-	 * row.
+	 * row. We follow this logic for MERGE, so it always has a junk
+	 * attributes.
 	 *
 	 * If there are multiple result relations, each one needs its own junk
 	 * filter.  Note multiple rels are only possible for UPDATE/DELETE, so we
@@ -2570,6 +2717,7 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 				break;
 			case CMD_UPDATE:
 			case CMD_DELETE:
+			case CMD_MERGE:
 				junk_filter_needed = true;
 				break;
 			default:
@@ -2608,7 +2756,9 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 					j = ExecInitJunkFilter(subplan->targetlist,
 										   junkresslot);
 
-				if (operation == CMD_UPDATE || operation == CMD_DELETE)
+				if (operation == CMD_UPDATE ||
+					operation == CMD_DELETE ||
+					operation == CMD_MERGE)
 				{
 					/* For UPDATE/DELETE, find the appropriate junk attr now */
 					char		relkind;
@@ -2621,6 +2771,15 @@ ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags)
 						j->jf_junkAttNo = ExecFindJunkAttribute(j, "ctid");
 						if (!AttributeNumberIsValid(j->jf_junkAttNo))
 							elog(ERROR, "could not find junk ctid column");
+
+						if (operation == CMD_MERGE &&
+							relkind == RELKIND_PARTITIONED_TABLE)
+						{
+							j->jf_otherJunkAttNo = ExecFindJunkAttribute(j, "wholerow");
+							if (!AttributeNumberIsValid(j->jf_otherJunkAttNo))
+								elog(ERROR, "could not find junk wholerow column");
+
+						}
 					}
 					else if (relkind == RELKIND_FOREIGN_TABLE)
 					{
diff --git a/src/backend/executor/spi.c b/src/backend/executor/spi.c
index e28d242922..f7666893ce 100644
--- a/src/backend/executor/spi.c
+++ b/src/backend/executor/spi.c
@@ -2695,6 +2695,9 @@ _SPI_pquery(QueryDesc *queryDesc, bool fire_triggers, uint64 tcount)
 			else
 				res = SPI_OK_UPDATE;
 			break;
+		case CMD_MERGE:
+			res = SPI_OK_MERGE;
+			break;
 		default:
 			return SPI_ERROR_OPUNKNOWN;
 	}
diff --git a/src/backend/nodes/copyfuncs.c b/src/backend/nodes/copyfuncs.c
index ba3ccc712c..aed6678da9 100644
--- a/src/backend/nodes/copyfuncs.c
+++ b/src/backend/nodes/copyfuncs.c
@@ -206,6 +206,7 @@ _copyModifyTable(const ModifyTable *from)
 	COPY_SCALAR_FIELD(rootRelation);
 	COPY_SCALAR_FIELD(partColsUpdated);
 	COPY_NODE_FIELD(resultRelations);
+	COPY_SCALAR_FIELD(mergeTargetRelation);
 	COPY_NODE_FIELD(plans);
 	COPY_NODE_FIELD(withCheckOptionLists);
 	COPY_NODE_FIELD(returningLists);
@@ -219,6 +220,8 @@ _copyModifyTable(const ModifyTable *from)
 	COPY_NODE_FIELD(onConflictWhere);
 	COPY_SCALAR_FIELD(exclRelRTI);
 	COPY_NODE_FIELD(exclRelTlist);
+	COPY_NODE_FIELD(mergeSourceTargetList);
+	COPY_NODE_FIELD(mergeActionList);
 
 	return newnode;
 }
@@ -2249,6 +2252,21 @@ _copyOnConflictExpr(const OnConflictExpr *from)
 	return newnode;
 }
 
+static MergeAction *
+_copyMergeAction(const MergeAction *from)
+{
+	MergeAction *newnode = makeNode(MergeAction);
+
+	COPY_SCALAR_FIELD(matched);
+	COPY_SCALAR_FIELD(commandType);
+	COPY_SCALAR_FIELD(override);
+	COPY_NODE_FIELD(qual);
+	COPY_NODE_FIELD(targetList);
+
+	return newnode;
+}
+
+
 /* ****************************************************************
  *						pathnodes.h copy functions
  *
@@ -3091,6 +3109,9 @@ _copyQuery(const Query *from)
 	COPY_NODE_FIELD(setOperations);
 	COPY_NODE_FIELD(constraintDeps);
 	COPY_NODE_FIELD(withCheckOptions);
+	COPY_SCALAR_FIELD(mergeTarget_relation);
+	COPY_NODE_FIELD(mergeSourceTargetList);
+	COPY_NODE_FIELD(mergeActionList);
 	COPY_LOCATION_FIELD(stmt_location);
 	COPY_SCALAR_FIELD(stmt_len);
 
@@ -3154,6 +3175,35 @@ _copyUpdateStmt(const UpdateStmt *from)
 	return newnode;
 }
 
+static MergeStmt *
+_copyMergeStmt(const MergeStmt *from)
+{
+	MergeStmt  *newnode = makeNode(MergeStmt);
+
+	COPY_NODE_FIELD(relation);
+	COPY_NODE_FIELD(source_relation);
+	COPY_NODE_FIELD(join_condition);
+	COPY_NODE_FIELD(mergeWhenClauses);
+	COPY_NODE_FIELD(withClause);
+
+	return newnode;
+}
+
+static MergeWhenClause *
+_copyMergeWhenClause(const MergeWhenClause *from)
+{
+	MergeWhenClause *newnode = makeNode(MergeWhenClause);
+
+	COPY_SCALAR_FIELD(matched);
+	COPY_SCALAR_FIELD(commandType);
+	COPY_NODE_FIELD(condition);
+	COPY_NODE_FIELD(targetList);
+	COPY_NODE_FIELD(cols);
+	COPY_NODE_FIELD(values);
+	COPY_SCALAR_FIELD(override);
+	return newnode;
+}
+
 static SelectStmt *
 _copySelectStmt(const SelectStmt *from)
 {
@@ -5153,6 +5203,9 @@ copyObjectImpl(const void *from)
 		case T_OnConflictExpr:
 			retval = _copyOnConflictExpr(from);
 			break;
+		case T_MergeAction:
+			retval = _copyMergeAction(from);
+			break;
 
 			/*
 			 * RELATION NODES
@@ -5228,6 +5281,12 @@ copyObjectImpl(const void *from)
 		case T_UpdateStmt:
 			retval = _copyUpdateStmt(from);
 			break;
+		case T_MergeStmt:
+			retval = _copyMergeStmt(from);
+			break;
+		case T_MergeWhenClause:
+			retval = _copyMergeWhenClause(from);
+			break;
 		case T_SelectStmt:
 			retval = _copySelectStmt(from);
 			break;
diff --git a/src/backend/nodes/equalfuncs.c b/src/backend/nodes/equalfuncs.c
index a2ef853dc2..a2ab68c71a 100644
--- a/src/backend/nodes/equalfuncs.c
+++ b/src/backend/nodes/equalfuncs.c
@@ -821,6 +821,19 @@ _equalOnConflictExpr(const OnConflictExpr *a, const OnConflictExpr *b)
 	return true;
 }
 
+
+static bool
+_equalMergeAction(const MergeAction *a, const MergeAction *b)
+{
+	COMPARE_SCALAR_FIELD(matched);
+	COMPARE_SCALAR_FIELD(commandType);
+	COMPARE_SCALAR_FIELD(override);
+	COMPARE_NODE_FIELD(qual);
+	COMPARE_NODE_FIELD(targetList);
+
+	return true;
+}
+
 /*
  * Stuff from pathnodes.h
  */
@@ -989,6 +1002,8 @@ _equalQuery(const Query *a, const Query *b)
 	COMPARE_NODE_FIELD(setOperations);
 	COMPARE_NODE_FIELD(constraintDeps);
 	COMPARE_NODE_FIELD(withCheckOptions);
+	COMPARE_NODE_FIELD(mergeSourceTargetList);
+	COMPARE_NODE_FIELD(mergeActionList);
 	COMPARE_LOCATION_FIELD(stmt_location);
 	COMPARE_SCALAR_FIELD(stmt_len);
 
@@ -1044,6 +1059,32 @@ _equalUpdateStmt(const UpdateStmt *a, const UpdateStmt *b)
 	return true;
 }
 
+static bool
+_equalMergeStmt(const MergeStmt *a, const MergeStmt *b)
+{
+	COMPARE_NODE_FIELD(relation);
+	COMPARE_NODE_FIELD(source_relation);
+	COMPARE_NODE_FIELD(join_condition);
+	COMPARE_NODE_FIELD(mergeWhenClauses);
+	COMPARE_NODE_FIELD(withClause);
+
+	return true;
+}
+
+static bool
+_equalMergeWhenClause(const MergeWhenClause *a, const MergeWhenClause *b)
+{
+	COMPARE_SCALAR_FIELD(matched);
+	COMPARE_SCALAR_FIELD(commandType);
+	COMPARE_NODE_FIELD(condition);
+	COMPARE_NODE_FIELD(targetList);
+	COMPARE_NODE_FIELD(cols);
+	COMPARE_NODE_FIELD(values);
+	COMPARE_SCALAR_FIELD(override);
+
+	return true;
+}
+
 static bool
 _equalSelectStmt(const SelectStmt *a, const SelectStmt *b)
 {
@@ -3216,6 +3257,9 @@ equal(const void *a, const void *b)
 		case T_OnConflictExpr:
 			retval = _equalOnConflictExpr(a, b);
 			break;
+		case T_MergeAction:
+			retval = _equalMergeAction(a, b);
+			break;
 		case T_JoinExpr:
 			retval = _equalJoinExpr(a, b);
 			break;
@@ -3281,6 +3325,12 @@ equal(const void *a, const void *b)
 		case T_UpdateStmt:
 			retval = _equalUpdateStmt(a, b);
 			break;
+		case T_MergeStmt:
+			retval = _equalMergeStmt(a, b);
+			break;
+		case T_MergeWhenClause:
+			retval = _equalMergeWhenClause(a, b);
+			break;
 		case T_SelectStmt:
 			retval = _equalSelectStmt(a, b);
 			break;
diff --git a/src/backend/nodes/nodeFuncs.c b/src/backend/nodes/nodeFuncs.c
index 6be19916fc..c7c559f7e9 100644
--- a/src/backend/nodes/nodeFuncs.c
+++ b/src/backend/nodes/nodeFuncs.c
@@ -2192,6 +2192,16 @@ expression_tree_walker(Node *node,
 					return true;
 			}
 			break;
+		case T_MergeAction:
+			{
+				MergeAction *action = (MergeAction *) node;
+
+				if (walker(action->targetList, context))
+					return true;
+				if (walker(action->qual, context))
+					return true;
+			}
+			break;
 		case T_PartitionPruneStepOp:
 			{
 				PartitionPruneStepOp *opstep = (PartitionPruneStepOp *) node;
@@ -2330,6 +2340,10 @@ query_tree_walker(Query *query,
 		return true;
 	if (walker((Node *) query->onConflict, context))
 		return true;
+	if (walker((Node *) query->mergeSourceTargetList, context))
+		return true;
+	if (walker((Node *) query->mergeActionList, context))
+		return true;
 	if (walker((Node *) query->returningList, context))
 		return true;
 	if (walker((Node *) query->jointree, context))
@@ -3080,6 +3094,18 @@ expression_tree_mutator(Node *node,
 				return (Node *) newnode;
 			}
 			break;
+		case T_MergeAction:
+			{
+				MergeAction *action = (MergeAction *) node;
+				MergeAction *newnode;
+
+				FLATCOPY(newnode, action, MergeAction);
+				MUTATE(newnode->qual, action->qual, Node *);
+				MUTATE(newnode->targetList, action->targetList, List *);
+
+				return (Node *) newnode;
+			}
+			break;
 		case T_PartitionPruneStepOp:
 			{
 				PartitionPruneStepOp *opstep = (PartitionPruneStepOp *) node;
@@ -3257,6 +3283,8 @@ query_tree_mutator(Query *query,
 	MUTATE(query->targetList, query->targetList, List *);
 	MUTATE(query->withCheckOptions, query->withCheckOptions, List *);
 	MUTATE(query->onConflict, query->onConflict, OnConflictExpr *);
+	MUTATE(query->mergeSourceTargetList, query->mergeSourceTargetList, List *);
+	MUTATE(query->mergeActionList, query->mergeActionList, List *);
 	MUTATE(query->returningList, query->returningList, List *);
 	MUTATE(query->jointree, query->jointree, FromExpr *);
 	MUTATE(query->setOperations, query->setOperations, Node *);
@@ -3449,9 +3477,9 @@ query_or_expression_tree_mutator(Node *node,
  * boundaries: we descend to everything that's possibly interesting.
  *
  * Currently, the node type coverage here extends only to DML statements
- * (SELECT/INSERT/UPDATE/DELETE) and nodes that can appear in them, because
- * this is used mainly during analysis of CTEs, and only DML statements can
- * appear in CTEs.
+ * (SELECT/INSERT/UPDATE/DELETE/MERGE) and nodes that can appear in them,
+ * because this is used mainly during analysis of CTEs, and only DML
+ * statements can appear in CTEs.
  */
 bool
 raw_expression_tree_walker(Node *node,
@@ -3631,6 +3659,36 @@ raw_expression_tree_walker(Node *node,
 					return true;
 			}
 			break;
+		case T_MergeStmt:
+			{
+				MergeStmt  *stmt = (MergeStmt *) node;
+
+				if (walker(stmt->relation, context))
+					return true;
+				if (walker(stmt->source_relation, context))
+					return true;
+				if (walker(stmt->join_condition, context))
+					return true;
+				if (walker(stmt->mergeWhenClauses, context))
+					return true;
+				if (walker(stmt->withClause, context))
+					return true;
+			}
+			break;
+		case T_MergeWhenClause:
+			{
+				MergeWhenClause *mergeWhenClause = (MergeWhenClause *) node;
+
+				if (walker(mergeWhenClause->condition, context))
+					return true;
+				if (walker(mergeWhenClause->targetList, context))
+					return true;
+				if (walker(mergeWhenClause->cols, context))
+					return true;
+				if (walker(mergeWhenClause->values, context))
+					return true;
+			}
+			break;
 		case T_SelectStmt:
 			{
 				SelectStmt *stmt = (SelectStmt *) node;
diff --git a/src/backend/nodes/outfuncs.c b/src/backend/nodes/outfuncs.c
index 8392be6d44..a82d55cc89 100644
--- a/src/backend/nodes/outfuncs.c
+++ b/src/backend/nodes/outfuncs.c
@@ -407,6 +407,7 @@ _outModifyTable(StringInfo str, const ModifyTable *node)
 	WRITE_UINT_FIELD(rootRelation);
 	WRITE_BOOL_FIELD(partColsUpdated);
 	WRITE_NODE_FIELD(resultRelations);
+	WRITE_INT_FIELD(mergeTargetRelation);
 	WRITE_NODE_FIELD(plans);
 	WRITE_NODE_FIELD(withCheckOptionLists);
 	WRITE_NODE_FIELD(returningLists);
@@ -420,6 +421,22 @@ _outModifyTable(StringInfo str, const ModifyTable *node)
 	WRITE_NODE_FIELD(onConflictWhere);
 	WRITE_UINT_FIELD(exclRelRTI);
 	WRITE_NODE_FIELD(exclRelTlist);
+	WRITE_NODE_FIELD(mergeSourceTargetList);
+	WRITE_NODE_FIELD(mergeActionList);
+}
+
+static void
+_outMergeWhenClause(StringInfo str, const MergeWhenClause *node)
+{
+	WRITE_NODE_TYPE("MERGEWHENCLAUSE");
+
+	WRITE_BOOL_FIELD(matched);
+	WRITE_ENUM_FIELD(commandType, CmdType);
+	WRITE_NODE_FIELD(condition);
+	WRITE_NODE_FIELD(targetList);
+	WRITE_NODE_FIELD(cols);
+	WRITE_NODE_FIELD(values);
+	WRITE_ENUM_FIELD(override, OverridingKind);
 }
 
 static void
@@ -1710,6 +1727,17 @@ _outOnConflictExpr(StringInfo str, const OnConflictExpr *node)
 	WRITE_NODE_FIELD(exclRelTlist);
 }
 
+static void
+_outMergeAction(StringInfo str, const MergeAction *node)
+{
+	WRITE_NODE_TYPE("MERGEACTION");
+
+	WRITE_BOOL_FIELD(matched);
+	WRITE_ENUM_FIELD(commandType, CmdType);
+	WRITE_NODE_FIELD(qual);
+	WRITE_NODE_FIELD(targetList);
+}
+
 /*****************************************************************************
  *
  *	Stuff from pathnodes.h.
@@ -2133,6 +2161,7 @@ _outModifyTablePath(StringInfo str, const ModifyTablePath *node)
 	WRITE_UINT_FIELD(rootRelation);
 	WRITE_BOOL_FIELD(partColsUpdated);
 	WRITE_NODE_FIELD(resultRelations);
+	WRITE_INT_FIELD(mergeTargetRelation);
 	WRITE_NODE_FIELD(subpaths);
 	WRITE_NODE_FIELD(subroots);
 	WRITE_NODE_FIELD(withCheckOptionLists);
@@ -2140,6 +2169,8 @@ _outModifyTablePath(StringInfo str, const ModifyTablePath *node)
 	WRITE_NODE_FIELD(rowMarks);
 	WRITE_NODE_FIELD(onconflict);
 	WRITE_INT_FIELD(epqParam);
+	WRITE_NODE_FIELD(mergeSourceTargetList);
+	WRITE_NODE_FIELD(mergeActionList);
 }
 
 static void
@@ -2997,6 +3028,9 @@ _outQuery(StringInfo str, const Query *node)
 	WRITE_NODE_FIELD(setOperations);
 	WRITE_NODE_FIELD(constraintDeps);
 	WRITE_NODE_FIELD(withCheckOptions);
+	WRITE_INT_FIELD(mergeTarget_relation);
+	WRITE_NODE_FIELD(mergeSourceTargetList);
+	WRITE_NODE_FIELD(mergeActionList);
 	WRITE_LOCATION_FIELD(stmt_location);
 	WRITE_INT_FIELD(stmt_len);
 }
@@ -3737,6 +3771,9 @@ outNode(StringInfo str, const void *obj)
 			case T_ModifyTable:
 				_outModifyTable(str, obj);
 				break;
+			case T_MergeWhenClause:
+				_outMergeWhenClause(str, obj);
+				break;
 			case T_Append:
 				_outAppend(str, obj);
 				break;
@@ -4028,6 +4065,9 @@ outNode(StringInfo str, const void *obj)
 			case T_OnConflictExpr:
 				_outOnConflictExpr(str, obj);
 				break;
+			case T_MergeAction:
+				_outMergeAction(str, obj);
+				break;
 			case T_Path:
 				_outPath(str, obj);
 				break;
diff --git a/src/backend/nodes/readfuncs.c b/src/backend/nodes/readfuncs.c
index d2c8d58070..29539c529b 100644
--- a/src/backend/nodes/readfuncs.c
+++ b/src/backend/nodes/readfuncs.c
@@ -283,6 +283,9 @@ _readQuery(void)
 	READ_NODE_FIELD(setOperations);
 	READ_NODE_FIELD(constraintDeps);
 	READ_NODE_FIELD(withCheckOptions);
+	READ_INT_FIELD(mergeTarget_relation);
+	READ_NODE_FIELD(mergeSourceTargetList);
+	READ_NODE_FIELD(mergeActionList);
 	READ_LOCATION_FIELD(stmt_location);
 	READ_INT_FIELD(stmt_len);
 
@@ -1346,6 +1349,21 @@ _readOnConflictExpr(void)
 	READ_DONE();
 }
 
+/*
+ * _readMergeAction
+ */
+static MergeAction *
+_readMergeAction(void)
+{
+	READ_LOCALS(MergeAction);
+
+	READ_BOOL_FIELD(matched);
+	READ_ENUM_FIELD(commandType, CmdType);
+	READ_NODE_FIELD(qual);
+	READ_NODE_FIELD(targetList);
+
+	READ_DONE();
+}
 /*
  *	Stuff from pathnodes.h.
  *
@@ -1641,6 +1659,7 @@ _readModifyTable(void)
 	READ_UINT_FIELD(rootRelation);
 	READ_BOOL_FIELD(partColsUpdated);
 	READ_NODE_FIELD(resultRelations);
+	READ_INT_FIELD(mergeTargetRelation);
 	READ_NODE_FIELD(plans);
 	READ_NODE_FIELD(withCheckOptionLists);
 	READ_NODE_FIELD(returningLists);
@@ -1654,6 +1673,27 @@ _readModifyTable(void)
 	READ_NODE_FIELD(onConflictWhere);
 	READ_UINT_FIELD(exclRelRTI);
 	READ_NODE_FIELD(exclRelTlist);
+	READ_NODE_FIELD(mergeSourceTargetList);
+	READ_NODE_FIELD(mergeActionList);
+
+	READ_DONE();
+}
+
+/*
+ * _readMergeWhenClause
+ */
+static MergeWhenClause *
+_readMergeWhenClause(void)
+{
+	READ_LOCALS(MergeWhenClause);
+
+	READ_BOOL_FIELD(matched);
+	READ_ENUM_FIELD(commandType, CmdType);
+	READ_NODE_FIELD(condition);
+	READ_NODE_FIELD(targetList);
+	READ_NODE_FIELD(cols);
+	READ_NODE_FIELD(values);
+	READ_ENUM_FIELD(override, OverridingKind);
 
 	READ_DONE();
 }
@@ -2755,6 +2795,8 @@ parseNodeString(void)
 		return_value = _readFromExpr();
 	else if (MATCH("ONCONFLICTEXPR", 14))
 		return_value = _readOnConflictExpr();
+	else if (MATCH("MERGEACTION", 11))
+		return_value = _readMergeAction();
 	else if (MATCH("APPENDRELINFO", 13))
 		return_value = _readAppendRelInfo();
 	else if (MATCH("RTE", 3))
@@ -2779,6 +2821,8 @@ parseNodeString(void)
 		return_value = _readProjectSet();
 	else if (MATCH("MODIFYTABLE", 11))
 		return_value = _readModifyTable();
+	else if (MATCH("MERGEWHENCLAUSE", 15))
+		return_value = _readMergeWhenClause();
 	else if (MATCH("APPEND", 6))
 		return_value = _readAppend();
 	else if (MATCH("MERGEAPPEND", 11))
diff --git a/src/backend/optimizer/plan/createplan.c b/src/backend/optimizer/plan/createplan.c
index 25d4750ca6..50d86d24f7 100644
--- a/src/backend/optimizer/plan/createplan.c
+++ b/src/backend/optimizer/plan/createplan.c
@@ -295,9 +295,13 @@ static ModifyTable *make_modifytable(PlannerInfo *root,
 									 CmdType operation, bool canSetTag,
 									 Index nominalRelation, Index rootRelation,
 									 bool partColsUpdated,
-									 List *resultRelations, List *subplans, List *subroots,
+									 List *resultRelations,
+									 Index mergeTargetRelation,
+									 List *subplans, List *subroots,
 									 List *withCheckOptionLists, List *returningLists,
-									 List *rowMarks, OnConflictExpr *onconflict, int epqParam);
+									 List *rowMarks, OnConflictExpr *onconflict,
+									 List *mergeSourceTargetList,
+									 List *mergeActionList, int epqParam);
 static GatherMerge *create_gather_merge_plan(PlannerInfo *root,
 											 GatherMergePath *best_path);
 
@@ -2668,12 +2672,15 @@ create_modifytable_plan(PlannerInfo *root, ModifyTablePath *best_path)
 							best_path->rootRelation,
 							best_path->partColsUpdated,
 							best_path->resultRelations,
+							best_path->mergeTargetRelation,
 							subplans,
 							best_path->subroots,
 							best_path->withCheckOptionLists,
 							best_path->returningLists,
 							best_path->rowMarks,
 							best_path->onconflict,
+							best_path->mergeSourceTargetList,
+							best_path->mergeActionList,
 							best_path->epqParam);
 
 	copy_generic_path_info(&plan->plan, &best_path->path);
@@ -6785,9 +6792,13 @@ make_modifytable(PlannerInfo *root,
 				 CmdType operation, bool canSetTag,
 				 Index nominalRelation, Index rootRelation,
 				 bool partColsUpdated,
-				 List *resultRelations, List *subplans, List *subroots,
+				 List *resultRelations,
+				 Index mergeTargetRelation,
+				 List *subplans, List *subroots,
 				 List *withCheckOptionLists, List *returningLists,
-				 List *rowMarks, OnConflictExpr *onconflict, int epqParam)
+				 List *rowMarks, OnConflictExpr *onconflict,
+				 List *mergeSourceTargetList,
+				 List *mergeActionList, int epqParam)
 {
 	ModifyTable *node = makeNode(ModifyTable);
 	List	   *fdw_private_list;
@@ -6815,6 +6826,7 @@ make_modifytable(PlannerInfo *root,
 	node->rootRelation = rootRelation;
 	node->partColsUpdated = partColsUpdated;
 	node->resultRelations = resultRelations;
+	node->mergeTargetRelation = mergeTargetRelation;
 	node->plans = subplans;
 	if (!onconflict)
 	{
@@ -6845,6 +6857,8 @@ make_modifytable(PlannerInfo *root,
 	node->withCheckOptionLists = withCheckOptionLists;
 	node->returningLists = returningLists;
 	node->rowMarks = rowMarks;
+	node->mergeSourceTargetList = mergeSourceTargetList;
+	node->mergeActionList = mergeActionList;
 	node->epqParam = epqParam;
 
 	/*
diff --git a/src/backend/optimizer/plan/planner.c b/src/backend/optimizer/plan/planner.c
index 4e6497ff32..b7bc656296 100644
--- a/src/backend/optimizer/plan/planner.c
+++ b/src/backend/optimizer/plan/planner.c
@@ -828,6 +828,24 @@ subquery_planner(PlannerGlobal *glob, Query *parse,
 		/* exclRelTlist contains only Vars, so no preprocessing needed */
 	}
 
+	foreach(l, parse->mergeActionList)
+	{
+		MergeAction *action = (MergeAction *) lfirst(l);
+
+		action->targetList = (List *)
+			preprocess_expression(root,
+								  (Node *) action->targetList,
+								  EXPRKIND_TARGET);
+		action->qual =
+			preprocess_expression(root,
+								  (Node *) action->qual,
+								  EXPRKIND_QUAL);
+	}
+
+	parse->mergeSourceTargetList = (List *)
+		preprocess_expression(root, (Node *) parse->mergeSourceTargetList,
+							  EXPRKIND_TARGET);
+
 	root->append_rel_list = (List *)
 		preprocess_expression(root, (Node *) root->append_rel_list,
 							  EXPRKIND_APPINFO);
@@ -1696,6 +1714,7 @@ inheritance_planner(PlannerInfo *root)
 									 subroot->parse->returningList);
 
 		Assert(!parse->onConflict);
+		Assert(parse->mergeActionList == NIL);
 	}
 
 	/* Result path must go into outer query's FINAL upperrel */
@@ -1786,12 +1805,15 @@ inheritance_planner(PlannerInfo *root)
 									 rootRelation,
 									 root->partColsUpdated,
 									 resultRelations,
+									 0,
 									 subpaths,
 									 subroots,
 									 withCheckOptionLists,
 									 returningLists,
 									 rowMarks,
 									 NULL,
+									 NULL,
+									 NULL,
 									 assign_special_exec_param(root)));
 }
 
@@ -2307,8 +2329,8 @@ grouping_planner(PlannerInfo *root, bool inheritance_update,
 		}
 
 		/*
-		 * If this is an INSERT/UPDATE/DELETE, and we're not being called from
-		 * inheritance_planner, add the ModifyTable node.
+		 * If this is an INSERT/UPDATE/DELETE/MERGE, and we're not being
+		 * called from inheritance_planner, add the ModifyTable node.
 		 */
 		if (parse->commandType != CMD_SELECT && !inheritance_update)
 		{
@@ -2359,12 +2381,15 @@ grouping_planner(PlannerInfo *root, bool inheritance_update,
 										rootRelation,
 										false,
 										list_make1_int(parse->resultRelation),
+										parse->mergeTarget_relation,
 										list_make1(path),
 										list_make1(root),
 										withCheckOptionLists,
 										returningLists,
 										rowMarks,
 										parse->onConflict,
+										parse->mergeSourceTargetList,
+										parse->mergeActionList,
 										assign_special_exec_param(root));
 		}
 
diff --git a/src/backend/optimizer/plan/setrefs.c b/src/backend/optimizer/plan/setrefs.c
index c3c36be13e..451015a11c 100644
--- a/src/backend/optimizer/plan/setrefs.c
+++ b/src/backend/optimizer/plan/setrefs.c
@@ -950,6 +950,62 @@ set_plan_refs(PlannerInfo *root, Plan *plan, int rtoffset)
 						fix_scan_list(root, splan->exclRelTlist, rtoffset, 1);
 				}
 
+				/*
+				 * The MERGE statement produces the target rows by performing
+				 * a right join between the target relation and the source
+				 * relation (which could be a plain relation or a subquery).
+				 * The INSERT and UPDATE actions of the MERGE statement
+				 * requires access to the columns from the source relation. We
+				 * arrange things so that the source relation attributes are
+				 * available as INNER_VAR and the target relation attributes
+				 * are available from the scan tuple.
+				 */
+				if (splan->mergeActionList != NIL)
+				{
+					/*
+					 * mergeSourceTargetList is already setup correctly to
+					 * include all Vars coming from the source relation. So we
+					 * fix the targetList of individual action nodes by
+					 * ensuring that the source relation Vars are referenced
+					 * as INNER_VAR. Note that for this to work correctly,
+					 * during execution, the ecxt_innertuple must be set to
+					 * the tuple obtained from the source relation.
+					 *
+					 * We leave the Vars from the result relation (i.e. the
+					 * target relation) unchanged i.e. those Vars would be
+					 * picked from the scan slot. So during execution, we must
+					 * ensure that ecxt_scantuple is setup correctly to refer
+					 * to the tuple from the target relation.
+					 */
+
+					indexed_tlist *itlist;
+
+					itlist = build_tlist_index(splan->mergeSourceTargetList);
+
+					splan->mergeTargetRelation += rtoffset;
+
+					foreach(l, splan->mergeActionList)
+					{
+						MergeAction *action = (MergeAction *) lfirst(l);
+
+						/* Fix targetList of each action. */
+						action->targetList = fix_join_expr(root,
+														   action->targetList,
+														   NULL, itlist,
+														   linitial_int(splan->resultRelations),
+														   rtoffset,
+														   NUM_EXEC_TLIST(plan));
+
+						/* Fix quals too. */
+						action->qual = (Node *) fix_join_expr(root,
+															  (List *) action->qual,
+															  NULL, itlist,
+															  linitial_int(splan->resultRelations),
+															  rtoffset,
+															  NUM_EXEC_QUAL(plan));
+					}
+				}
+
 				splan->nominalRelation += rtoffset;
 				if (splan->rootRelation)
 					splan->rootRelation += rtoffset;
diff --git a/src/backend/optimizer/prep/preptlist.c b/src/backend/optimizer/prep/preptlist.c
index 23f9f861f4..8848e9a03f 100644
--- a/src/backend/optimizer/prep/preptlist.c
+++ b/src/backend/optimizer/prep/preptlist.c
@@ -117,6 +117,46 @@ preprocess_targetlist(PlannerInfo *root)
 		tlist = expand_targetlist(tlist, command_type,
 								  result_relation, target_relation);
 
+	if (command_type == CMD_MERGE)
+	{
+		ListCell   *l;
+
+		/*
+		 * For MERGE, add any junk column(s) needed to allow the executor to
+		 * identify the rows to be updated or deleted, with different handling
+		 * for partitioned tables.
+		 */
+		rewriteTargetListMerge(parse, target_relation);
+
+		/*
+		 * For MERGE command, handle targetlist of each MergeAction
+		 * separately. Give the same treatment to MergeAction->targetList as
+		 * we would have given to a regular INSERT/UPDATE/DELETE.
+		 */
+		foreach(l, parse->mergeActionList)
+		{
+			MergeAction *action = (MergeAction *) lfirst(l);
+
+			switch (action->commandType)
+			{
+				case CMD_INSERT:
+				case CMD_UPDATE:
+					action->targetList = expand_targetlist(action->targetList,
+														   action->commandType,
+														   result_relation,
+														   target_relation);
+					break;
+				case CMD_DELETE:
+					break;
+				case CMD_NOTHING:
+					break;
+				default:
+					elog(ERROR, "unknown action in MERGE WHEN clause");
+
+			}
+		}
+	}
+
 	/*
 	 * Add necessary junk columns for rowmarked rels.  These values are needed
 	 * for locking of rels selected FOR UPDATE/SHARE, and to do EvalPlanQual
@@ -349,6 +389,7 @@ expand_targetlist(List *tlist, int command_type,
 													  true /* byval */ );
 					}
 					break;
+				case CMD_MERGE:
 				case CMD_UPDATE:
 					if (!att_tup->attisdropped)
 					{
diff --git a/src/backend/optimizer/util/pathnode.c b/src/backend/optimizer/util/pathnode.c
index d465b9e213..a3d24fed3c 100644
--- a/src/backend/optimizer/util/pathnode.c
+++ b/src/backend/optimizer/util/pathnode.c
@@ -3528,17 +3528,21 @@ create_lockrows_path(PlannerInfo *root, RelOptInfo *rel,
  * 'rowMarks' is a list of PlanRowMarks (non-locking only)
  * 'onconflict' is the ON CONFLICT clause, or NULL
  * 'epqParam' is the ID of Param for EvalPlanQual re-eval
+ * 'mergeActionList' is a list of MERGE actions
  */
 ModifyTablePath *
 create_modifytable_path(PlannerInfo *root, RelOptInfo *rel,
 						CmdType operation, bool canSetTag,
 						Index nominalRelation, Index rootRelation,
 						bool partColsUpdated,
-						List *resultRelations, List *subpaths,
+						List *resultRelations,
+						Index mergeTargetRelation,
+						List *subpaths,
 						List *subroots,
 						List *withCheckOptionLists, List *returningLists,
 						List *rowMarks, OnConflictExpr *onconflict,
-						int epqParam)
+						List *mergeSourceTargetList,
+						List *mergeActionList, int epqParam)
 {
 	ModifyTablePath *pathnode = makeNode(ModifyTablePath);
 	double		total_size;
@@ -3606,6 +3610,7 @@ create_modifytable_path(PlannerInfo *root, RelOptInfo *rel,
 	pathnode->rootRelation = rootRelation;
 	pathnode->partColsUpdated = partColsUpdated;
 	pathnode->resultRelations = resultRelations;
+	pathnode->mergeTargetRelation = mergeTargetRelation;
 	pathnode->subpaths = subpaths;
 	pathnode->subroots = subroots;
 	pathnode->withCheckOptionLists = withCheckOptionLists;
@@ -3613,6 +3618,8 @@ create_modifytable_path(PlannerInfo *root, RelOptInfo *rel,
 	pathnode->rowMarks = rowMarks;
 	pathnode->onconflict = onconflict;
 	pathnode->epqParam = epqParam;
+	pathnode->mergeSourceTargetList = mergeSourceTargetList;
+	pathnode->mergeActionList = mergeActionList;
 
 	return pathnode;
 }
diff --git a/src/backend/optimizer/util/plancat.c b/src/backend/optimizer/util/plancat.c
index da322b453e..6641c6ef9e 100644
--- a/src/backend/optimizer/util/plancat.c
+++ b/src/backend/optimizer/util/plancat.c
@@ -2096,6 +2096,10 @@ has_row_triggers(PlannerInfo *root, Index rti, CmdType event)
 				 trigDesc->trig_delete_before_row))
 				result = true;
 			break;
+			/* There is no separate event for MERGE, only INSERT/UPDATE/DELETE */
+		case CMD_MERGE:
+			result = false;
+			break;
 		default:
 			elog(ERROR, "unrecognized CmdType: %d", (int) event);
 			break;
diff --git a/src/backend/parser/Makefile b/src/backend/parser/Makefile
index 5ddb9a92f0..9f1c4022bb 100644
--- a/src/backend/parser/Makefile
+++ b/src/backend/parser/Makefile
@@ -23,6 +23,7 @@ OBJS = \
 	parse_enr.o \
 	parse_expr.o \
 	parse_func.o \
+	parse_merge.o \
 	parse_node.o \
 	parse_oper.o \
 	parse_param.o \
diff --git a/src/backend/parser/analyze.c b/src/backend/parser/analyze.c
index 28e192f51c..f09d7d87bb 100644
--- a/src/backend/parser/analyze.c
+++ b/src/backend/parser/analyze.c
@@ -38,6 +38,7 @@
 #include "parser/parse_cte.h"
 #include "parser/parse_expr.h"
 #include "parser/parse_func.h"
+#include "parser/parse_merge.h"
 #include "parser/parse_oper.h"
 #include "parser/parse_param.h"
 #include "parser/parse_relation.h"
@@ -55,9 +56,6 @@ post_parse_analyze_hook_type post_parse_analyze_hook = NULL;
 static Query *transformOptionalSelectInto(ParseState *pstate, Node *parseTree);
 static Query *transformDeleteStmt(ParseState *pstate, DeleteStmt *stmt);
 static Query *transformInsertStmt(ParseState *pstate, InsertStmt *stmt);
-static List *transformInsertRow(ParseState *pstate, List *exprlist,
-								List *stmtcols, List *icolumns, List *attrnos,
-								bool strip_indirection);
 static OnConflictExpr *transformOnConflictClause(ParseState *pstate,
 												 OnConflictClause *onConflictClause);
 static int	count_rowexpr_columns(ParseState *pstate, Node *expr);
@@ -70,8 +68,6 @@ static void determineRecursiveColTypes(ParseState *pstate,
 									   Node *larg, List *nrtargetlist);
 static Query *transformUpdateStmt(ParseState *pstate, UpdateStmt *stmt);
 static List *transformReturningList(ParseState *pstate, List *returningList);
-static List *transformUpdateTargetList(ParseState *pstate,
-									   List *targetList);
 static Query *transformPLAssignStmt(ParseState *pstate,
 									PLAssignStmt *stmt);
 static Query *transformDeclareCursorStmt(ParseState *pstate,
@@ -271,6 +267,7 @@ transformStmt(ParseState *pstate, Node *parseTree)
 		case T_InsertStmt:
 		case T_UpdateStmt:
 		case T_DeleteStmt:
+		case T_MergeStmt:
 			(void) test_raw_expression_coverage(parseTree, NULL);
 			break;
 		default:
@@ -295,6 +292,10 @@ transformStmt(ParseState *pstate, Node *parseTree)
 			result = transformUpdateStmt(pstate, (UpdateStmt *) parseTree);
 			break;
 
+		case T_MergeStmt:
+			result = transformMergeStmt(pstate, (MergeStmt *) parseTree);
+			break;
+
 		case T_SelectStmt:
 			{
 				SelectStmt *n = (SelectStmt *) parseTree;
@@ -375,6 +376,7 @@ analyze_requires_snapshot(RawStmt *parseTree)
 		case T_InsertStmt:
 		case T_DeleteStmt:
 		case T_UpdateStmt:
+		case T_MergeStmt:
 		case T_SelectStmt:
 		case T_PLAssignStmt:
 			result = true;
@@ -891,7 +893,7 @@ transformInsertStmt(ParseState *pstate, InsertStmt *stmt)
  * attrnos: integer column numbers (must be same length as icolumns)
  * strip_indirection: if true, remove any field/array assignment nodes
  */
-static List *
+List *
 transformInsertRow(ParseState *pstate, List *exprlist,
 				   List *stmtcols, List *icolumns, List *attrnos,
 				   bool strip_indirection)
@@ -2282,9 +2284,9 @@ transformUpdateStmt(ParseState *pstate, UpdateStmt *stmt)
 
 /*
  * transformUpdateTargetList -
- *	handle SET clause in UPDATE/INSERT ... ON CONFLICT UPDATE
+ *	handle SET clause in UPDATE/MERGE/INSERT ... ON CONFLICT UPDATE
  */
-static List *
+List *
 transformUpdateTargetList(ParseState *pstate, List *origTlist)
 {
 	List	   *tlist = NIL;
diff --git a/src/backend/parser/gram.y b/src/backend/parser/gram.y
index 31c95443a5..6e9b87f7b9 100644
--- a/src/backend/parser/gram.y
+++ b/src/backend/parser/gram.y
@@ -250,6 +250,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
 	PartitionBoundSpec	*partboundspec;
 	RoleSpec			*rolespec;
 	struct SelectLimit	*selectlimit;
+	MergeWhenClause		*mergewhen;
 }
 
 %type <node>	stmt schema_stmt
@@ -291,6 +292,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
 		CreateMatViewStmt RefreshMatViewStmt CreateAmStmt
 		CreatePublicationStmt AlterPublicationStmt
 		CreateSubscriptionStmt AlterSubscriptionStmt DropSubscriptionStmt
+		MergeStmt
 
 %type <node>	select_no_parens select_with_parens select_clause
 				simple_select values_clause
@@ -415,7 +417,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
 				transform_element_list transform_type_list
 				TriggerTransitions TriggerReferencing
 				vacuum_relation_list opt_vacuum_relation_list
-				drop_option_list
+				drop_option_list merge_values_clause
 
 %type <list>	group_by_list
 %type <node>	group_by_item empty_grouping_set rollup_clause cube_clause
@@ -474,6 +476,7 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
 %type <istmt>	insert_rest
 %type <infer>	opt_conf_expr
 %type <onconflict> opt_on_conflict
+%type <mergewhen>	merge_insert merge_update merge_delete
 
 %type <vsetstmt> generic_set set_rest set_rest_more generic_reset reset_rest
 				 SetResetClause FunctionSetResetClause
@@ -594,6 +597,9 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
 %type <list>		hash_partbound
 %type <defelt>		hash_partbound_elem
 
+%type <node>	merge_when_clause opt_merge_when_and_condition
+%type <list>	merge_when_list
+
 /*
  * Non-keyword token types.  These are hard-wired into the "flex" lexer.
  * They must be listed first so that their numeric codes do not depend on
@@ -664,7 +670,8 @@ static Node *makeRecursiveViewSelect(char *relname, List *aliases, Node *query);
 	LEADING LEAKPROOF LEAST LEFT LEVEL LIKE LIMIT LISTEN LOAD LOCAL
 	LOCALTIME LOCALTIMESTAMP LOCATION LOCK_P LOCKED LOGGED
 
-	MAPPING MATCH MATERIALIZED MAXVALUE METHOD MINUTE_P MINVALUE MODE MONTH_P MOVE
+	MAPPING MATCH MATCHED MATERIALIZED MAXVALUE MERGE METHOD
+	MINUTE_P MINVALUE MODE MONTH_P MOVE
 
 	NAME_P NAMES NATIONAL NATURAL NCHAR NEW NEXT NFC NFD NFKC NFKD NO NONE
 	NORMALIZE NORMALIZED
@@ -975,6 +982,7 @@ stmt :
 			| RefreshMatViewStmt
 			| LoadStmt
 			| LockStmt
+			| MergeStmt
 			| NotifyStmt
 			| PrepareStmt
 			| ReassignOwnedStmt
@@ -10673,6 +10681,7 @@ ExplainableStmt:
 			| InsertStmt
 			| UpdateStmt
 			| DeleteStmt
+			| MergeStmt
 			| DeclareCursorStmt
 			| CreateAsStmt
 			| CreateMatViewStmt
@@ -10706,6 +10715,7 @@ PreparableStmt:
 			| InsertStmt
 			| UpdateStmt
 			| DeleteStmt					/* by default all are $$=$1 */
+			| MergeStmt
 		;
 
 /*****************************************************************************
@@ -11090,6 +11100,142 @@ set_target_list:
 		;
 
 
+/*****************************************************************************
+ *
+ *		QUERY:
+ *				MERGE STATEMENTS
+ *
+ *****************************************************************************/
+
+MergeStmt:
+			opt_with_clause MERGE INTO relation_expr_opt_alias
+			USING table_ref
+			ON a_expr
+			merge_when_list
+				{
+					MergeStmt *m = makeNode(MergeStmt);
+
+					m->withClause = $1;
+					m->relation = $4;
+					m->source_relation = $6;
+					m->join_condition = $8;
+					m->mergeWhenClauses = $9;
+
+					$$ = (Node *)m;
+				}
+			;
+
+
+merge_when_list:
+			merge_when_clause						{ $$ = list_make1($1); }
+			| merge_when_list merge_when_clause		{ $$ = lappend($1,$2); }
+			;
+
+merge_when_clause:
+			WHEN MATCHED opt_merge_when_and_condition THEN merge_update
+				{
+					$5->matched = true;
+					$5->commandType = CMD_UPDATE;
+					$5->condition = $3;
+
+					$$ = (Node *) $5;
+				}
+			| WHEN MATCHED opt_merge_when_and_condition THEN merge_delete
+				{
+					MergeWhenClause *m = makeNode(MergeWhenClause);
+
+					m->matched = true;
+					m->commandType = CMD_DELETE;
+					m->condition = $3;
+
+					$$ = (Node *)m;
+				}
+			| WHEN NOT MATCHED opt_merge_when_and_condition THEN merge_insert
+				{
+					$6->matched = false;
+					$6->commandType = CMD_INSERT;
+					$6->condition = $4;
+
+					$$ = (Node *) $6;
+				}
+			| WHEN NOT MATCHED opt_merge_when_and_condition THEN DO NOTHING
+				{
+					MergeWhenClause *m = makeNode(MergeWhenClause);
+
+					m->matched = false;
+					m->commandType = CMD_NOTHING;
+					m->condition = $4;
+
+					$$ = (Node *)m;
+				}
+			;
+
+opt_merge_when_and_condition:
+			AND a_expr 				{ $$ = $2; }
+			| 			 			{ $$ = NULL; }
+			;
+
+merge_delete:
+			DELETE_P 				{ $$ = NULL; }
+			;
+
+merge_update:
+			UPDATE SET set_clause_list
+				{
+					MergeWhenClause *n = makeNode(MergeWhenClause);
+					n->targetList = $3;
+
+					$$ = n;
+				}
+			;
+
+merge_insert:
+			INSERT merge_values_clause
+				{
+					MergeWhenClause *n = makeNode(MergeWhenClause);
+					n->cols = NIL;
+					n->values = $2;
+					$$ = n;
+				}
+			| INSERT OVERRIDING override_kind VALUE_P merge_values_clause
+				{
+					MergeWhenClause *n = makeNode(MergeWhenClause);
+					n->cols = NIL;
+					n->override = $3;
+					n->values = $5;
+					$$ = n;
+				}
+			| INSERT '(' insert_column_list ')' merge_values_clause
+				{
+					MergeWhenClause *n = makeNode(MergeWhenClause);
+					n->cols = $3;
+					n->values = $5;
+					$$ = n;
+				}
+			| INSERT '(' insert_column_list ')' OVERRIDING override_kind VALUE_P merge_values_clause
+				{
+					MergeWhenClause *n = makeNode(MergeWhenClause);
+					n->cols = $3;
+					n->override = $6;
+					n->values = $8;
+					$$ = n;
+				}
+			| INSERT DEFAULT VALUES
+				{
+					MergeWhenClause *n = makeNode(MergeWhenClause);
+					n->cols = NIL;
+					n->values = NIL;
+					$$ = n;
+				}
+			;
+
+merge_values_clause:
+			VALUES '(' expr_list ')'
+				{
+					$$ = $3;
+				}
+			;
+
 /*****************************************************************************
  *
  *		QUERY:
@@ -15326,8 +15472,10 @@ unreserved_keyword:
 			| LOGGED
 			| MAPPING
 			| MATCH
+			| MATCHED
 			| MATERIALIZED
 			| MAXVALUE
+			| MERGE
 			| METHOD
 			| MINUTE_P
 			| MINVALUE
@@ -15886,8 +16034,10 @@ bare_label_keyword:
 			| LOGGED
 			| MAPPING
 			| MATCH
+			| MATCHED
 			| MATERIALIZED
 			| MAXVALUE
+			| MERGE
 			| METHOD
 			| MINVALUE
 			| MODE
diff --git a/src/backend/parser/parse_agg.c b/src/backend/parser/parse_agg.c
index 588f005dd9..f7c152beb4 100644
--- a/src/backend/parser/parse_agg.c
+++ b/src/backend/parser/parse_agg.c
@@ -433,6 +433,13 @@ check_agglevels_and_constraints(ParseState *pstate, Node *expr)
 		case EXPR_KIND_UPDATE_SOURCE:
 		case EXPR_KIND_UPDATE_TARGET:
 			errkind = true;
+			break;
+		case EXPR_KIND_MERGE_WHEN_AND:
+			if (isAgg)
+				err = _("aggregate functions are not allowed in WHEN AND conditions");
+			else
+				err = _("grouping operations are not allowed in WHEN AND conditions");
+
 			break;
 		case EXPR_KIND_GROUP_BY:
 			errkind = true;
@@ -875,6 +882,9 @@ transformWindowFuncCall(ParseState *pstate, WindowFunc *wfunc,
 		case EXPR_KIND_UPDATE_TARGET:
 			errkind = true;
 			break;
+		case EXPR_KIND_MERGE_WHEN_AND:
+			err = _("window functions are not allowed in WHEN AND conditions");
+			break;
 		case EXPR_KIND_GROUP_BY:
 			errkind = true;
 			break;
diff --git a/src/backend/parser/parse_clause.c b/src/backend/parser/parse_clause.c
index 672245ded7..a4fb552c81 100644
--- a/src/backend/parser/parse_clause.c
+++ b/src/backend/parser/parse_clause.c
@@ -73,9 +73,6 @@ static TableSampleClause *transformRangeTableSample(ParseState *pstate,
 													RangeTableSample *rts);
 static ParseNamespaceItem *getNSItemForSpecialRelationTypes(ParseState *pstate,
 															RangeVar *rv);
-static Node *transformFromClauseItem(ParseState *pstate, Node *n,
-									 ParseNamespaceItem **top_nsitem,
-									 List **namespace);
 static Var *buildVarFromNSColumn(ParseNamespaceColumn *nscol);
 static Node *buildMergedJoinVar(ParseState *pstate, JoinType jointype,
 								Var *l_colvar, Var *r_colvar);
@@ -132,6 +129,7 @@ transformFromClause(ParseState *pstate, List *frmList)
 
 		n = transformFromClauseItem(pstate, n,
 									&nsitem,
+									NULL,
 									&namespace);
 
 		checkNameSpaceConflicts(pstate, pstate->p_namespace, namespace);
@@ -1048,14 +1046,19 @@ getNSItemForSpecialRelationTypes(ParseState *pstate, RangeVar *rv)
  * jointree item.  (This is only used during internal recursion, not by
  * outside callers.)
  *
- * *namespace: receives a List of ParseNamespaceItems for the RTEs exposed
+ * *right_nsitem: receives the ParseNamespaceItem corresponding to the right
+ * side of the jointree. Only MERGE really needs to know about this and only
+ * MERGE passes a non-NULL pointer.
+ *
+ * *fnamespace: receives a List of ParseNamespaceItems for the RTEs exposed
  * as table/column names by this item.  (The lateral_only flags in these items
  * are indeterminate and should be explicitly set by the caller before use.)
  */
-static Node *
+Node *
 transformFromClauseItem(ParseState *pstate, Node *n,
 						ParseNamespaceItem **top_nsitem,
-						List **namespace)
+						ParseNamespaceItem **right_nsitem,
+						List **fnamespace)
 {
 	if (IsA(n, RangeVar))
 	{
@@ -1072,7 +1075,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 			nsitem = transformTableEntry(pstate, rv);
 
 		*top_nsitem = nsitem;
-		*namespace = list_make1(nsitem);
+		*fnamespace = list_make1(nsitem);
 		rtr = makeNode(RangeTblRef);
 		rtr->rtindex = nsitem->p_rtindex;
 		return (Node *) rtr;
@@ -1085,7 +1088,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 
 		nsitem = transformRangeSubselect(pstate, (RangeSubselect *) n);
 		*top_nsitem = nsitem;
-		*namespace = list_make1(nsitem);
+		*fnamespace = list_make1(nsitem);
 		rtr = makeNode(RangeTblRef);
 		rtr->rtindex = nsitem->p_rtindex;
 		return (Node *) rtr;
@@ -1098,7 +1101,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 
 		nsitem = transformRangeFunction(pstate, (RangeFunction *) n);
 		*top_nsitem = nsitem;
-		*namespace = list_make1(nsitem);
+		*fnamespace = list_make1(nsitem);
 		rtr = makeNode(RangeTblRef);
 		rtr->rtindex = nsitem->p_rtindex;
 		return (Node *) rtr;
@@ -1111,7 +1114,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 
 		nsitem = transformRangeTableFunc(pstate, (RangeTableFunc *) n);
 		*top_nsitem = nsitem;
-		*namespace = list_make1(nsitem);
+		*fnamespace = list_make1(nsitem);
 		rtr = makeNode(RangeTblRef);
 		rtr->rtindex = nsitem->p_rtindex;
 		return (Node *) rtr;
@@ -1125,7 +1128,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 
 		/* Recursively transform the contained relation */
 		rel = transformFromClauseItem(pstate, rts->relation,
-									  top_nsitem, namespace);
+									  top_nsitem, NULL, fnamespace);
 		rte = (*top_nsitem)->p_rte;
 		/* We only support this on plain relations and matviews */
 		if (rte->rtekind != RTE_RELATION ||
@@ -1151,6 +1154,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 		List	   *l_namespace,
 				   *r_namespace,
 				   *my_namespace,
+				   *save_namespace,
 				   *l_colnames,
 				   *r_colnames,
 				   *res_colnames,
@@ -1171,6 +1175,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 		 */
 		j->larg = transformFromClauseItem(pstate, j->larg,
 										  &l_nsitem,
+										  NULL,
 										  &l_namespace);
 
 		/*
@@ -1191,11 +1196,33 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 		sv_namespace_length = list_length(pstate->p_namespace);
 		pstate->p_namespace = list_concat(pstate->p_namespace, l_namespace);
 
+		/*
+		 * If we are running MERGE, don't make the other RTEs visible while
+		 * parsing the source relation. It mustn't see them.
+		 *
+		 * Currently, only MERGE passes non-NULL value for right_nsitem, so we
+		 * can safely deduce if we're running MERGE or not by just looking at
+		 * the right_nsitem. If that ever changes, we should look at other
+		 * means to find that.
+		 */
+		if (right_nsitem)
+		{
+			save_namespace = pstate->p_namespace;
+			pstate->p_namespace = NIL;
+		}
+
 		/* And now we can process the RHS */
 		j->rarg = transformFromClauseItem(pstate, j->rarg,
 										  &r_nsitem,
+										  NULL,
 										  &r_namespace);
 
+		/*
+		 * And now restore the namespace again so that join-quals can see it.
+		 */
+		if (right_nsitem)
+			pstate->p_namespace = save_namespace;
+
 		/* Remove the left-side RTEs from the namespace list again */
 		pstate->p_namespace = list_truncate(pstate->p_namespace,
 											sv_namespace_length);
@@ -1223,6 +1250,9 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 		r_nscolumns = r_nsitem->p_nscolumns;
 		r_colnames = r_nsitem->p_rte->eref->colnames;
 
+		if (right_nsitem)
+			*right_nsitem = r_nsitem;
+
 		/*
 		 * Natural join does not explicitly specify columns; must generate
 		 * columns to join. Need to run through the list of columns from each
@@ -1523,7 +1553,7 @@ transformFromClauseItem(ParseState *pstate, Node *n,
 		nsitem->p_lateral_ok = true;
 
 		*top_nsitem = nsitem;
-		*namespace = lappend(my_namespace, nsitem);
+		*fnamespace = lappend(my_namespace, nsitem);
 
 		return (Node *) j;
 	}
diff --git a/src/backend/parser/parse_collate.c b/src/backend/parser/parse_collate.c
index 4133526f04..d951468721 100644
--- a/src/backend/parser/parse_collate.c
+++ b/src/backend/parser/parse_collate.c
@@ -485,6 +485,7 @@ assign_collations_walker(Node *node, assign_collations_context *context)
 		case T_FromExpr:
 		case T_OnConflictExpr:
 		case T_SortGroupClause:
+		case T_MergeAction:
 			(void) expression_tree_walker(node,
 										  assign_collations_walker,
 										  (void *) &loccontext);
diff --git a/src/backend/parser/parse_expr.c b/src/backend/parser/parse_expr.c
index 379355f9bf..892d48faac 100644
--- a/src/backend/parser/parse_expr.c
+++ b/src/backend/parser/parse_expr.c
@@ -487,6 +487,7 @@ transformColumnRef(ParseState *pstate, ColumnRef *cref)
 		case EXPR_KIND_INSERT_TARGET:
 		case EXPR_KIND_UPDATE_SOURCE:
 		case EXPR_KIND_UPDATE_TARGET:
+		case EXPR_KIND_MERGE_WHEN_AND:
 		case EXPR_KIND_GROUP_BY:
 		case EXPR_KIND_ORDER_BY:
 		case EXPR_KIND_DISTINCT_ON:
@@ -1715,6 +1716,7 @@ transformSubLink(ParseState *pstate, SubLink *sublink)
 		case EXPR_KIND_INSERT_TARGET:
 		case EXPR_KIND_UPDATE_SOURCE:
 		case EXPR_KIND_UPDATE_TARGET:
+		case EXPR_KIND_MERGE_WHEN_AND:
 		case EXPR_KIND_GROUP_BY:
 		case EXPR_KIND_ORDER_BY:
 		case EXPR_KIND_DISTINCT_ON:
@@ -3003,6 +3005,8 @@ ParseExprKindName(ParseExprKind exprKind)
 		case EXPR_KIND_UPDATE_SOURCE:
 		case EXPR_KIND_UPDATE_TARGET:
 			return "UPDATE";
+		case EXPR_KIND_MERGE_WHEN_AND:
+			return "MERGE WHEN AND";
 		case EXPR_KIND_GROUP_BY:
 			return "GROUP BY";
 		case EXPR_KIND_ORDER_BY:
diff --git a/src/backend/parser/parse_func.c b/src/backend/parser/parse_func.c
index 07d0013e84..eb022b5a6d 100644
--- a/src/backend/parser/parse_func.c
+++ b/src/backend/parser/parse_func.c
@@ -2489,6 +2489,9 @@ check_srf_call_placement(ParseState *pstate, Node *last_srf, int location)
 			/* okay, since we process this like a SELECT tlist */
 			pstate->p_hasTargetSRFs = true;
 			break;
+		case EXPR_KIND_MERGE_WHEN_AND:
+			err = _("set-returning functions are not allowed in WHEN AND conditions");
+			break;
 		case EXPR_KIND_CHECK_CONSTRAINT:
 		case EXPR_KIND_DOMAIN_CHECK:
 			err = _("set-returning functions are not allowed in check constraints");
diff --git a/src/backend/parser/parse_merge.c b/src/backend/parser/parse_merge.c
new file mode 100644
index 0000000000..673d306bdf
--- /dev/null
+++ b/src/backend/parser/parse_merge.c
@@ -0,0 +1,648 @@
+/*-------------------------------------------------------------------------
+ *
+ * parse_merge.c
+ *	  handle merge-statement in parser
+ *
+ * Portions Copyright (c) 1996-2018, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ *
+ * IDENTIFICATION
+ *	  src/backend/parser/parse_merge.c
+ *
+ *-------------------------------------------------------------------------
+ */
+
+#include "postgres.h"
+
+#include "miscadmin.h"
+
+#include "access/sysattr.h"
+#include "nodes/makefuncs.h"
+#include "parser/analyze.h"
+#include "parser/parse_collate.h"
+#include "parser/parsetree.h"
+#include "parser/parser.h"
+#include "parser/parse_clause.h"
+#include "parser/parse_cte.h"
+#include "parser/parse_merge.h"
+#include "parser/parse_relation.h"
+#include "parser/parse_target.h"
+#include "utils/rel.h"
+#include "utils/relcache.h"
+
+static int	transformMergeJoinClause(ParseState *pstate, Node *merge,
+									 List **mergeSourceTargetList);
+static void setNamespaceForMergeWhen(ParseState *pstate,
+									 MergeWhenClause *mergeWhenClause);
+static void setNamespaceVisibilityForRTE(List *namespace, RangeTblEntry *rte,
+										 bool rel_visible,
+										 bool cols_visible);
+static List *expandSourceTL(ParseState *pstate, ParseNamespaceItem *nsitem,
+							int sublevels_up, int location);
+
+/*
+ *	Special handling for MERGE statement is required because we assemble
+ *	the query manually. This is similar to setTargetTable() followed
+ *	by transformFromClause() but with a few less steps.
+ *
+ *	Process the FROM clause and add items to the query's range table,
+ *	joinlist, and namespace.
+ *
+ *	A special targetlist comprising of the columns from the right-subtree of
+ *	the join is populated and returned. Note that when the JoinExpr is
+ *	setup by transformMergeStmt, the left subtree has the target result
+ *	relation and the right subtree has the source relation.
+ *
+ *	Returns the rangetable index of the target relation.
+ */
+static int
+transformMergeJoinClause(ParseState *pstate, Node *merge,
+						 List **mergeSourceTargetList)
+{
+	ParseNamespaceItem *top_nsitem;
+	ParseNamespaceItem *right_nsitem;
+	List	   *namespace;
+	Node	   *n;
+	int			mergeTarget_relation = list_length(pstate->p_rtable) + 1;
+	Var		   *var;
+	TargetEntry *te;
+
+	n = transformFromClauseItem(pstate, merge,
+								&top_nsitem,
+								&right_nsitem,
+								&namespace);
+
+	pstate->p_joinlist = list_make1(n);
+
+	/*
+	 * We created an internal join between the target and the source relation
+	 * to carry out the MERGE actions. Normally such an unaliased join hides
+	 * the joining relations, unless the column references are qualified.
+	 * Also, any unqualified column references are resolved to the Join RTE,
+	 * if there is a matching entry in the targetlist. But the way MERGE
+	 * execution is later setup, we expect all column references to resolve to
+	 * either the source or the target relation. Hence we must not add the
+	 * Join RTE to the namespace.
+	 *
+	 * The last entry must be for the top-level Join RTE. We don't want to
+	 * resolve any references to the Join RTE. So discard that.
+	 *
+	 * We also do not want to resolve any references from the leftside of the
+	 * Join since that corresponds to the target relation. References to the
+	 * columns of the target relation must be resolved from the result
+	 * relation and not the one that is used in the join. So the
+	 * mergeTarget_relation is marked invisible to both qualified as well as
+	 * unqualified references.
+	 */
+	Assert(list_length(namespace) > 1);
+	namespace = list_truncate(namespace, list_length(namespace) - 1);
+	pstate->p_namespace = list_concat(pstate->p_namespace, namespace);
+
+	setNamespaceVisibilityForRTE(pstate->p_namespace,
+								 rt_fetch(mergeTarget_relation, pstate->p_rtable), false, false);
+
+	/*
+	 * Expand the right relation and add its columns to the
+	 * mergeSourceTargetList. Note that the right relation can either be a
+	 * plain relation or a subquery or anything that can have a
+	 * RangeTableEntry.
+	 */
+	*mergeSourceTargetList = expandSourceTL(pstate, right_nsitem, 0, -1);
+
+	/*
+	 * Add a whole-row-Var entry to support references to "source.*".
+	 */
+	var = makeWholeRowVar(right_nsitem->p_rte, right_nsitem->p_rtindex, 0, false);
+	te = makeTargetEntry((Expr *) var, list_length(*mergeSourceTargetList) + 1,
+						 NULL, true);
+	*mergeSourceTargetList = lappend(*mergeSourceTargetList, te);
+
+	return mergeTarget_relation;
+}
+
+/*
+ * Make appropriate changes to the namespace visibility while transforming
+ * individual action's quals and targetlist expressions. In particular, for
+ * INSERT actions we must only see the source relation (since INSERT action is
+ * invoked for NOT MATCHED tuples and hence there is no target tuple to deal
+ * with). On the other hand, UPDATE and DELETE actions can see both source and
+ * target relations.
+ *
+ * Also, since the internal Join node can hide the source and target
+ * relations, we must explicitly make the respective relation as visible so
+ * that columns can be referenced unqualified from these relations.
+ */
+static void
+setNamespaceForMergeWhen(ParseState *pstate, MergeWhenClause *mergeWhenClause)
+{
+	RangeTblEntry *targetRelRTE,
+			   *sourceRelRTE;
+
+	/* Assume target relation is at index 1 */
+	targetRelRTE = rt_fetch(1, pstate->p_rtable);
+
+	/*
+	 * Assume that the top-level join RTE is at the end. The source relation
+	 * is just before that.
+	 */
+	sourceRelRTE = rt_fetch(list_length(pstate->p_rtable) - 1, pstate->p_rtable);
+
+	switch (mergeWhenClause->commandType)
+	{
+		case CMD_INSERT:
+
+			/*
+			 * Inserts can't see target relation, but they can see source
+			 * relation.
+			 */
+			setNamespaceVisibilityForRTE(pstate->p_namespace,
+										 targetRelRTE, false, false);
+			setNamespaceVisibilityForRTE(pstate->p_namespace,
+										 sourceRelRTE, true, true);
+			break;
+
+		case CMD_UPDATE:
+		case CMD_DELETE:
+
+			/*
+			 * Updates and deletes can see both target and source relations.
+			 */
+			setNamespaceVisibilityForRTE(pstate->p_namespace,
+										 targetRelRTE, true, true);
+			setNamespaceVisibilityForRTE(pstate->p_namespace,
+										 sourceRelRTE, true, true);
+			break;
+
+		case CMD_NOTHING:
+			break;
+		default:
+			elog(ERROR, "unknown action in MERGE WHEN clause");
+	}
+}
+
+/*
+ * transformMergeStmt -
+ *	  transforms a MERGE statement
+ */
+Query *
+transformMergeStmt(ParseState *pstate, MergeStmt *stmt)
+{
+	Query	   *qry = makeNode(Query);
+	ListCell   *l;
+	AclMode		targetPerms = ACL_NO_RIGHTS;
+	bool		is_terminal[2];
+	JoinExpr   *joinexpr;
+	RangeTblEntry *resultRelRTE,
+			   *mergeRelRTE;
+	List	   *mergeActionList;
+
+	/* There can't be any outer WITH to worry about */
+	Assert(pstate->p_ctenamespace == NIL);
+
+	qry->commandType = CMD_MERGE;
+	qry->hasRecursive = false;
+
+	/* process the WITH clause independently of all else */
+	if (stmt->withClause)
+	{
+		if (stmt->withClause->recursive)
+			ereport(ERROR,
+					(errcode(ERRCODE_SYNTAX_ERROR),
+					 errmsg("WITH RECURSIVE is not supported for MERGE statement")));
+
+		qry->cteList = transformWithClause(pstate, stmt->withClause);
+		qry->hasModifyingCTE = pstate->p_hasModifyingCTE;
+	}
+
+	/*
+	 * Check WHEN clauses for permissions and sanity
+	 */
+	is_terminal[0] = false;
+	is_terminal[1] = false;
+	foreach(l, stmt->mergeWhenClauses)
+	{
+		MergeWhenClause *mergeWhenClause = (MergeWhenClause *) lfirst(l);
+		int			when_type = (mergeWhenClause->matched ? 0 : 1);
+
+		/*
+		 * Collect action types so we can check Target permissions
+		 */
+		switch (mergeWhenClause->commandType)
+		{
+			case CMD_INSERT:
+				targetPerms |= ACL_INSERT;
+				break;
+			case CMD_UPDATE:
+				targetPerms |= ACL_UPDATE;
+				break;
+			case CMD_DELETE:
+				targetPerms |= ACL_DELETE;
+				break;
+			case CMD_NOTHING:
+				break;
+			default:
+				elog(ERROR, "unknown action in MERGE WHEN clause");
+		}
+
+		/*
+		 * Check for unreachable WHEN clauses
+		 */
+		if (mergeWhenClause->condition == NULL)
+			is_terminal[when_type] = true;
+		else if (is_terminal[when_type])
+			ereport(ERROR,
+					(errcode(ERRCODE_SYNTAX_ERROR),
+					 errmsg("unreachable WHEN clause specified after unconditional WHEN clause")));
+	}
+
+	/*
+	 * Construct a query of the form SELECT relation.ctid	--junk attribute
+	 * ,relation.tableoid	--junk attribute ,source_relation.<somecols>
+	 * ,relation.<somecols> FROM relation RIGHT JOIN source_relation ON
+	 * join_condition; -- no WHERE clause - all conditions are applied in
+	 * executor
+	 *
+	 * stmt->relation is the target relation, given as a RangeVar
+	 * stmt->source_relation is a RangeVar or subquery
+	 *
+	 * We specify the join as a RIGHT JOIN as a simple way of forcing the
+	 * first (larg) RTE to refer to the target table.
+	 *
+	 * The MERGE query's join can be tuned in some cases, see below for these
+	 * special case tweaks.
+	 *
+	 * We set QSRC_PARSER to show query constructed in parse analysis
+	 *
+	 * Note that we have only one Query for a MERGE statement and the planner
+	 * is called only once. That query is executed once to produce our stream
+	 * of candidate change rows, so the query must contain all of the columns
+	 * required by each of the targetlist or conditions for each action.
+	 *
+	 * As top-level statements INSERT, UPDATE and DELETE have a Query, whereas
+	 * with MERGE the individual actions do not require separate planning,
+	 * only different handling in the executor. See nodeModifyTable handling
+	 * of commandType CMD_MERGE.
+	 *
+	 * A sub-query can include the Target, but otherwise the sub-query cannot
+	 * reference the outermost Target table at all.
+	 */
+	qry->querySource = QSRC_PARSER;
+
+	/*
+	 * Setup the target table. Unlike regular UPDATE/DELETE, we don't expand
+	 * inheritance for the target relation in case of MERGE.
+	 *
+	 * This special arrangement is required for handling partitioned tables
+	 * because we perform an JOIN between the target and the source relation
+	 * to identify the matching and not-matching rows. If we take the usual
+	 * path of expanding the target table's inheritance and create one subplan
+	 * per partition, then we we won't be able to correctly identify the
+	 * matching and not-matching rows since for a given source row, there may
+	 * not be a matching row in one partition, but it may exists in some other
+	 * partition. So we must first append all the qualifying rows from all the
+	 * partitions and then do the matching.
+	 *
+	 * Once a target row is returned by the underlying join, we find the
+	 * correct partition and setup required state to carry out UPDATE/DELETE.
+	 * All of this happens during execution.
+	 */
+	qry->resultRelation = setTargetTable(pstate, stmt->relation,
+										 false, /* do not expand inheritance */
+										 true, targetPerms);
+
+	/*
+	 * Create a JOIN between the target and the source relation.
+	 */
+	joinexpr = makeNode(JoinExpr);
+	joinexpr->isNatural = false;
+	joinexpr->alias = NULL;
+	joinexpr->usingClause = NIL;
+	joinexpr->quals = stmt->join_condition;
+	joinexpr->larg = (Node *) stmt->relation;
+	joinexpr->rarg = (Node *) stmt->source_relation;
+
+	/*
+	 * Simplify the MERGE query as much as possible
+	 *
+	 * These seem like things that could go into Optimizer, but they are
+	 * semantic simplifications rather than optimizations, per se.
+	 *
+	 * If there are no INSERT actions we won't be using the non-matching
+	 * candidate rows for anything, so no need for an outer join. We do still
+	 * need an inner join for UPDATE and DELETE actions.
+	 */
+	if (targetPerms & ACL_INSERT)
+		joinexpr->jointype = JOIN_RIGHT;
+	else
+		joinexpr->jointype = JOIN_INNER;
+
+	/*
+	 * We use a special purpose transformation here because the normal
+	 * routines don't quite work right for the MERGE case.
+	 *
+	 * A special mergeSourceTargetList is setup by transformMergeJoinClause().
+	 * It refers to all the attributes provided by the source relation. This
+	 * is later used by set_plan_refs() to fix the UPDATE/INSERT target lists
+	 * to so that they can correctly fetch the attributes from the source
+	 * relation.
+	 *
+	 * The target relation when used in the underlying join, gets a new RTE
+	 * with rte->inh set to true. We remember this RTE (and later pass on to
+	 * the planner and executor) for two main reasons:
+	 *
+	 * 1. If we ever need to run EvalPlanQual while performing MERGE, we must
+	 * make the modified tuple available to the underlying join query, which
+	 * is using a different RTE from the resultRelation RTE.
+	 *
+	 * 2. rewriteTargetListMerge() requires the RTE of the underlying join in
+	 * order to add junk CTID and TABLEOID attributes.
+	 */
+	qry->mergeTarget_relation = transformMergeJoinClause(pstate, (Node *) joinexpr,
+														 &qry->mergeSourceTargetList);
+
+	/*
+	 * The target table referenced in the MERGE is looked up twice; once while
+	 * setting it up as the result relation and again when it's used in the
+	 * underlying the join query. In some rare situations, it may happen that
+	 * these lookups return different results, for example, if a new relation
+	 * with the same name gets created in a schema which is ahead in the
+	 * search_path, in between the two lookups.
+	 *
+	 * It's a very narrow case, but nevertheless we guard against it by simply
+	 * checking if the OIDs returned by the two lookups is the same. If not,
+	 * we just throw an error.
+	 */
+	Assert(qry->resultRelation > 0);
+	Assert(qry->mergeTarget_relation > 0);
+
+	/* Fetch both the RTEs */
+	resultRelRTE = rt_fetch(qry->resultRelation, pstate->p_rtable);
+	mergeRelRTE = rt_fetch(qry->mergeTarget_relation, pstate->p_rtable);
+
+	if (resultRelRTE->relid != mergeRelRTE->relid)
+		ereport(ERROR,
+				(errcode(ERRCODE_OBJECT_NOT_IN_PREREQUISITE_STATE),
+				 errmsg("relation referenced by MERGE statement has changed")));
+
+	/*
+	 * This query should just provide the source relation columns. Later, in
+	 * preprocess_targetlist(), we shall also add "ctid" attribute of the
+	 * target relation to ensure that the target tuple can be fetched
+	 * correctly.
+	 */
+	qry->targetList = qry->mergeSourceTargetList;
+
+	/* qry has no WHERE clause so absent quals are shown as NULL */
+	qry->jointree = makeFromExpr(pstate->p_joinlist, NULL);
+	qry->rtable = pstate->p_rtable;
+
+	/*
+	 * XXX MERGE is unsupported in various cases
+	 */
+	if (!(pstate->p_target_relation->rd_rel->relkind == RELKIND_RELATION ||
+		  pstate->p_target_relation->rd_rel->relkind == RELKIND_PARTITIONED_TABLE))
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("MERGE is not supported for this relation type")));
+
+	if (pstate->p_target_relation->rd_rel->relkind != RELKIND_PARTITIONED_TABLE &&
+		pstate->p_target_relation->rd_rel->relhassubclass)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("MERGE is not supported for relations with inheritance")));
+
+	if (pstate->p_target_relation->rd_rel->relhasrules)
+		ereport(ERROR,
+				(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+				 errmsg("MERGE is not supported for relations with rules")));
+
+	/*
+	 * We now have a good query shape, so now look at the when conditions and
+	 * action targetlists.
+	 *
+	 * Overall, the MERGE Query's targetlist is NIL.
+	 *
+	 * Each individual action has its own targetlist that needs separate
+	 * transformation. These transforms don't do anything to the overall
+	 * targetlist, since that is only used for resjunk columns.
+	 *
+	 * We can reference any column in Target or Source, which is OK because
+	 * both of those already have RTEs. There is nothing like the EXCLUDED
+	 * pseudo-relation for INSERT ON CONFLICT.
+	 */
+	mergeActionList = NIL;
+	foreach(l, stmt->mergeWhenClauses)
+	{
+		MergeWhenClause *mergeWhenClause = (MergeWhenClause *) lfirst(l);
+		MergeAction *action = makeNode(MergeAction);
+
+		action->commandType = mergeWhenClause->commandType;
+		action->matched = mergeWhenClause->matched;
+
+		/*
+		 * Set namespace for the specific action. This must be done before
+		 * analyzing the WHEN quals and the action targetlisst.
+		 */
+		setNamespaceForMergeWhen(pstate, mergeWhenClause);
+
+		/*
+		 * Transform the when condition.
+		 *
+		 * Note that these quals are NOT added to the join quals; instead they
+		 * are evaluated separately during execution to decide which of the
+		 * WHEN MATCHED or WHEN NOT MATCHED actions to execute.
+		 */
+		action->qual = transformWhereClause(pstate, mergeWhenClause->condition,
+											EXPR_KIND_MERGE_WHEN_AND, "WHEN");
+
+		/*
+		 * Transform target lists for each INSERT and UPDATE action stmt
+		 */
+		switch (action->commandType)
+		{
+			case CMD_INSERT:
+				{
+					List	   *exprList = NIL;
+					ListCell   *lc;
+					RangeTblEntry *rte;
+					ListCell   *icols;
+					ListCell   *attnos;
+					List	   *icolumns;
+					List	   *attrnos;
+
+					pstate->p_is_insert = true;
+
+					icolumns = checkInsertTargets(pstate,
+												  mergeWhenClause->cols,
+												  &attrnos);
+					Assert(list_length(icolumns) == list_length(attrnos));
+
+					action->override = mergeWhenClause->override;
+
+					/*
+					 * Handle INSERT much like in transformInsertStmt
+					 */
+					if (mergeWhenClause->values == NIL)
+					{
+						/*
+						 * We have INSERT ... DEFAULT VALUES.  We can handle
+						 * this case by emitting an empty targetlist --- all
+						 * columns will be defaulted when the planner expands
+						 * the targetlist.
+						 */
+						exprList = NIL;
+					}
+					else
+					{
+						/*
+						 * Process INSERT ... VALUES with a single VALUES
+						 * sublist.  We treat this case separately for
+						 * efficiency.  The sublist is just computed directly
+						 * as the Query's targetlist, with no VALUES RTE.  So
+						 * it works just like a SELECT without any FROM.
+						 */
+
+						/*
+						 * Do basic expression transformation (same as a ROW()
+						 * expr, but allow SetToDefault at top level)
+						 */
+						exprList = transformExpressionList(pstate,
+														   mergeWhenClause->values,
+														   EXPR_KIND_VALUES_SINGLE,
+														   true);
+
+						/* Prepare row for assignment to target table */
+						exprList = transformInsertRow(pstate, exprList,
+													  mergeWhenClause->cols,
+													  icolumns, attrnos,
+													  false);
+					}
+
+					/*
+					 * Generate action's target list using the computed list
+					 * of expressions. Also, mark all the target columns as
+					 * needing insert permissions.
+					 */
+					rte = pstate->p_target_nsitem->p_rte;
+					icols = list_head(icolumns);
+					attnos = list_head(attrnos);
+					foreach(lc, exprList)
+					{
+						Expr	   *expr = (Expr *) lfirst(lc);
+						ResTarget  *col;
+						AttrNumber	attr_num;
+						TargetEntry *tle;
+
+						col = lfirst_node(ResTarget, icols);
+						attr_num = (AttrNumber) lfirst_int(attnos);
+
+						tle = makeTargetEntry(expr,
+											  attr_num,
+											  col->name,
+											  false);
+						action->targetList = lappend(action->targetList, tle);
+
+						rte->insertedCols = bms_add_member(rte->insertedCols,
+														   attr_num - FirstLowInvalidHeapAttributeNumber);
+
+						icols = lnext(icolumns, icols);
+						attnos = lnext(attrnos, attnos);
+					}
+				}
+				break;
+			case CMD_UPDATE:
+				{
+					pstate->p_is_insert = false;
+					action->targetList = transformUpdateTargetList(pstate,
+																   mergeWhenClause->targetList);
+				}
+				break;
+			case CMD_DELETE:
+				break;
+
+			case CMD_NOTHING:
+				action->targetList = NIL;
+				break;
+			default:
+				elog(ERROR, "unknown action in MERGE WHEN clause");
+		}
+
+		mergeActionList = lappend(mergeActionList, action);
+	}
+
+	qry->mergeActionList = mergeActionList;
+
+	/* XXX maybe later */
+	qry->returningList = NULL;
+
+	qry->hasTargetSRFs = false;
+	qry->hasSubLinks = pstate->p_hasSubLinks;
+
+	assign_query_collations(pstate, qry);
+
+	return qry;
+}
+
+static void
+setNamespaceVisibilityForRTE(List *namespace, RangeTblEntry *rte,
+							 bool rel_visible,
+							 bool cols_visible)
+{
+	ListCell   *lc;
+
+	foreach(lc, namespace)
+	{
+		ParseNamespaceItem *nsitem = (ParseNamespaceItem *) lfirst(lc);
+
+		if (nsitem->p_rte == rte)
+		{
+			nsitem->p_rel_visible = rel_visible;
+			nsitem->p_cols_visible = cols_visible;
+			break;
+		}
+	}
+
+}
+
+/*
+ * Expand the source relation to include all attributes of this RTE.
+ *
+ * This function is very similar to expandNSItemAttrs except that we don't mark
+ * columns for SELECT privileges. That will be decided later when we transform
+ * the action targetlists and the WHEN quals for actual references to the
+ * source relation.
+ */
+static List *
+expandSourceTL(ParseState *pstate, ParseNamespaceItem *nsitem,
+			   int sublevels_up, int location)
+{
+	RangeTblEntry *rte = nsitem->p_rte;
+	List	   *names,
+			   *vars;
+	ListCell   *name,
+			   *var;
+	List	   *te_list = NIL;
+
+	vars = expandNSItemVars(nsitem, sublevels_up, location, &names);
+
+	/* Require read access to the table. */
+	rte->requiredPerms |= ACL_SELECT;
+
+	forboth(name, names, var, vars)
+	{
+		char	   *label = strVal(lfirst(name));
+		Var		   *varnode = (Var *) lfirst(var);
+		TargetEntry *te;
+
+		te = makeTargetEntry((Expr *) varnode,
+							 (AttrNumber) pstate->p_next_resno++,
+							 label,
+							 false);
+		te_list = lappend(te_list, te);
+	}
+
+	Assert(name == NULL && var == NULL);	/* lists not the same length? */
+
+	return te_list;
+}
diff --git a/src/backend/parser/parse_relation.c b/src/backend/parser/parse_relation.c
index e490043cf5..dcce6d8cff 100644
--- a/src/backend/parser/parse_relation.c
+++ b/src/backend/parser/parse_relation.c
@@ -700,6 +700,18 @@ scanNSItemForColumn(ParseState *pstate, ParseNamespaceItem *nsitem,
 						colname),
 				 parser_errposition(pstate, location)));
 
+	/*
+	 * In MERGE WHEN AND condition, no system column is allowed except
+	 * tableOid
+	 */
+	if (pstate->p_expr_kind == EXPR_KIND_MERGE_WHEN_AND &&
+		attnum < InvalidAttrNumber && attnum != TableOidAttributeNumber)
+		ereport(ERROR,
+				(errcode(ERRCODE_INVALID_COLUMN_REFERENCE),
+				 errmsg("cannot use system column \"%s\" in WHEN AND condition",
+						colname),
+				 parser_errposition(pstate, location)));
+
 	/* Found a valid match, so build a Var */
 	if (attnum > InvalidAttrNumber)
 	{
diff --git a/src/backend/replication/walsender.c b/src/backend/replication/walsender.c
index fe0d368a35..d59f4fde95 100644
--- a/src/backend/replication/walsender.c
+++ b/src/backend/replication/walsender.c
@@ -1198,7 +1198,7 @@ StartLogicalReplication(StartReplicationCmd *cmd)
 
 	/* Also update the sent position status in shared memory */
 	SpinLockAcquire(&MyWalSnd->mutex);
-	MyWalSnd->sentPtr = MyReplicationSlot->data.restart_lsn;
+	MyWalSnd->sentPtr = MyReplicationSlot->data.confirmed_flush;
 	SpinLockRelease(&MyWalSnd->mutex);
 
 	replication_active = true;
@@ -2930,7 +2930,8 @@ WalSndDone(WalSndSendDataCallback send_data)
 	replicatedPtr = XLogRecPtrIsInvalid(MyWalSnd->flush) ?
 		MyWalSnd->write : MyWalSnd->flush;
 
-	if (WalSndCaughtUp && sentPtr == replicatedPtr &&
+	if (WalSndCaughtUp &&
+		sentPtr == replicatedPtr &&
 		!pq_is_send_pending())
 	{
 		QueryCompletion qc;
diff --git a/src/backend/rewrite/rewriteHandler.c b/src/backend/rewrite/rewriteHandler.c
index 0c7508a0d8..e2706c181c 100644
--- a/src/backend/rewrite/rewriteHandler.c
+++ b/src/backend/rewrite/rewriteHandler.c
@@ -1690,6 +1690,54 @@ rewriteTargetListUD(Query *parsetree, RangeTblEntry *target_rte,
 	}
 }
 
+void
+rewriteTargetListMerge(Query *parsetree, Relation target_relation)
+{
+	Var		   *var = NULL;
+	TargetEntry *tle;
+
+	Assert(target_relation->rd_rel->relkind == RELKIND_RELATION ||
+		   target_relation->rd_rel->relkind == RELKIND_MATVIEW ||
+		   target_relation->rd_rel->relkind == RELKIND_PARTITIONED_TABLE);
+
+	/*
+	 * Emit CTID so that executor can find the row to update or delete.
+	 */
+	var = makeVar(parsetree->mergeTarget_relation,
+				  SelfItemPointerAttributeNumber,
+				  TIDOID,
+				  -1,
+				  InvalidOid,
+				  0);
+
+	tle = makeTargetEntry((Expr *) var,
+						  list_length(parsetree->targetList) + 1,
+						  pstrdup("ctid"),
+						  true);
+
+	parsetree->targetList = lappend(parsetree->targetList, tle);
+
+	/*
+	 * If we are dealing with partitioned table, then emit a wholerow junk
+	 * attribute so that executor can find the partition the row belongs to.
+	 */
+	if (target_relation->rd_rel->relkind == RELKIND_PARTITIONED_TABLE)
+	{
+		var = makeWholeRowVar(rt_fetch(parsetree->mergeTarget_relation,
+									   parsetree->rtable),
+							  parsetree->mergeTarget_relation,
+							  0,
+							  false);
+
+		tle = makeTargetEntry((Expr *) var,
+							  list_length(parsetree->targetList) + 1,
+							  pstrdup("wholerow"),
+							  true);
+
+		parsetree->targetList = lappend(parsetree->targetList, tle);
+	}
+}
+
 /*
  * Record in target_rte->extraUpdatedCols the indexes of any generated columns
  * that depend on any columns mentioned in target_rte->updatedCols.
@@ -1726,7 +1774,6 @@ fill_extraUpdatedCols(RangeTblEntry *target_rte, Relation target_relation)
 	}
 }
 
-
 /*
  * matchLocks -
  *	  match the list of locks and returns the matching rules
@@ -3838,6 +3885,7 @@ RewriteQuery(Query *parsetree, List *rewrite_events)
 		}
 		else if (event == CMD_UPDATE)
 		{
+			Assert(parsetree->override == OVERRIDING_NOT_SET);
 			parsetree->targetList =
 				rewriteTargetListIU(parsetree->targetList,
 									parsetree->commandType,
@@ -3849,6 +3897,39 @@ RewriteQuery(Query *parsetree, List *rewrite_events)
 			/* Also populate extraUpdatedCols (for generated columns) */
 			fill_extraUpdatedCols(rt_entry, rt_entry_relation);
 		}
+		else if (event == CMD_MERGE)
+		{
+			Assert(parsetree->override == OVERRIDING_NOT_SET);
+
+			/*
+			 * Rewrite each action targetlist separately
+			 */
+			foreach(lc1, parsetree->mergeActionList)
+			{
+				MergeAction *action = (MergeAction *) lfirst(lc1);
+
+				switch (action->commandType)
+				{
+					case CMD_NOTHING:
+					case CMD_DELETE:	/* Nothing to do here */
+						break;
+					case CMD_UPDATE:
+					case CMD_INSERT:
+						/* XXX is it possible to have a VALUES clause? */
+						action->targetList =
+							rewriteTargetListIU(action->targetList,
+												action->commandType,
+												action->override,
+												rt_entry_relation,
+												parsetree->resultRelation,
+												NULL, 0, NULL);
+						break;
+					default:
+						elog(ERROR, "unrecognized commandType: %d", action->commandType);
+						break;
+				}
+			}
+		}
 		else if (event == CMD_DELETE)
 		{
 			/* Nothing to do here */
@@ -3862,13 +3943,20 @@ RewriteQuery(Query *parsetree, List *rewrite_events)
 		locks = matchLocks(event, rt_entry_relation->rd_rules,
 						   result_relation, parsetree, &hasUpdate);
 
-		product_queries = fireRules(parsetree,
-									result_relation,
-									event,
-									locks,
-									&instead,
-									&returning,
-									&qual_product);
+		/*
+		 * XXX MERGE doesn't support write rules because they would violate
+		 * the SQL Standard spec and would be unclear how they should work.
+		 */
+		if (event == CMD_MERGE)
+			product_queries = NIL;
+		else
+			product_queries = fireRules(parsetree,
+										result_relation,
+										event,
+										locks,
+										&instead,
+										&returning,
+										&qual_product);
 
 		/*
 		 * If we have a VALUES RTE with any remaining untouched DEFAULT items,
diff --git a/src/backend/rewrite/rowsecurity.c b/src/backend/rewrite/rowsecurity.c
index fc26cb23a2..c9cc5b0481 100644
--- a/src/backend/rewrite/rowsecurity.c
+++ b/src/backend/rewrite/rowsecurity.c
@@ -380,6 +380,95 @@ get_row_security_policies(Query *root, RangeTblEntry *rte, int rt_index,
 		}
 	}
 
+	/*
+	 * FOR MERGE, we fetch policies for UPDATE, DELETE and INSERT (and ALL)
+	 * and set them up so that we can enforce the appropriate policy depending
+	 * on the final action we take.
+	 *
+	 * We don't fetch the SELECT policies since they are correctly applied to
+	 * the root->mergeTarget_relation. The target rows are selected after
+	 * joining the mergeTarget_relation and the source relation and hence it's
+	 * enough to apply SELECT policies to the mergeTarget_relation.
+	 *
+	 * We don't push the UPDATE/DELETE USING quals to the RTE because we don't
+	 * really want to apply them while scanning the relation since we don't
+	 * know whether we will be doing a UPDATE or a DELETE at the end. We apply
+	 * the respective policy once we decide the final action on the target
+	 * tuple.
+	 *
+	 * XXX We are setting up USING quals as WITH CHECK. If RLS prohibits
+	 * UPDATE/DELETE on the target row, we shall throw an error instead of
+	 * silently ignoring the row. This is different than how normal
+	 * UPDATE/DELETE works and more in line with INSERT ON CONFLICT DO UPDATE
+	 * handling.
+	 */
+	if (commandType == CMD_MERGE)
+	{
+		List	   *merge_permissive_policies;
+		List	   *merge_restrictive_policies;
+
+		/*
+		 * Fetch the UPDATE policies and set them up to execute on the
+		 * existing target row before doing UPDATE.
+		 */
+		get_policies_for_relation(rel, CMD_UPDATE, user_id,
+								  &merge_permissive_policies,
+								  &merge_restrictive_policies);
+
+		/*
+		 * WCO_RLS_MERGE_UPDATE_CHECK is used to check UPDATE USING quals on
+		 * the existing target row.
+		 */
+		add_with_check_options(rel, rt_index,
+							   WCO_RLS_MERGE_UPDATE_CHECK,
+							   merge_permissive_policies,
+							   merge_restrictive_policies,
+							   withCheckOptions,
+							   hasSubLinks,
+							   true);
+
+		/*
+		 * Same with DELETE policies.
+		 */
+		get_policies_for_relation(rel, CMD_DELETE, user_id,
+								  &merge_permissive_policies,
+								  &merge_restrictive_policies);
+
+		add_with_check_options(rel, rt_index,
+							   WCO_RLS_MERGE_DELETE_CHECK,
+							   merge_permissive_policies,
+							   merge_restrictive_policies,
+							   withCheckOptions,
+							   hasSubLinks,
+							   true);
+
+		/*
+		 * No special handling is required for INSERT policies. They will be
+		 * checked and enforced during ExecInsert(). But we must add them to
+		 * withCheckOptions.
+		 */
+		get_policies_for_relation(rel, CMD_INSERT, user_id,
+								  &merge_permissive_policies,
+								  &merge_restrictive_policies);
+
+		add_with_check_options(rel, rt_index,
+							   WCO_RLS_INSERT_CHECK,
+							   merge_permissive_policies,
+							   merge_restrictive_policies,
+							   withCheckOptions,
+							   hasSubLinks,
+							   false);
+
+		/* Enforce the WITH CHECK clauses of the UPDATE policies */
+		add_with_check_options(rel, rt_index,
+							   WCO_RLS_UPDATE_CHECK,
+							   merge_permissive_policies,
+							   merge_restrictive_policies,
+							   withCheckOptions,
+							   hasSubLinks,
+							   false);
+	}
+
 	table_close(rel, NoLock);
 
 	/*
@@ -444,6 +533,14 @@ get_policies_for_relation(Relation relation, CmdType cmd, Oid user_id,
 					if (policy->polcmd == ACL_DELETE_CHR)
 						cmd_matches = true;
 					break;
+				case CMD_MERGE:
+
+					/*
+					 * We do not support a separate policy for MERGE command.
+					 * Instead it derives from the policies defined for other
+					 * commands.
+					 */
+					break;
 				default:
 					elog(ERROR, "unrecognized policy command type %d",
 						 (int) cmd);
diff --git a/src/backend/tcop/pquery.c b/src/backend/tcop/pquery.c
index 579b37a9c6..abc2ad48aa 100644
--- a/src/backend/tcop/pquery.c
+++ b/src/backend/tcop/pquery.c
@@ -178,6 +178,9 @@ ProcessQuery(PlannedStmt *plan,
 			case CMD_DELETE:
 				SetQueryCompletion(qc, CMDTAG_DELETE, queryDesc->estate->es_processed);
 				break;
+			case CMD_MERGE:
+				SetQueryCompletion(qc, CMDTAG_MERGE, queryDesc->estate->es_processed);
+				break;
 			default:
 				SetQueryCompletion(qc, CMDTAG_UNKNOWN, queryDesc->estate->es_processed);
 				break;
diff --git a/src/backend/tcop/utility.c b/src/backend/tcop/utility.c
index 53a511f1da..05ce2741e6 100644
--- a/src/backend/tcop/utility.c
+++ b/src/backend/tcop/utility.c
@@ -112,6 +112,7 @@ CommandIsReadOnly(PlannedStmt *pstmt)
 		case CMD_UPDATE:
 		case CMD_INSERT:
 		case CMD_DELETE:
+		case CMD_MERGE:
 			return false;
 		case CMD_UTILITY:
 			/* For now, treat all utility commands as read/write */
@@ -2068,6 +2069,8 @@ QueryReturnsTuples(Query *parsetree)
 		case CMD_SELECT:
 			/* returns tuples */
 			return true;
+		case CMD_MERGE:
+			return false;
 		case CMD_INSERT:
 		case CMD_UPDATE:
 		case CMD_DELETE:
@@ -2309,6 +2312,10 @@ CreateCommandTag(Node *parsetree)
 			tag = CMDTAG_UPDATE;
 			break;
 
+		case T_MergeStmt:
+			tag = CMDTAG_MERGE;
+			break;
+
 		case T_SelectStmt:
 			tag = CMDTAG_SELECT;
 			break;
@@ -3067,6 +3074,9 @@ CreateCommandTag(Node *parsetree)
 					case CMD_DELETE:
 						tag = CMDTAG_DELETE;
 						break;
+					case CMD_MERGE:
+						tag = CMDTAG_MERGE;
+						break;
 					case CMD_UTILITY:
 						tag = CreateCommandTag(stmt->utilityStmt);
 						break;
@@ -3127,6 +3137,9 @@ CreateCommandTag(Node *parsetree)
 					case CMD_DELETE:
 						tag = CMDTAG_DELETE;
 						break;
+					case CMD_MERGE:
+						tag = CMDTAG_MERGE;
+						break;
 					case CMD_UTILITY:
 						tag = CreateCommandTag(stmt->utilityStmt);
 						break;
@@ -3175,6 +3188,7 @@ GetCommandLogLevel(Node *parsetree)
 		case T_InsertStmt:
 		case T_DeleteStmt:
 		case T_UpdateStmt:
+		case T_MergeStmt:
 			lev = LOGSTMT_MOD;
 			break;
 
@@ -3622,6 +3636,7 @@ GetCommandLogLevel(Node *parsetree)
 					case CMD_UPDATE:
 					case CMD_INSERT:
 					case CMD_DELETE:
+					case CMD_MERGE:
 						lev = LOGSTMT_MOD;
 						break;
 
@@ -3652,6 +3667,7 @@ GetCommandLogLevel(Node *parsetree)
 					case CMD_UPDATE:
 					case CMD_INSERT:
 					case CMD_DELETE:
+					case CMD_MERGE:
 						lev = LOGSTMT_MOD;
 						break;
 
diff --git a/src/backend/utils/adt/varlena.c b/src/backend/utils/adt/varlena.c
index 4838bfb4ff..0281351dcf 100644
--- a/src/backend/utils/adt/varlena.c
+++ b/src/backend/utils/adt/varlena.c
@@ -2312,6 +2312,11 @@ varstrfastcmp_locale(char *a1p, int len1, char *a2p, int len2, SortSupport ssup)
 	int			result;
 	bool		arg1_match;
 
+	if (len1 < 0 || len2 < 0)
+		ereport(ERROR,
+				(errcode(ERRCODE_DATA_CORRUPTED),
+				 errmsg("invalid string length")));
+
 	/* Fast pre-check for equality, as discussed in varstr_cmp() */
 	if (len1 == len2 && memcmp(a1p, a2p, len1) == 0)
 	{
@@ -2500,6 +2505,11 @@ varstr_abbrev_convert(Datum original, SortSupport ssup)
 	memset(pres, 0, sizeof(Datum));
 	len = VARSIZE_ANY_EXHDR(authoritative);
 
+	if (len < 0)
+		ereport(ERROR,
+				(errcode(ERRCODE_DATA_CORRUPTED),
+				 errmsg("invalid string length")));
+
 	/* Get number of bytes, ignoring trailing spaces */
 	if (sss->typid == BPCHAROID)
 		len = bpchartruelen(authoritative_data, len);
@@ -3250,11 +3260,10 @@ bytea_catenate(bytea *t1, bytea *t2)
 	len1 = VARSIZE_ANY_EXHDR(t1);
 	len2 = VARSIZE_ANY_EXHDR(t2);
 
-	/* paranoia ... probably should throw error instead? */
-	if (len1 < 0)
-		len1 = 0;
-	if (len2 < 0)
-		len2 = 0;
+	if (len1 < 0 || len2 < 0)
+		ereport(ERROR,
+				(errcode(ERRCODE_DATA_CORRUPTED),
+				 errmsg("invalid string length")));
 
 	len = len1 + len2 + VARHDRSZ;
 	result = (bytea *) palloc(len);
diff --git a/src/bin/psql/tab-complete.c b/src/bin/psql/tab-complete.c
index 9dcab0d2fa..a8e8c58919 100644
--- a/src/bin/psql/tab-complete.c
+++ b/src/bin/psql/tab-complete.c
@@ -534,6 +534,28 @@ static const SchemaQuery Query_for_list_of_updatables = {
 	.result = "pg_catalog.quote_ident(c.relname)",
 };
 
+/* Relations supporting MERGE */
+static const SchemaQuery Query_for_list_of_mergetargets = {
+	/* min_server_version */
+	110000,
+	/* catname */
+	"pg_catalog.pg_class c",
+	/* selcondition */
+	"c.relkind IN (" CppAsString2(RELKIND_RELATION) ", "
+	CppAsString2(RELKIND_PARTITIONED_TABLE) ") AND "
+	"c.relhasrules = false AND "
+	"(c.relhassubclass = false OR "
+	" c.relkind = " CppAsString2(RELKIND_PARTITIONED_TABLE) ")",
+	/* viscondition */
+	"pg_catalog.pg_table_is_visible(c.oid)",
+	/* namespace */
+	"c.relnamespace",
+	/* result */
+	"pg_catalog.quote_ident(c.relname)",
+	/* qualresult */
+	NULL
+};
+
 /* Relations supporting SELECT */
 static const SchemaQuery Query_for_list_of_selectables = {
 	.catname = "pg_catalog.pg_class c",
@@ -1481,7 +1503,7 @@ psql_completion(const char *text, int start, int end)
 		"COMMENT", "COMMIT", "COPY", "CREATE", "DEALLOCATE", "DECLARE",
 		"DELETE FROM", "DISCARD", "DO", "DROP", "END", "EXECUTE", "EXPLAIN",
 		"FETCH", "GRANT", "IMPORT", "INSERT", "LISTEN", "LOAD", "LOCK",
-		"MOVE", "NOTIFY", "PREPARE",
+		"MERGE", "MOVE", "NOTIFY", "PREPARE",
 		"REASSIGN", "REFRESH MATERIALIZED VIEW", "REINDEX", "RELEASE",
 		"RESET", "REVOKE", "ROLLBACK",
 		"SAVEPOINT", "SECURITY LABEL", "SELECT", "SET", "SHOW", "START",
@@ -3156,12 +3178,12 @@ psql_completion(const char *text, int start, int end)
 			COMPLETE_WITH("TEXT", "XML", "JSON", "YAML");
 	}
 	else if (Matches("EXPLAIN", "ANALYZE"))
-		COMPLETE_WITH("SELECT", "INSERT", "DELETE", "UPDATE", "DECLARE",
+		COMPLETE_WITH("SELECT", "INSERT", "DELETE", "UPDATE", "MERGE", "DECLARE",
 					  "VERBOSE");
 	else if (Matches("EXPLAIN", "(*)") ||
 			 Matches("EXPLAIN", "VERBOSE") ||
 			 Matches("EXPLAIN", "ANALYZE", "VERBOSE"))
-		COMPLETE_WITH("SELECT", "INSERT", "DELETE", "UPDATE", "DECLARE");
+		COMPLETE_WITH("SELECT", "INSERT", "DELETE", "UPDATE", "MERGE", "DECLARE");
 
 /* FETCH && MOVE */
 
@@ -3402,6 +3424,9 @@ psql_completion(const char *text, int start, int end)
 		COMPLETE_WITH("OPTIONS (");
 
 /* INSERT --- can be inside EXPLAIN, RULE, etc */
+	/* Complete NOT MATCHED THEN INSERT */
+	else if (TailMatches("NOT", "MATCHED", "THEN", "INSERT"))
+		COMPLETE_WITH("VALUES", "(");
 	/* Complete INSERT with "INTO" */
 	else if (TailMatches("INSERT"))
 		COMPLETE_WITH("INTO");
@@ -3473,6 +3498,55 @@ psql_completion(const char *text, int start, int end)
 			 Matches("LOCK", "TABLE", MatchAny, "IN", "SHARE"))
 		COMPLETE_WITH("MODE", "ROW EXCLUSIVE MODE",
 					  "UPDATE EXCLUSIVE MODE");
+/* MERGE --- can be inside EXPLAIN */
+	else if (TailMatches("MERGE"))
+		COMPLETE_WITH("INTO");
+	else if (TailMatches("MERGE", "INTO"))
+		COMPLETE_WITH_SCHEMA_QUERY(Query_for_list_of_mergetargets, NULL);
+	else if (TailMatches("MERGE", "INTO", MatchAny))
+		COMPLETE_WITH("USING", "AS");
+	else if (TailMatches("MERGE", "INTO", MatchAny, "USING"))
+		COMPLETE_WITH_SCHEMA_QUERY(Query_for_list_of_tables, NULL);
+	/* with [AS] alias */
+	else if (TailMatches("MERGE", "INTO", MatchAny, "AS", MatchAny))
+		COMPLETE_WITH("USING");
+	else if (TailMatches("MERGE", "INTO", MatchAny, MatchAny))
+		COMPLETE_WITH("USING");
+	else if (TailMatches("MERGE", "INTO", MatchAny, "AS", MatchAny, "USING"))
+		COMPLETE_WITH_SCHEMA_QUERY(Query_for_list_of_tables, NULL);
+	else if (TailMatches("MERGE", "INTO", MatchAny, MatchAny, "USING"))
+		COMPLETE_WITH_SCHEMA_QUERY(Query_for_list_of_tables, NULL);
+	/* ON */
+	else if (TailMatches("MERGE", "INTO", MatchAny, "USING", MatchAny))
+		COMPLETE_WITH("ON");
+	else if (TailMatches("INTO", MatchAny, "AS", MatchAny, "USING", MatchAny, "AS", MatchAny))
+		COMPLETE_WITH("ON");
+	else if (TailMatches("INTO", MatchAny, MatchAny, "USING", MatchAny, MatchAny))
+		COMPLETE_WITH("ON");
+	/* ON condition */
+	else if (TailMatches("INTO", MatchAny, "USING", MatchAny, "ON"))
+		COMPLETE_WITH_ATTR(prev4_wd, "");
+	else if (TailMatches("INTO", MatchAny, "AS", MatchAny, "USING", MatchAny, "AS", MatchAny, "ON"))
+		COMPLETE_WITH_ATTR(prev8_wd, "");
+	else if (TailMatches("INTO", MatchAny, MatchAny, "USING", MatchAny, MatchAny, "ON"))
+		COMPLETE_WITH_ATTR(prev6_wd, "");
+	/* WHEN [NOT] MATCHED */
+	else if (TailMatches("USING", MatchAny, "ON", MatchAny))
+		COMPLETE_WITH("WHEN MATCHED", "WHEN NOT MATCHED");
+	else if (TailMatches("USING", MatchAny, "AS", MatchAny, "ON", MatchAny))
+		COMPLETE_WITH("WHEN MATCHED", "WHEN NOT MATCHED");
+	else if (TailMatches("USING", MatchAny, MatchAny, "ON", MatchAny))
+		COMPLETE_WITH("WHEN MATCHED", "WHEN NOT MATCHED");
+	else if (TailMatches("WHEN", "MATCHED"))
+		COMPLETE_WITH("THEN", "AND");
+	else if (TailMatches("WHEN", "NOT", "MATCHED"))
+		COMPLETE_WITH("THEN", "AND");
+	else if (TailMatches("WHEN", "MATCHED", "THEN"))
+		COMPLETE_WITH("UPDATE", "DELETE");
+	else if (TailMatches("WHEN", "NOT", "MATCHED", "THEN"))
+		COMPLETE_WITH("INSERT", "DO");
+	else if (TailMatches("WHEN", "NOT", "MATCHED", "THEN", "DO"))
+		COMPLETE_WITH("NOTHING");
 
 /* NOTIFY --- can be inside EXPLAIN, RULE, etc */
 	else if (TailMatches("NOTIFY"))
diff --git a/src/include/access/heapam.h b/src/include/access/heapam.h
index 95cb1e346b..b7990f2a33 100644
--- a/src/include/access/heapam.h
+++ b/src/include/access/heapam.h
@@ -147,7 +147,7 @@ extern void heap_abort_speculative(Relation relation, ItemPointer tid);
 extern TM_Result heap_update(Relation relation, ItemPointer otid,
 							 HeapTuple newtup,
 							 CommandId cid, Snapshot crosscheck, bool wait,
-							 struct TM_FailureData *tmfd, LockTupleMode *lockmode);
+							 struct TM_FailureData *tmfd);
 extern TM_Result heap_lock_tuple(Relation relation, HeapTuple tuple,
 								 CommandId cid, LockTupleMode mode, LockWaitPolicy wait_policy,
 								 bool follow_update,
diff --git a/src/include/access/tableam.h b/src/include/access/tableam.h
index c2357a72e4..7b3d31b32f 100644
--- a/src/include/access/tableam.h
+++ b/src/include/access/tableam.h
@@ -106,6 +106,9 @@ typedef enum TM_Result
  * because the target tuple is already outdated, they fill in this struct to
  * provide information to the caller about what happened.
  *
+ * result is the reason for the failure.  It's set to TM_Ok when there is no
+ * failure.
+ *
  * ctid is the target's ctid link: it is the same as the target's TID if the
  * target was deleted, or the location of the replacement tuple if the target
  * was updated.
@@ -119,12 +122,17 @@ typedef enum TM_Result
  * tuple); otherwise cmax is zero.  (We make this restriction because
  * HeapTupleHeaderGetCmax doesn't work for tuples outdated in other
  * transactions.)
+ *
+ * lockmode is only relevant for callers of heap_update() and is the mode which
+ * the caller should use in case it needs to lock the updated tuple.
  */
 typedef struct TM_FailureData
 {
+	TM_Result	result;
 	ItemPointerData ctid;
 	TransactionId xmax;
 	CommandId	cmax;
+	LockTupleMode lockmode;
 	bool		traversed;
 } TM_FailureData;
 
diff --git a/src/include/commands/trigger.h b/src/include/commands/trigger.h
index 9e557cfbce..aff15e8947 100644
--- a/src/include/commands/trigger.h
+++ b/src/include/commands/trigger.h
@@ -13,6 +13,7 @@
 #ifndef TRIGGER_H
 #define TRIGGER_H
 
+#include "access/tableam.h"
 #include "catalog/objectaddress.h"
 #include "nodes/execnodes.h"
 #include "nodes/parsenodes.h"
@@ -200,7 +201,8 @@ extern bool ExecBRDeleteTriggers(EState *estate,
 								 ResultRelInfo *relinfo,
 								 ItemPointer tupleid,
 								 HeapTuple fdw_trigtuple,
-								 TupleTableSlot **epqslot);
+								 TupleTableSlot **epqslot,
+								 TM_FailureData *tmfdp);
 extern void ExecARDeleteTriggers(EState *estate,
 								 ResultRelInfo *relinfo,
 								 ItemPointer tupleid,
@@ -219,7 +221,8 @@ extern bool ExecBRUpdateTriggers(EState *estate,
 								 ResultRelInfo *relinfo,
 								 ItemPointer tupleid,
 								 HeapTuple fdw_trigtuple,
-								 TupleTableSlot *slot);
+								 TupleTableSlot *slot,
+								 TM_FailureData *tmfdp);
 extern void ExecARUpdateTriggers(EState *estate,
 								 ResultRelInfo *relinfo,
 								 ItemPointer tupleid,
diff --git a/src/include/executor/execMerge.h b/src/include/executor/execMerge.h
new file mode 100644
index 0000000000..b1fa14486e
--- /dev/null
+++ b/src/include/executor/execMerge.h
@@ -0,0 +1,30 @@
+/*-------------------------------------------------------------------------
+ *
+ * execMerge.h
+ *
+ *
+ * Portions Copyright (c) 1996-2018, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ * src/include/executor/execMerge.h
+ *
+ *-------------------------------------------------------------------------
+ */
+#ifndef EXECMERGE_H
+#define EXECMERGE_H
+
+#include "nodes/execnodes.h"
+
+/* flags for mt_merge_subcommands */
+#define MERGE_INSERT	0x01
+#define MERGE_UPDATE	0x02
+#define MERGE_DELETE	0x04
+
+extern void ExecMerge(ModifyTableState *mtstate, ResultRelInfo *resultRelInfo,
+					  EState *estate,
+					  TupleTableSlot *slot, JunkFilter *junkfilter);
+
+extern void ExecInitMerge(ModifyTableState *mtstate,
+						  EState *estate);
+
+#endif							/* NODEMERGE_H */
diff --git a/src/include/executor/instrument.h b/src/include/executor/instrument.h
index aa8eceda5f..44bdea5e61 100644
--- a/src/include/executor/instrument.h
+++ b/src/include/executor/instrument.h
@@ -69,8 +69,11 @@ typedef struct Instrumentation
 	double		ntuples;		/* total tuples produced */
 	double		ntuples2;		/* secondary node-specific tuple counter */
 	double		nloops;			/* # of run cycles for this node */
-	double		nfiltered1;		/* # of tuples removed by scanqual or joinqual */
-	double		nfiltered2;		/* # of tuples removed by "other" quals */
+	double		nfiltered1;		/* # tuples removed by scanqual or joinqual OR
+								 * # tuples inserted by MERGE */
+	double		nfiltered2;		/* # tuples removed by "other" quals OR #
+								 * tuples updated by MERGE */
+	double		nfiltered3;		/* # tuples deleted by MERGE */
 	BufferUsage bufusage;		/* total buffer usage */
 	WalUsage	walusage;		/* total WAL usage */
 } Instrumentation;
diff --git a/src/include/executor/nodeModifyTable.h b/src/include/executor/nodeModifyTable.h
index 83e2965531..0e07c3a245 100644
--- a/src/include/executor/nodeModifyTable.h
+++ b/src/include/executor/nodeModifyTable.h
@@ -13,6 +13,7 @@
 #ifndef NODEMODIFYTABLE_H
 #define NODEMODIFYTABLE_H
 
+#include "access/tableam.h"
 #include "nodes/execnodes.h"
 
 extern void ExecComputeStoredGenerated(ResultRelInfo *resultRelInfo,
@@ -22,5 +23,35 @@ extern void ExecComputeStoredGenerated(ResultRelInfo *resultRelInfo,
 extern ModifyTableState *ExecInitModifyTable(ModifyTable *node, EState *estate, int eflags);
 extern void ExecEndModifyTable(ModifyTableState *node);
 extern void ExecReScanModifyTable(ModifyTableState *node);
+extern TupleTableSlot *ExecPrepareTupleRouting(ModifyTableState *mtstate,
+											   EState *estate,
+											   struct PartitionTupleRouting *proute,
+											   ResultRelInfo *targetRelInfo,
+											   TupleTableSlot *slot,
+											   ResultRelInfo **partRelInfo);
+extern TupleTableSlot *ExecDelete(ModifyTableState *mtstate,
+								  ResultRelInfo *resultRelInfo,
+								  ItemPointer tupleid, HeapTuple oldtuple, TupleTableSlot *planSlot,
+								  EPQState *epqstate, EState *estate,
+								  bool processReturning,
+								  bool canSetTag, bool changingPart,
+								  TM_FailureData *tmfdp,
+								  MergeActionState *actionState,
+								  bool *tupleDeleted,
+								  TupleTableSlot **epqslot);
+extern TupleTableSlot *ExecUpdate(ModifyTableState *mtstate,
+								  ResultRelInfo *resultRelInfo,
+								  ItemPointer tupleid, HeapTuple oldtuple, TupleTableSlot *slot,
+								  TupleTableSlot *planSlot, EPQState *epqstate, EState *estate,
+								  bool *tuple_updated, TM_FailureData *tmfdp,
+								  MergeActionState *actionState, bool canSetTag);
+extern TupleTableSlot *ExecInsert(ModifyTableState *mtstate,
+								  ResultRelInfo *resultRelInfo,
+								  TupleTableSlot *slot,
+								  TupleTableSlot *planSlot,
+								  EState *estate,
+								  MergeActionState *actionState,
+								  bool canSetTag);
+extern void ExecCheckPlanOutput(Relation resultRel, List *targetList);
 
 #endif							/* NODEMODIFYTABLE_H */
diff --git a/src/include/executor/spi.h b/src/include/executor/spi.h
index 9c70603434..e67b2189c2 100644
--- a/src/include/executor/spi.h
+++ b/src/include/executor/spi.h
@@ -76,6 +76,7 @@ typedef struct _SPI_plan *SPIPlanPtr;
 #define SPI_OK_REL_REGISTER		15
 #define SPI_OK_REL_UNREGISTER	16
 #define SPI_OK_TD_REGISTER		17
+#define SPI_OK_MERGE			18
 
 #define SPI_OPT_NONATOMIC		(1 << 0)
 
diff --git a/src/include/nodes/execnodes.h b/src/include/nodes/execnodes.h
index 48c3f570fa..90ea0f5737 100644
--- a/src/include/nodes/execnodes.h
+++ b/src/include/nodes/execnodes.h
@@ -360,6 +360,8 @@ typedef struct ProjectionInfo
  *						to remember the attno of a specific junk attribute
  *						(nodeModifyTable.c keeps the "ctid" or "wholerow"
  *						attno here).
+ *	  otherJunkAttNo:	used by MERGE to keep the "wholerow", for partitioned
+ *						tables (junkAttNo is used by "ctid" in this case).
  * ----------------
  */
 typedef struct JunkFilter
@@ -370,6 +372,7 @@ typedef struct JunkFilter
 	AttrNumber *jf_cleanMap;
 	TupleTableSlot *jf_resultSlot;
 	AttrNumber	jf_junkAttNo;
+	AttrNumber	jf_otherJunkAttNo;
 } JunkFilter;
 
 /*
@@ -387,6 +390,36 @@ typedef struct OnConflictSetState
 	ExprState  *oc_WhereClause; /* state for the WHERE clause */
 } OnConflictSetState;
 
+
+/* ----------------
+ *	 MergeActionState information
+ *
+ *	Global info for a MERGE action.
+ * ----------------
+ */
+typedef struct MergeActionState
+{
+	NodeTag		type;
+
+	MergeAction *mas_action;	/* associated MergeAction node */
+} MergeActionState;
+
+/*
+ * RelMergeActionState
+ *
+ * Per-relation info for a MERGE action.
+ */
+typedef struct RelMergeActionState
+{
+	NodeTag		type;
+
+	MergeActionState *rmas_global;	/* XXX better name? */
+	ProjectionInfo *rmas_proj;	/* projection of the action's targetlist for
+								 * this rel */
+	TupleTableSlot *rmas_mergeslot; /* target slot for the projection */
+	ExprState  *rmas_whenqual;	/* WHEN AND conditions */
+} RelMergeActionState;
+
 /*
  * ResultRelInfo
  *
@@ -500,8 +533,39 @@ typedef struct ResultRelInfo
 
 	/* for use by copyfrom.c when performing multi-inserts */
 	struct CopyMultiInsertBuffer *ri_CopyMultiInsertBuffer;
+
+	TupleTableSlot *ri_mergeTuple;	/* for EPQ during MERGE */
+	List	   *ri_matchedMergeAction;	/* of RelMergeActionState */
+	List	   *ri_notMatchedMergeAction;	/* of RelMergeActionState */
+
+	/*
+	 * While executing MERGE, the target relation is processed twice; once as
+	 * a target relation and once to run a join between the target and the
+	 * source. We generate two different RTEs for these two purposes, one with
+	 * rte->inh set to false and other with rte->inh set to true.
+	 *
+	 * Since the plan re-evaluated by EvalPlanQual uses the join RTE, we must
+	 * install the updated tuple in the scan corresponding to that RTE. The
+	 * following member tracks the index of the second RTE for EvalPlanQual
+	 * purposes. ri_mergeTargetRTI is non-zero only when MERGE is in-progress.
+	 * We use ri_mergeTargetRTI to run EvalPlanQual for MERGE and
+	 * ri_RangeTableIndex elsewhere.
+	 */
+	Index		ri_mergeTargetRTI;
 } ResultRelInfo;
 
+/*
+ * Get the Range table index for EvalPlanQual.
+ *
+ * We use the ri_mergeTargetRTI if set, otherwise use ri_RangeTableIndex.
+ * ri_mergeTargetRTI should really be ever set iff we're running MERGE.
+ */
+/* XXX this macro is not really necessary */
+#define GetEPQRangeTableIndex(r) \
+	(((r)->ri_mergeTargetRTI > 0)  \
+	 ? (r)->ri_mergeTargetRTI \
+	 : (r)->ri_RangeTableIndex)
+
 /* ----------------
  *	  EState information
  *
@@ -1037,6 +1101,11 @@ typedef struct PlanState
 		if (((PlanState *)(node))->instrument) \
 			((PlanState *)(node))->instrument->nfiltered2 += (delta); \
 	} while(0)
+#define InstrCountFiltered3(node, delta) \
+	do { \
+		if (((PlanState *)(node))->instrument) \
+			((PlanState *)(node))->instrument->nfiltered3 += (delta); \
+	} while(0)
 
 /*
  * EPQState is state for executing an EvalPlanQual recheck on a candidate
@@ -1139,6 +1208,13 @@ typedef struct ProjectSetState
 	MemoryContext argcontext;	/* context for SRF arguments */
 } ProjectSetState;
 
+typedef struct MergeState
+{
+	NodeTag		type;
+	/* List of MergeActionState actions */
+	List	   *actionStates;
+} MergeState;
+
 /* ----------------
  *	 ModifyTableState information
  * ----------------
@@ -1146,7 +1222,7 @@ typedef struct ProjectSetState
 typedef struct ModifyTableState
 {
 	PlanState	ps;				/* its first field is NodeTag */
-	CmdType		operation;		/* INSERT, UPDATE, or DELETE */
+	CmdType		operation;		/* INSERT, UPDATE, DELETE or MERGE */
 	bool		canSetTag;		/* do we set the command tag/es_processed? */
 	bool		mt_done;		/* are we done? */
 	PlanState **mt_plans;		/* subplans (one per target rel) */
@@ -1180,6 +1256,12 @@ typedef struct ModifyTableState
 
 	/* controls transition table population for INSERT...ON CONFLICT UPDATE */
 	struct TransitionCaptureState *mt_oc_transition_capture;
+
+	/* State for MERGE */
+	MergeState *mt_mergeState;
+
+	/* Flags showing which subcommands are present INS/UPD/DEL/DO NOTHING */
+	int			mt_merge_subcommands;
 } ModifyTableState;
 
 /* ----------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index caed683ba9..16d1fcd786 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -102,6 +102,9 @@ typedef enum NodeTag
 	T_PlanState,
 	T_ResultState,
 	T_ProjectSetState,
+	T_MergeState,
+	T_MergeActionState,
+	T_RelMergeActionState,
 	T_ModifyTableState,
 	T_AppendState,
 	T_MergeAppendState,
@@ -273,6 +276,7 @@ typedef enum NodeTag
 	T_RollupData,
 	T_GroupingSetData,
 	T_StatisticExtInfo,
+	T_MergeAction,
 
 	/*
 	 * TAGS FOR MEMORY NODES (memnodes.h)
@@ -313,6 +317,7 @@ typedef enum NodeTag
 	T_InsertStmt,
 	T_DeleteStmt,
 	T_UpdateStmt,
+	T_MergeStmt,
 	T_SelectStmt,
 	T_PLAssignStmt,
 	T_AlterTableStmt,
@@ -480,6 +485,7 @@ typedef enum NodeTag
 	T_PartitionRangeDatum,
 	T_PartitionCmd,
 	T_VacuumRelation,
+	T_MergeWhenClause,
 
 	/*
 	 * TAGS FOR REPLICATION GRAMMAR PARSE NODES (replnodes.h)
@@ -674,7 +680,8 @@ typedef enum CmdType
 	CMD_SELECT,					/* select stmt */
 	CMD_UPDATE,					/* update stmt */
 	CMD_INSERT,					/* insert stmt */
-	CMD_DELETE,
+	CMD_DELETE,					/* delete stmt */
+	CMD_MERGE,					/* merge stmt */
 	CMD_UTILITY,				/* cmds like create, destroy, copy, vacuum,
 								 * etc. */
 	CMD_NOTHING					/* dummy command for instead nothing rules
diff --git a/src/include/nodes/parsenodes.h b/src/include/nodes/parsenodes.h
index dc2bb40926..3cba38044e 100644
--- a/src/include/nodes/parsenodes.h
+++ b/src/include/nodes/parsenodes.h
@@ -40,7 +40,7 @@ typedef enum OverridingKind
 typedef enum QuerySource
 {
 	QSRC_ORIGINAL,				/* original parsetree (explicit query) */
-	QSRC_PARSER,				/* added by parse analysis (now unused) */
+	QSRC_PARSER,				/* added by parse analysis in MERGE */
 	QSRC_INSTEAD_RULE,			/* added by unconditional INSTEAD rule */
 	QSRC_QUAL_INSTEAD_RULE,		/* added by conditional INSTEAD rule */
 	QSRC_NON_INSTEAD_RULE		/* added by non-INSTEAD rule */
@@ -109,7 +109,7 @@ typedef struct Query
 {
 	NodeTag		type;
 
-	CmdType		commandType;	/* select|insert|update|delete|utility */
+	CmdType		commandType;	/* select|insert|update|delete|merge|utility */
 
 	QuerySource querySource;	/* where did I come from? */
 
@@ -120,7 +120,7 @@ typedef struct Query
 	Node	   *utilityStmt;	/* non-null if commandType == CMD_UTILITY */
 
 	int			resultRelation; /* rtable index of target relation for
-								 * INSERT/UPDATE/DELETE; 0 for SELECT */
+								 * INSERT/UPDATE/DELETE/MERGE; 0 for SELECT */
 
 	bool		hasAggs;		/* has aggregates in tlist or havingQual */
 	bool		hasWindowFuncs; /* has window functions in tlist */
@@ -172,6 +172,10 @@ typedef struct Query
 	List	   *withCheckOptions;	/* a list of WithCheckOption's (added
 									 * during rewrite) */
 
+	int			mergeTarget_relation;
+	List	   *mergeSourceTargetList;
+	List	   *mergeActionList;	/* list of actions for MERGE (only) */
+
 	/*
 	 * The following two fields identify the portion of the source text string
 	 * containing this query.  They are typically only populated in top-level
@@ -1185,7 +1189,9 @@ typedef enum WCOKind
 	WCO_VIEW_CHECK,				/* WCO on an auto-updatable view */
 	WCO_RLS_INSERT_CHECK,		/* RLS INSERT WITH CHECK policy */
 	WCO_RLS_UPDATE_CHECK,		/* RLS UPDATE WITH CHECK policy */
-	WCO_RLS_CONFLICT_CHECK		/* RLS ON CONFLICT DO UPDATE USING policy */
+	WCO_RLS_CONFLICT_CHECK,		/* RLS ON CONFLICT DO UPDATE USING policy */
+	WCO_RLS_MERGE_UPDATE_CHECK, /* RLS MERGE UPDATE USING policy */
+	WCO_RLS_MERGE_DELETE_CHECK	/* RLS MERGE DELETE USING policy */
 } WCOKind;
 
 typedef struct WithCheckOption
@@ -1568,6 +1574,46 @@ typedef struct UpdateStmt
 	WithClause *withClause;		/* WITH clause */
 } UpdateStmt;
 
+/* ----------------------
+ *		Merge Statement
+ * ----------------------
+ */
+typedef struct MergeStmt
+{
+	NodeTag		type;
+	RangeVar   *relation;		/* target relation to merge into */
+	Node	   *source_relation;	/* source relation */
+	Node	   *join_condition; /* join condition between source and target */
+	List	   *mergeWhenClauses;	/* list of MergeWhenClause(es) */
+	WithClause *withClause;		/* WITH clause */
+} MergeStmt;
+
+typedef struct MergeWhenClause
+{
+	NodeTag		type;
+	bool		matched;		/* true=MATCHED, false=NOT MATCHED */
+	CmdType		commandType;	/* INSERT/UPDATE/DELETE/DO NOTHING */
+	Node	   *condition;		/* WHEN AND conditions (raw parser) */
+	List	   *targetList;		/* INSERT/UPDATE targetlist */
+	/* the following members are only useful for INSERT action */
+	List	   *cols;			/* optional: names of the target columns */
+	List	   *values;			/* VALUES to INSERT, or NULL */
+	OverridingKind override;	/* OVERRIDING clause */
+} MergeWhenClause;
+
+/*
+ * WHEN [NOT] MATCHED THEN action info
+ */
+typedef struct MergeAction
+{
+	NodeTag		type;
+	bool		matched;		/* true=MATCHED, false=NOT MATCHED */
+	OverridingKind override;	/* OVERRIDING clause */
+	Node	   *qual;			/* transformed WHEN AND conditions */
+	CmdType		commandType;	/* INSERT/UPDATE/DELETE/DO NOTHING */
+	List	   *targetList;		/* the target list (of ResTarget) */
+} MergeAction;
+
 /* ----------------------
  *		Select Statement
  *
diff --git a/src/include/nodes/pathnodes.h b/src/include/nodes/pathnodes.h
index cde2637798..0a6e2053a8 100644
--- a/src/include/nodes/pathnodes.h
+++ b/src/include/nodes/pathnodes.h
@@ -1810,7 +1810,7 @@ typedef struct LockRowsPath
 } LockRowsPath;
 
 /*
- * ModifyTablePath represents performing INSERT/UPDATE/DELETE modifications
+ * ModifyTablePath represents performing INSERT/UPDATE/DELETE/MERGE
  *
  * We represent most things that will be in the ModifyTable plan node
  * literally, except we have child Path(s) not Plan(s).  But analysis of the
@@ -1819,12 +1819,13 @@ typedef struct LockRowsPath
 typedef struct ModifyTablePath
 {
 	Path		path;
-	CmdType		operation;		/* INSERT, UPDATE, or DELETE */
+	CmdType		operation;		/* INSERT, UPDATE, DELETE or MERGE */
 	bool		canSetTag;		/* do we set the command tag/es_processed? */
 	Index		nominalRelation;	/* Parent RT index for use of EXPLAIN */
 	Index		rootRelation;	/* Root RT index, if target is partitioned */
 	bool		partColsUpdated;	/* some part key in hierarchy updated */
 	List	   *resultRelations;	/* integer list of RT indexes */
+	Index		mergeTargetRelation;	/* RT index of merge target relation */
 	List	   *subpaths;		/* Path(s) producing source data */
 	List	   *subroots;		/* per-target-table PlannerInfos */
 	List	   *withCheckOptionLists;	/* per-target-table WCO lists */
@@ -1832,6 +1833,8 @@ typedef struct ModifyTablePath
 	List	   *rowMarks;		/* PlanRowMarks (non-locking only) */
 	OnConflictExpr *onconflict; /* ON CONFLICT clause, or NULL */
 	int			epqParam;		/* ID of Param for EvalPlanQual re-eval */
+	List	   *mergeSourceTargetList;
+	List	   *mergeActionList;	/* actions for MERGE */
 } ModifyTablePath;
 
 /*
diff --git a/src/include/nodes/plannodes.h b/src/include/nodes/plannodes.h
index 43160439f0..2e008f5d44 100644
--- a/src/include/nodes/plannodes.h
+++ b/src/include/nodes/plannodes.h
@@ -19,6 +19,7 @@
 #include "lib/stringinfo.h"
 #include "nodes/bitmapset.h"
 #include "nodes/lockoptions.h"
+#include "nodes/parsenodes.h"
 #include "nodes/primnodes.h"
 
 
@@ -43,7 +44,7 @@ typedef struct PlannedStmt
 {
 	NodeTag		type;
 
-	CmdType		commandType;	/* select|insert|update|delete|utility */
+	CmdType		commandType;	/* select|insert|update|delete|merge|utility */
 
 	uint64		queryId;		/* query identifier (copied from Query) */
 
@@ -212,12 +213,13 @@ typedef struct ProjectSet
 typedef struct ModifyTable
 {
 	Plan		plan;
-	CmdType		operation;		/* INSERT, UPDATE, or DELETE */
+	CmdType		operation;		/* INSERT, UPDATE, DELETE or MERGE */
 	bool		canSetTag;		/* do we set the command tag/es_processed? */
 	Index		nominalRelation;	/* Parent RT index for use of EXPLAIN */
 	Index		rootRelation;	/* Root RT index, if target is partitioned */
 	bool		partColsUpdated;	/* some part key in hierarchy updated */
 	List	   *resultRelations;	/* integer list of RT indexes */
+	Index		mergeTargetRelation;	/* RT index of the merge target */
 	List	   *plans;			/* plan(s) producing source data */
 	List	   *withCheckOptionLists;	/* per-target-table WCO lists */
 	List	   *returningLists; /* per-target-table RETURNING tlists */
@@ -231,6 +233,8 @@ typedef struct ModifyTable
 	Node	   *onConflictWhere;	/* WHERE for ON CONFLICT UPDATE */
 	Index		exclRelRTI;		/* RTI of the EXCLUDED pseudo relation */
 	List	   *exclRelTlist;	/* tlist of the EXCLUDED pseudo relation */
+	List	   *mergeSourceTargetList;
+	List	   *mergeActionList;	/* actions for MERGE */
 } ModifyTable;
 
 struct PartitionPruneInfo;		/* forward reference to struct below */
diff --git a/src/include/optimizer/pathnode.h b/src/include/optimizer/pathnode.h
index 23dec14cbd..9786a55634 100644
--- a/src/include/optimizer/pathnode.h
+++ b/src/include/optimizer/pathnode.h
@@ -260,11 +260,14 @@ extern ModifyTablePath *create_modifytable_path(PlannerInfo *root,
 												CmdType operation, bool canSetTag,
 												Index nominalRelation, Index rootRelation,
 												bool partColsUpdated,
-												List *resultRelations, List *subpaths,
+												List *resultRelations,
+												Index mergeTargetRelation,
+												List *subpaths,
 												List *subroots,
 												List *withCheckOptionLists, List *returningLists,
 												List *rowMarks, OnConflictExpr *onconflict,
-												int epqParam);
+												List *mergeSourceTargetList,
+												List *mergeActionList, int epqParam);
 extern LimitPath *create_limit_path(PlannerInfo *root, RelOptInfo *rel,
 									Path *subpath,
 									Node *limitOffset, Node *limitCount,
diff --git a/src/include/parser/analyze.h b/src/include/parser/analyze.h
index fede4be820..ba57989de3 100644
--- a/src/include/parser/analyze.h
+++ b/src/include/parser/analyze.h
@@ -32,6 +32,11 @@ extern Query *parse_sub_analyze(Node *parseTree, ParseState *parentParseState,
 								bool locked_from_parent,
 								bool resolve_unknowns);
 
+extern List *transformInsertRow(ParseState *pstate, List *exprlist,
+								List *stmtcols, List *icolumns, List *attrnos,
+								bool strip_indirection);
+extern List *transformUpdateTargetList(ParseState *pstate,
+									   List *targetList);
 extern Query *transformTopLevelStmt(ParseState *pstate, RawStmt *parseTree);
 extern Query *transformStmt(ParseState *pstate, Node *parseTree);
 
diff --git a/src/include/parser/kwlist.h b/src/include/parser/kwlist.h
index 8c554e1f69..1d4bae7a81 100644
--- a/src/include/parser/kwlist.h
+++ b/src/include/parser/kwlist.h
@@ -245,8 +245,10 @@ PG_KEYWORD("locked", LOCKED, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("logged", LOGGED, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("mapping", MAPPING, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("match", MATCH, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("matched", MATCHED, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("materialized", MATERIALIZED, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("maxvalue", MAXVALUE, UNRESERVED_KEYWORD, BARE_LABEL)
+PG_KEYWORD("merge", MERGE, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("method", METHOD, UNRESERVED_KEYWORD, BARE_LABEL)
 PG_KEYWORD("minute", MINUTE_P, UNRESERVED_KEYWORD, AS_LABEL)
 PG_KEYWORD("minvalue", MINVALUE, UNRESERVED_KEYWORD, BARE_LABEL)
diff --git a/src/include/parser/parse_clause.h b/src/include/parser/parse_clause.h
index 0eab3c03e8..c52765ff69 100644
--- a/src/include/parser/parse_clause.h
+++ b/src/include/parser/parse_clause.h
@@ -19,7 +19,10 @@
 extern void transformFromClause(ParseState *pstate, List *frmList);
 extern int	setTargetTable(ParseState *pstate, RangeVar *relation,
 						   bool inh, bool alsoSource, AclMode requiredPerms);
-
+extern Node *transformFromClauseItem(ParseState *pstate, Node *n,
+									 ParseNamespaceItem **top_nsitem,
+									 ParseNamespaceItem **right_nsitem,
+									 List **fnamespace);
 extern Node *transformWhereClause(ParseState *pstate, Node *clause,
 								  ParseExprKind exprKind, const char *constructName);
 extern Node *transformLimitClause(ParseState *pstate, Node *clause,
diff --git a/src/include/parser/parse_merge.h b/src/include/parser/parse_merge.h
new file mode 100644
index 0000000000..0151809e09
--- /dev/null
+++ b/src/include/parser/parse_merge.h
@@ -0,0 +1,19 @@
+/*-------------------------------------------------------------------------
+ *
+ * parse_merge.h
+ *	  handle merge-stmt in parser
+ *
+ *
+ * Portions Copyright (c) 1996-2018, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ * src/include/parser/parse_merge.h
+ *
+ *-------------------------------------------------------------------------
+ */
+#ifndef PARSE_MERGE_H
+#define PARSE_MERGE_H
+
+#include "parser/parse_node.h"
+extern Query *transformMergeStmt(ParseState *pstate, MergeStmt *stmt);
+#endif
diff --git a/src/include/parser/parse_node.h b/src/include/parser/parse_node.h
index dfc214b06f..0a2801a111 100644
--- a/src/include/parser/parse_node.h
+++ b/src/include/parser/parse_node.h
@@ -55,6 +55,7 @@ typedef enum ParseExprKind
 	EXPR_KIND_INSERT_TARGET,	/* INSERT target list item */
 	EXPR_KIND_UPDATE_SOURCE,	/* UPDATE assignment source item */
 	EXPR_KIND_UPDATE_TARGET,	/* UPDATE assignment target item */
+	EXPR_KIND_MERGE_WHEN_AND,	/* MERGE WHEN ... AND condition */
 	EXPR_KIND_GROUP_BY,			/* GROUP BY */
 	EXPR_KIND_ORDER_BY,			/* ORDER BY */
 	EXPR_KIND_DISTINCT_ON,		/* DISTINCT ON */
@@ -133,7 +134,7 @@ typedef Node *(*CoerceParamHook) (ParseState *pstate, Param *param,
  * p_parent_cte: CommonTableExpr that immediately contains the current query,
  * if any.
  *
- * p_target_relation: target relation, if query is INSERT, UPDATE, or DELETE.
+ * p_target_relation: target relation, if query is INSERT/UPDATE/DELETE/MERGE
  *
  * p_target_nsitem: target relation's ParseNamespaceItem.
  *
@@ -187,7 +188,7 @@ struct ParseState
 	List	   *p_ctenamespace; /* current namespace for common table exprs */
 	List	   *p_future_ctes;	/* common table exprs not yet in namespace */
 	CommonTableExpr *p_parent_cte;	/* this query's containing CTE */
-	Relation	p_target_relation;	/* INSERT/UPDATE/DELETE target rel */
+	Relation	p_target_relation;	/* INSERT/UPDATE/DELETE/MERGE target rel */
 	ParseNamespaceItem *p_target_nsitem;	/* target rel's NSItem, or NULL */
 	bool		p_is_insert;	/* process assignment like INSERT not UPDATE */
 	List	   *p_windowdefs;	/* raw representations of window clauses */
diff --git a/src/include/rewrite/rewriteHandler.h b/src/include/rewrite/rewriteHandler.h
index 1fea1a4691..acdd2d4eb4 100644
--- a/src/include/rewrite/rewriteHandler.h
+++ b/src/include/rewrite/rewriteHandler.h
@@ -25,6 +25,7 @@ extern void AcquireRewriteLocks(Query *parsetree,
 extern Node *build_column_default(Relation rel, int attrno);
 extern void rewriteTargetListUD(Query *parsetree, RangeTblEntry *target_rte,
 								Relation target_relation);
+extern void rewriteTargetListMerge(Query *parsetree, Relation target_relation);
 
 extern void fill_extraUpdatedCols(RangeTblEntry *target_rte,
 								  Relation target_relation);
diff --git a/src/include/tcop/cmdtaglist.h b/src/include/tcop/cmdtaglist.h
index 9ba24d4ca9..29bbe9312f 100644
--- a/src/include/tcop/cmdtaglist.h
+++ b/src/include/tcop/cmdtaglist.h
@@ -186,6 +186,7 @@ PG_CMDTAG(CMDTAG_INSERT, "INSERT", false, false, true)
 PG_CMDTAG(CMDTAG_LISTEN, "LISTEN", false, false, false)
 PG_CMDTAG(CMDTAG_LOAD, "LOAD", false, false, false)
 PG_CMDTAG(CMDTAG_LOCK_TABLE, "LOCK TABLE", false, false, false)
+PG_CMDTAG(CMDTAG_MERGE, "MERGE", false, false, true)
 PG_CMDTAG(CMDTAG_MOVE, "MOVE", false, false, true)
 PG_CMDTAG(CMDTAG_NOTIFY, "NOTIFY", false, false, false)
 PG_CMDTAG(CMDTAG_PREPARE, "PREPARE", false, false, false)
diff --git a/src/interfaces/libpq/fe-exec.c b/src/interfaces/libpq/fe-exec.c
index d48f0fd587..030895470a 100644
--- a/src/interfaces/libpq/fe-exec.c
+++ b/src/interfaces/libpq/fe-exec.c
@@ -3100,9 +3100,9 @@ PQoidValue(const PGresult *res)
 
 /*
  * PQcmdTuples -
- *	If the last command was INSERT/UPDATE/DELETE/MOVE/FETCH/COPY, return
- *	a string containing the number of inserted/affected tuples. If not,
- *	return "".
+ *	If the last command was INSERT/UPDATE/DELETE/MERGE/MOVE/FETCH/COPY,
+ *	return a string containing the number of inserted/affected tuples.
+ *	If not, return "".
  *
  *	XXX: this should probably return an int
  */
@@ -3129,7 +3129,8 @@ PQcmdTuples(PGresult *res)
 			 strncmp(res->cmdStatus, "DELETE ", 7) == 0 ||
 			 strncmp(res->cmdStatus, "UPDATE ", 7) == 0)
 		p = res->cmdStatus + 7;
-	else if (strncmp(res->cmdStatus, "FETCH ", 6) == 0)
+	else if (strncmp(res->cmdStatus, "FETCH ", 6) == 0 ||
+			 strncmp(res->cmdStatus, "MERGE ", 6) == 0)
 		p = res->cmdStatus + 6;
 	else if (strncmp(res->cmdStatus, "MOVE ", 5) == 0 ||
 			 strncmp(res->cmdStatus, "COPY ", 5) == 0)
diff --git a/src/pl/plpgsql/src/pl_exec.c b/src/pl/plpgsql/src/pl_exec.c
index 3a9349b724..43aefb8e1a 100644
--- a/src/pl/plpgsql/src/pl_exec.c
+++ b/src/pl/plpgsql/src/pl_exec.c
@@ -4216,7 +4216,7 @@ exec_stmt_execsql(PLpgSQL_execstate *estate,
 
 	/*
 	 * On the first call for this statement generate the plan, and detect
-	 * whether the statement is INSERT/UPDATE/DELETE
+	 * whether the statement is INSERT/UPDATE/DELETE/MERGE
 	 */
 	if (expr->plan == NULL)
 	{
@@ -4236,7 +4236,8 @@ exec_stmt_execsql(PLpgSQL_execstate *estate,
 			 */
 			if (plansource->commandTag == CMDTAG_INSERT ||
 				plansource->commandTag == CMDTAG_UPDATE ||
-				plansource->commandTag == CMDTAG_DELETE)
+				plansource->commandTag == CMDTAG_DELETE ||
+				plansource->commandTag == CMDTAG_MERGE)
 			{
 				stmt->mod_stmt = true;
 				break;
@@ -4295,6 +4296,7 @@ exec_stmt_execsql(PLpgSQL_execstate *estate,
 		case SPI_OK_INSERT_RETURNING:
 		case SPI_OK_UPDATE_RETURNING:
 		case SPI_OK_DELETE_RETURNING:
+		case SPI_OK_MERGE:
 			Assert(stmt->mod_stmt);
 			exec_set_found(estate, (SPI_processed != 0));
 			break;
@@ -4471,6 +4473,7 @@ exec_stmt_dynexecute(PLpgSQL_execstate *estate,
 		case SPI_OK_INSERT_RETURNING:
 		case SPI_OK_UPDATE_RETURNING:
 		case SPI_OK_DELETE_RETURNING:
+		case SPI_OK_MERGE:
 		case SPI_OK_UTILITY:
 		case SPI_OK_REWRITTEN:
 			break;
diff --git a/src/pl/plpgsql/src/pl_gram.y b/src/pl/plpgsql/src/pl_gram.y
index 0b0ff4e5de..a52c464183 100644
--- a/src/pl/plpgsql/src/pl_gram.y
+++ b/src/pl/plpgsql/src/pl_gram.y
@@ -306,6 +306,7 @@ static	void			check_raise_parameters(PLpgSQL_stmt_raise *stmt);
 %token <keyword>	K_LAST
 %token <keyword>	K_LOG
 %token <keyword>	K_LOOP
+%token <keyword>	K_MERGE
 %token <keyword>	K_MESSAGE
 %token <keyword>	K_MESSAGE_TEXT
 %token <keyword>	K_MOVE
@@ -2000,6 +2001,10 @@ stmt_execsql	: K_IMPORT
 					{
 						$$ = make_execsql_stmt(K_INSERT, @1);
 					}
+				| K_MERGE
+					{
+						$$ = make_execsql_stmt(K_MERGE, @1);
+					}
 				| T_WORD
 					{
 						int			tok;
@@ -2565,6 +2570,7 @@ unreserved_keyword	:
 				| K_IS
 				| K_LAST
 				| K_LOG
+				| K_MERGE
 				| K_MESSAGE
 				| K_MESSAGE_TEXT
 				| K_MOVE
@@ -3030,6 +3036,8 @@ make_execsql_stmt(int firsttoken, int location)
 		{
 			if (prev_tok == K_INSERT)
 				continue;		/* INSERT INTO is not an INTO-target */
+			if (prev_tok == K_MERGE)
+				continue;		/* MERGE INTO is not an INTO-target */
 			if (firsttoken == K_IMPORT)
 				continue;		/* IMPORT ... INTO is not an INTO-target */
 			if (have_into)
diff --git a/src/pl/plpgsql/src/pl_unreserved_kwlist.h b/src/pl/plpgsql/src/pl_unreserved_kwlist.h
index 44c8b68bfb..9cc89a4b6d 100644
--- a/src/pl/plpgsql/src/pl_unreserved_kwlist.h
+++ b/src/pl/plpgsql/src/pl_unreserved_kwlist.h
@@ -70,6 +70,7 @@ PG_KEYWORD("insert", K_INSERT)
 PG_KEYWORD("is", K_IS)
 PG_KEYWORD("last", K_LAST)
 PG_KEYWORD("log", K_LOG)
+PG_KEYWORD("merge", K_MERGE)
 PG_KEYWORD("message", K_MESSAGE)
 PG_KEYWORD("message_text", K_MESSAGE_TEXT)
 PG_KEYWORD("move", K_MOVE)
diff --git a/src/pl/plpgsql/src/plpgsql.h b/src/pl/plpgsql/src/plpgsql.h
index 416fda7f3b..619a65f411 100644
--- a/src/pl/plpgsql/src/plpgsql.h
+++ b/src/pl/plpgsql/src/plpgsql.h
@@ -905,8 +905,8 @@ typedef struct PLpgSQL_stmt_execsql
 	int			lineno;
 	unsigned int stmtid;
 	PLpgSQL_expr *sqlstmt;
-	bool		mod_stmt;		/* is the stmt INSERT/UPDATE/DELETE?  Note:
-								 * mod_stmt is set when we plan the query */
+	bool		mod_stmt;		/* is the stmt INSERT/UPDATE/DELETE/MERGE?
+								 * Note mod_stmt is set when we plan the query */
 	bool		into;			/* INTO supplied? */
 	bool		strict;			/* INTO STRICT flag */
 	PLpgSQL_variable *target;	/* INTO target (record or row) */
diff --git a/src/test/isolation/expected/merge-delete.out b/src/test/isolation/expected/merge-delete.out
new file mode 100644
index 0000000000..40e62901b7
--- /dev/null
+++ b/src/test/isolation/expected/merge-delete.out
@@ -0,0 +1,97 @@
+Parsed test spec with 2 sessions
+
+starting permutation: delete c1 select2 c2
+step delete: DELETE FROM target t WHERE t.key = 1;
+step c1: COMMIT;
+step select2: SELECT * FROM target;
+key            val            
+
+step c2: COMMIT;
+
+starting permutation: merge_delete c1 select2 c2
+step merge_delete: MERGE INTO target t USING (SELECT 1 as key) s ON s.key = t.key WHEN MATCHED THEN DELETE;
+step c1: COMMIT;
+step select2: SELECT * FROM target;
+key            val            
+
+step c2: COMMIT;
+
+starting permutation: delete c1 update1 select2 c2
+step delete: DELETE FROM target t WHERE t.key = 1;
+step c1: COMMIT;
+step update1: UPDATE target t SET val = t.val || ' updated by update1' WHERE t.key = 1;
+step select2: SELECT * FROM target;
+key            val            
+
+step c2: COMMIT;
+
+starting permutation: merge_delete c1 update1 select2 c2
+step merge_delete: MERGE INTO target t USING (SELECT 1 as key) s ON s.key = t.key WHEN MATCHED THEN DELETE;
+step c1: COMMIT;
+step update1: UPDATE target t SET val = t.val || ' updated by update1' WHERE t.key = 1;
+step select2: SELECT * FROM target;
+key            val            
+
+step c2: COMMIT;
+
+starting permutation: delete c1 merge2 select2 c2
+step delete: DELETE FROM target t WHERE t.key = 1;
+step c1: COMMIT;
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2a' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge2a        
+step c2: COMMIT;
+
+starting permutation: merge_delete c1 merge2 select2 c2
+step merge_delete: MERGE INTO target t USING (SELECT 1 as key) s ON s.key = t.key WHEN MATCHED THEN DELETE;
+step c1: COMMIT;
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2a' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge2a        
+step c2: COMMIT;
+
+starting permutation: delete update1 c1 select2 c2
+step delete: DELETE FROM target t WHERE t.key = 1;
+step update1: UPDATE target t SET val = t.val || ' updated by update1' WHERE t.key = 1; <waiting ...>
+step c1: COMMIT;
+step update1: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+step c2: COMMIT;
+
+starting permutation: merge_delete update1 c1 select2 c2
+step merge_delete: MERGE INTO target t USING (SELECT 1 as key) s ON s.key = t.key WHEN MATCHED THEN DELETE;
+step update1: UPDATE target t SET val = t.val || ' updated by update1' WHERE t.key = 1; <waiting ...>
+step c1: COMMIT;
+step update1: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+step c2: COMMIT;
+
+starting permutation: delete merge2 c1 select2 c2
+step delete: DELETE FROM target t WHERE t.key = 1;
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2a' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val; <waiting ...>
+step c1: COMMIT;
+step merge2: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge2a        
+step c2: COMMIT;
+
+starting permutation: merge_delete merge2 c1 select2 c2
+step merge_delete: MERGE INTO target t USING (SELECT 1 as key) s ON s.key = t.key WHEN MATCHED THEN DELETE;
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2a' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val; <waiting ...>
+step c1: COMMIT;
+step merge2: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge2a        
+step c2: COMMIT;
diff --git a/src/test/isolation/expected/merge-insert-update.out b/src/test/isolation/expected/merge-insert-update.out
new file mode 100644
index 0000000000..317fa16a3d
--- /dev/null
+++ b/src/test/isolation/expected/merge-insert-update.out
@@ -0,0 +1,84 @@
+Parsed test spec with 2 sessions
+
+starting permutation: merge1 c1 select2 c2
+step merge1: MERGE INTO target t USING (SELECT 1 as key, 'merge1' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge1';
+step c1: COMMIT;
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge1         
+step c2: COMMIT;
+
+starting permutation: merge1 c1 merge2 select2 c2
+step merge1: MERGE INTO target t USING (SELECT 1 as key, 'merge1' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge1';
+step c1: COMMIT;
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2';
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge1 updated by merge2
+step c2: COMMIT;
+
+starting permutation: insert1 merge2 c1 select2 c2
+step insert1: INSERT INTO target VALUES (1, 'insert1');
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2'; <waiting ...>
+step c1: COMMIT;
+step merge2: <... completed>
+error in steps c1 merge2: ERROR:  duplicate key value violates unique constraint "target_pkey"
+step select2: SELECT * FROM target;
+ERROR:  current transaction is aborted, commands ignored until end of transaction block
+step c2: COMMIT;
+
+starting permutation: merge1 merge2 c1 select2 c2
+step merge1: MERGE INTO target t USING (SELECT 1 as key, 'merge1' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge1';
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2'; <waiting ...>
+step c1: COMMIT;
+step merge2: <... completed>
+error in steps c1 merge2: ERROR:  duplicate key value violates unique constraint "target_pkey"
+step select2: SELECT * FROM target;
+ERROR:  current transaction is aborted, commands ignored until end of transaction block
+step c2: COMMIT;
+
+starting permutation: merge1 merge2 a1 select2 c2
+step merge1: MERGE INTO target t USING (SELECT 1 as key, 'merge1' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge1';
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2'; <waiting ...>
+step a1: ABORT;
+step merge2: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+1              merge2         
+step c2: COMMIT;
+
+starting permutation: delete1 insert1 c1 merge2 select2 c2
+step delete1: DELETE FROM target WHERE key = 1;
+step insert1: INSERT INTO target VALUES (1, 'insert1');
+step c1: COMMIT;
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2';
+step select2: SELECT * FROM target;
+key            val            
+
+1              insert1 updated by merge2
+step c2: COMMIT;
+
+starting permutation: delete1 insert1 merge2 c1 select2 c2
+step delete1: DELETE FROM target WHERE key = 1;
+step insert1: INSERT INTO target VALUES (1, 'insert1');
+step merge2: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2'; <waiting ...>
+step c1: COMMIT;
+step merge2: <... completed>
+error in steps c1 merge2: ERROR:  duplicate key value violates unique constraint "target_pkey"
+step select2: SELECT * FROM target;
+ERROR:  current transaction is aborted, commands ignored until end of transaction block
+step c2: COMMIT;
+
+starting permutation: delete1 insert1 merge2i c1 select2 c2
+step delete1: DELETE FROM target WHERE key = 1;
+step insert1: INSERT INTO target VALUES (1, 'insert1');
+step merge2i: MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2';
+step c1: COMMIT;
+step select2: SELECT * FROM target;
+key            val            
+
+1              insert1        
+step c2: COMMIT;
diff --git a/src/test/isolation/expected/merge-match-recheck.out b/src/test/isolation/expected/merge-match-recheck.out
new file mode 100644
index 0000000000..96a9f45ac8
--- /dev/null
+++ b/src/test/isolation/expected/merge-match-recheck.out
@@ -0,0 +1,106 @@
+Parsed test spec with 2 sessions
+
+starting permutation: update1 merge_status c2 select1 c1
+step update1: UPDATE target t SET balance = balance + 10, val = t.val || ' updated by update1' WHERE t.key = 1;
+step merge_status: 
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND status = 's1' THEN
+	UPDATE SET status = 's2', val = t.val || ' when1'
+  WHEN MATCHED AND status = 's2' THEN
+	UPDATE SET status = 's3', val = t.val || ' when2'
+  WHEN MATCHED AND status = 's3' THEN
+	UPDATE SET status = 's4', val = t.val || ' when3';
+ <waiting ...>
+step c2: COMMIT;
+step merge_status: <... completed>
+step select1: SELECT * FROM target;
+key            balance        status         val            
+
+1              170            s2             setup updated by update1 when1
+step c1: COMMIT;
+
+starting permutation: update2 merge_status c2 select1 c1
+step update2: UPDATE target t SET status = 's2', val = t.val || ' updated by update2' WHERE t.key = 1;
+step merge_status: 
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND status = 's1' THEN
+	UPDATE SET status = 's2', val = t.val || ' when1'
+  WHEN MATCHED AND status = 's2' THEN
+	UPDATE SET status = 's3', val = t.val || ' when2'
+  WHEN MATCHED AND status = 's3' THEN
+	UPDATE SET status = 's4', val = t.val || ' when3';
+ <waiting ...>
+step c2: COMMIT;
+step merge_status: <... completed>
+step select1: SELECT * FROM target;
+key            balance        status         val            
+
+1              160            s3             setup updated by update2 when2
+step c1: COMMIT;
+
+starting permutation: update3 merge_status c2 select1 c1
+step update3: UPDATE target t SET status = 's3', val = t.val || ' updated by update3' WHERE t.key = 1;
+step merge_status: 
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND status = 's1' THEN
+	UPDATE SET status = 's2', val = t.val || ' when1'
+  WHEN MATCHED AND status = 's2' THEN
+	UPDATE SET status = 's3', val = t.val || ' when2'
+  WHEN MATCHED AND status = 's3' THEN
+	UPDATE SET status = 's4', val = t.val || ' when3';
+ <waiting ...>
+step c2: COMMIT;
+step merge_status: <... completed>
+step select1: SELECT * FROM target;
+key            balance        status         val            
+
+1              160            s4             setup updated by update3 when3
+step c1: COMMIT;
+
+starting permutation: update5 merge_status c2 select1 c1
+step update5: UPDATE target t SET status = 's5', val = t.val || ' updated by update5' WHERE t.key = 1;
+step merge_status: 
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND status = 's1' THEN
+	UPDATE SET status = 's2', val = t.val || ' when1'
+  WHEN MATCHED AND status = 's2' THEN
+	UPDATE SET status = 's3', val = t.val || ' when2'
+  WHEN MATCHED AND status = 's3' THEN
+	UPDATE SET status = 's4', val = t.val || ' when3';
+ <waiting ...>
+step c2: COMMIT;
+step merge_status: <... completed>
+step select1: SELECT * FROM target;
+key            balance        status         val            
+
+1              160            s5             setup updated by update5
+step c1: COMMIT;
+
+starting permutation: update_bal1 merge_bal c2 select1 c1
+step update_bal1: UPDATE target t SET balance = 50, val = t.val || ' updated by update_bal1' WHERE t.key = 1;
+step merge_bal: 
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND balance < 100 THEN
+	UPDATE SET balance = balance * 2, val = t.val || ' when1'
+  WHEN MATCHED AND balance < 200 THEN
+	UPDATE SET balance = balance * 4, val = t.val || ' when2'
+  WHEN MATCHED AND balance < 300 THEN
+	UPDATE SET balance = balance * 8, val = t.val || ' when3';
+ <waiting ...>
+step c2: COMMIT;
+step merge_bal: <... completed>
+step select1: SELECT * FROM target;
+key            balance        status         val            
+
+1              100            s1             setup updated by update_bal1 when1
+step c1: COMMIT;
diff --git a/src/test/isolation/expected/merge-update.out b/src/test/isolation/expected/merge-update.out
new file mode 100644
index 0000000000..68207a6f0e
--- /dev/null
+++ b/src/test/isolation/expected/merge-update.out
@@ -0,0 +1,238 @@
+Parsed test spec with 2 sessions
+
+starting permutation: merge1 c1 select2 c2
+step merge1: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step c1: COMMIT;
+step select2: SELECT * FROM target;
+key            val            
+
+2              setup1 updated by merge1
+step c2: COMMIT;
+
+starting permutation: merge1 c1 merge2a select2 c2
+step merge1: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step c1: COMMIT;
+step merge2a: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step select2: SELECT * FROM target;
+key            val            
+
+2              setup1 updated by merge1
+1              merge2a        
+step c2: COMMIT;
+
+starting permutation: merge1 merge2a c1 select2 c2
+step merge1: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step merge2a: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+ <waiting ...>
+step c1: COMMIT;
+step merge2a: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+2              setup1 updated by merge1
+1              merge2a        
+step c2: COMMIT;
+
+starting permutation: merge1 merge2a a1 select2 c2
+step merge1: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step merge2a: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+ <waiting ...>
+step a1: ABORT;
+step merge2a: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+2              setup1 updated by merge2a
+step c2: COMMIT;
+
+starting permutation: merge1 merge2b c1 select2 c2
+step merge1: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step merge2b: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2b' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED AND t.key < 2 THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+ <waiting ...>
+step c1: COMMIT;
+step merge2b: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+2              setup1 updated by merge1
+1              merge2b        
+step c2: COMMIT;
+
+starting permutation: merge1 merge2c c1 select2 c2
+step merge1: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step merge2c: 
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2c' as val) s
+  ON s.key = t.key AND t.key < 2
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+ <waiting ...>
+step c1: COMMIT;
+step merge2c: <... completed>
+step select2: SELECT * FROM target;
+key            val            
+
+2              setup1 updated by merge1
+1              merge2c        
+step c2: COMMIT;
+
+starting permutation: pa_merge1 pa_merge2a c1 pa_select2 c2
+step pa_merge1: 
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set val = t.val || ' updated by ' || s.val;
+
+step pa_merge2a: 
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+ <waiting ...>
+step c1: COMMIT;
+step pa_merge2a: <... completed>
+step pa_select2: SELECT * FROM pa_target;
+key            val            
+
+2              initial        
+2              initial updated by pa_merge1 updated by pa_merge2a
+step c2: COMMIT;
+
+starting permutation: pa_merge2 pa_merge2a c1 pa_select2 c2
+step pa_merge2: 
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step pa_merge2a: 
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+ <waiting ...>
+step c1: COMMIT;
+step pa_merge2a: <... completed>
+error in steps c1 pa_merge2a: ERROR:  tuple to be deleted was already moved to another partition due to concurrent update
+step pa_select2: SELECT * FROM pa_target;
+ERROR:  current transaction is aborted, commands ignored until end of transaction block
+step c2: COMMIT;
+
+starting permutation: pa_merge2 c1 pa_merge2a pa_select2 c2
+step pa_merge2: 
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step c1: COMMIT;
+step pa_merge2a: 
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+
+step pa_select2: SELECT * FROM pa_target;
+key            val            
+
+1              pa_merge2a     
+2              initial        
+2              initial updated by pa_merge1
+step c2: COMMIT;
diff --git a/src/test/isolation/isolation_schedule b/src/test/isolation/isolation_schedule
index f2e752c445..23bc1bbf56 100644
--- a/src/test/isolation/isolation_schedule
+++ b/src/test/isolation/isolation_schedule
@@ -40,6 +40,10 @@ test: insert-conflict-do-update
 test: insert-conflict-do-update-2
 test: insert-conflict-do-update-3
 test: insert-conflict-specconflict
+test: merge-insert-update
+test: merge-delete
+test: merge-update
+test: merge-match-recheck
 test: delete-abort-savept
 test: delete-abort-savept-2
 test: aborted-keyrevoke
diff --git a/src/test/isolation/specs/merge-delete.spec b/src/test/isolation/specs/merge-delete.spec
new file mode 100644
index 0000000000..0e7053270e
--- /dev/null
+++ b/src/test/isolation/specs/merge-delete.spec
@@ -0,0 +1,50 @@
+# MERGE DELETE
+#
+# This test looks at the interactions involving concurrent deletes
+# comparing the behavior of MERGE, DELETE and UPDATE
+
+setup
+{
+  CREATE TABLE target (key int primary key, val text);
+  INSERT INTO target VALUES (1, 'setup1');
+}
+
+teardown
+{
+  DROP TABLE target;
+}
+
+session "s1"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "delete" { DELETE FROM target t WHERE t.key = 1; }
+step "merge_delete" { MERGE INTO target t USING (SELECT 1 as key) s ON s.key = t.key WHEN MATCHED THEN DELETE; }
+step "c1" { COMMIT; }
+
+session "s2"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "update1" { UPDATE target t SET val = t.val || ' updated by update1' WHERE t.key = 1; }
+step "merge2" { MERGE INTO target t USING (SELECT 1 as key, 'merge2a' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val; }
+step "select2" { SELECT * FROM target; }
+step "c2" { COMMIT; }
+
+# Basic effects
+permutation "delete" "c1" "select2" "c2"
+permutation "merge_delete" "c1" "select2" "c2"
+
+# One after the other, no concurrency
+permutation "delete" "c1" "update1" "select2" "c2"
+permutation "merge_delete" "c1" "update1" "select2" "c2"
+permutation "delete" "c1" "merge2" "select2" "c2"
+permutation "merge_delete" "c1" "merge2" "select2" "c2"
+
+# Now with concurrency
+permutation "delete" "update1" "c1" "select2" "c2"
+permutation "merge_delete" "update1" "c1" "select2" "c2"
+permutation "delete" "merge2" "c1" "select2" "c2"
+permutation "merge_delete" "merge2" "c1" "select2" "c2"
diff --git a/src/test/isolation/specs/merge-insert-update.spec b/src/test/isolation/specs/merge-insert-update.spec
new file mode 100644
index 0000000000..1bf1ed461d
--- /dev/null
+++ b/src/test/isolation/specs/merge-insert-update.spec
@@ -0,0 +1,51 @@
+# MERGE INSERT UPDATE
+#
+# This looks at how we handle concurrent INSERTs, illustrating how the
+# behavior differs from INSERT ... ON CONFLICT
+
+setup
+{
+  CREATE TABLE target (key int primary key, val text);
+}
+
+teardown
+{
+  DROP TABLE target;
+}
+
+session "s1"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "merge1" { MERGE INTO target t USING (SELECT 1 as key, 'merge1' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge1'; }
+step "delete1" { DELETE FROM target WHERE key = 1; }
+step "insert1" { INSERT INTO target VALUES (1, 'insert1'); }
+step "c1" { COMMIT; }
+step "a1" { ABORT; }
+
+session "s2"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "merge2" { MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN NOT MATCHED THEN INSERT VALUES (s.key, s.val) WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2'; }
+
+step "merge2i" { MERGE INTO target t USING (SELECT 1 as key, 'merge2' as val) s ON s.key = t.key WHEN MATCHED THEN UPDATE set val = t.val || ' updated by merge2'; }
+
+step "select2" { SELECT * FROM target; }
+step "c2" { COMMIT; }
+
+# Basic effects
+permutation "merge1" "c1" "select2" "c2"
+permutation "merge1" "c1" "merge2" "select2" "c2"
+
+# check concurrent inserts
+permutation "insert1" "merge2" "c1" "select2" "c2"
+permutation "merge1" "merge2" "c1" "select2" "c2"
+permutation "merge1" "merge2" "a1" "select2" "c2"
+
+# check how we handle when visible row has been concurrently deleted, then same key re-inserted
+permutation "delete1" "insert1" "c1" "merge2" "select2" "c2"
+permutation "delete1" "insert1" "merge2" "c1" "select2" "c2"
+permutation "delete1" "insert1" "merge2i" "c1" "select2" "c2"
diff --git a/src/test/isolation/specs/merge-match-recheck.spec b/src/test/isolation/specs/merge-match-recheck.spec
new file mode 100644
index 0000000000..d56400a6a2
--- /dev/null
+++ b/src/test/isolation/specs/merge-match-recheck.spec
@@ -0,0 +1,77 @@
+# MERGE MATCHED RECHECK
+#
+# This test looks at what happens when we have complex
+# WHEN MATCHED AND conditions and a concurrent UPDATE causes a
+# recheck of the AND condition on the new row
+
+setup
+{
+  CREATE TABLE target (key int primary key, balance integer, status text, val text);
+  INSERT INTO target VALUES (1, 160, 's1', 'setup');
+}
+
+teardown
+{
+  DROP TABLE target;
+}
+
+session "s1"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "merge_status"
+{
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND status = 's1' THEN
+	UPDATE SET status = 's2', val = t.val || ' when1'
+  WHEN MATCHED AND status = 's2' THEN
+	UPDATE SET status = 's3', val = t.val || ' when2'
+  WHEN MATCHED AND status = 's3' THEN
+	UPDATE SET status = 's4', val = t.val || ' when3';
+}
+
+step "merge_bal"
+{
+  MERGE INTO target t
+  USING (SELECT 1 as key) s
+  ON s.key = t.key
+  WHEN MATCHED AND balance < 100 THEN
+	UPDATE SET balance = balance * 2, val = t.val || ' when1'
+  WHEN MATCHED AND balance < 200 THEN
+	UPDATE SET balance = balance * 4, val = t.val || ' when2'
+  WHEN MATCHED AND balance < 300 THEN
+	UPDATE SET balance = balance * 8, val = t.val || ' when3';
+}
+
+step "select1" { SELECT * FROM target; }
+step "c1" { COMMIT; }
+
+session "s2"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "update1" { UPDATE target t SET balance = balance + 10, val = t.val || ' updated by update1' WHERE t.key = 1; }
+step "update2" { UPDATE target t SET status = 's2', val = t.val || ' updated by update2' WHERE t.key = 1; }
+step "update3" { UPDATE target t SET status = 's3', val = t.val || ' updated by update3' WHERE t.key = 1; }
+step "update5" { UPDATE target t SET status = 's5', val = t.val || ' updated by update5' WHERE t.key = 1; }
+step "update_bal1" { UPDATE target t SET balance = 50, val = t.val || ' updated by update_bal1' WHERE t.key = 1; }
+step "c2" { COMMIT; }
+
+# merge_status sees concurrently updated row and rechecks WHEN conditions, but recheck passes and final status = 's2'
+permutation "update1" "merge_status" "c2" "select1" "c1"
+
+# merge_status sees concurrently updated row and rechecks WHEN conditions, recheck fails, so final status = 's3' not 's2'
+permutation "update2" "merge_status" "c2" "select1" "c1"
+
+# merge_status sees concurrently updated row and rechecks WHEN conditions, recheck fails, so final status = 's4' not 's2'
+permutation "update3" "merge_status" "c2" "select1" "c1"
+
+# merge_status sees concurrently updated row and rechecks WHEN conditions, recheck fails, but we skip update and MERGE does nothing
+permutation "update5" "merge_status" "c2" "select1" "c1"
+
+# merge_bal sees concurrently updated row and rechecks WHEN conditions, recheck fails, so final balance = 100 not 640
+permutation "update_bal1" "merge_bal" "c2" "select1" "c1"
diff --git a/src/test/isolation/specs/merge-update.spec b/src/test/isolation/specs/merge-update.spec
new file mode 100644
index 0000000000..625b477eb9
--- /dev/null
+++ b/src/test/isolation/specs/merge-update.spec
@@ -0,0 +1,133 @@
+# MERGE UPDATE
+#
+# This test exercises atypical cases
+# 1. UPDATEs of PKs that change the join in the ON clause
+# 2. UPDATEs with WHEN AND conditions that would fail after concurrent update
+# 3. UPDATEs with extra ON conditions that would fail after concurrent update
+
+setup
+{
+  CREATE TABLE target (key int primary key, val text);
+  INSERT INTO target VALUES (1, 'setup1');
+
+  CREATE TABLE pa_target (key integer, val text)
+	  PARTITION BY LIST (key);
+  CREATE TABLE part1 (key integer, val text);
+  CREATE TABLE part2 (val text, key integer);
+  CREATE TABLE part3 (key integer, val text);
+
+  ALTER TABLE pa_target ATTACH PARTITION part1 FOR VALUES IN (1,4);
+  ALTER TABLE pa_target ATTACH PARTITION part2 FOR VALUES IN (2,5,6);
+  ALTER TABLE pa_target ATTACH PARTITION part3 DEFAULT;
+
+  INSERT INTO pa_target VALUES (1, 'initial');
+  INSERT INTO pa_target VALUES (2, 'initial');
+}
+
+teardown
+{
+  DROP TABLE target;
+  DROP TABLE pa_target CASCADE;
+}
+
+session "s1"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "merge1"
+{
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+}
+step "pa_merge1"
+{
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set val = t.val || ' updated by ' || s.val;
+}
+step "pa_merge2"
+{
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge1' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+    UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+}
+step "c1" { COMMIT; }
+step "a1" { ABORT; }
+
+session "s2"
+setup
+{
+  BEGIN ISOLATION LEVEL READ COMMITTED;
+}
+step "merge2a"
+{
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+}
+step "merge2b"
+{
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2b' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED AND t.key < 2 THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+}
+step "merge2c"
+{
+  MERGE INTO target t
+  USING (SELECT 1 as key, 'merge2c' as val) s
+  ON s.key = t.key AND t.key < 2
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+}
+step "pa_merge2a"
+{
+  MERGE INTO pa_target t
+  USING (SELECT 1 as key, 'pa_merge2a' as val) s
+  ON s.key = t.key
+  WHEN NOT MATCHED THEN
+	INSERT VALUES (s.key, s.val)
+  WHEN MATCHED THEN
+	UPDATE set key = t.key + 1, val = t.val || ' updated by ' || s.val;
+}
+step "select2" { SELECT * FROM target; }
+step "pa_select2" { SELECT * FROM pa_target; }
+step "c2" { COMMIT; }
+
+# Basic effects
+permutation "merge1" "c1" "select2" "c2"
+
+# One after the other, no concurrency
+permutation "merge1" "c1" "merge2a" "select2" "c2"
+
+# Now with concurrency
+permutation "merge1" "merge2a" "c1" "select2" "c2"
+permutation "merge1" "merge2a" "a1" "select2" "c2"
+permutation "merge1" "merge2b" "c1" "select2" "c2"
+permutation "merge1" "merge2c" "c1" "select2" "c2"
+permutation "pa_merge1" "pa_merge2a" "c1" "pa_select2" "c2"
+permutation "pa_merge2" "pa_merge2a" "c1" "pa_select2" "c2" # fails
+permutation "pa_merge2" "c1" "pa_merge2a" "pa_select2" "c2" # succeeds
diff --git a/src/test/regress/expected/identity.out b/src/test/regress/expected/identity.out
index fbca0333a2..37730f67c1 100644
--- a/src/test/regress/expected/identity.out
+++ b/src/test/regress/expected/identity.out
@@ -547,3 +547,57 @@ CREATE TABLE itest14 (id serial);
 ALTER TABLE itest14 ALTER id DROP DEFAULT;
 ALTER TABLE itest14 ALTER id ADD GENERATED BY DEFAULT AS IDENTITY;
 INSERT INTO itest14 (id) VALUES (DEFAULT);
+-- MERGE tests
+CREATE TABLE itest15 (a int GENERATED ALWAYS AS IDENTITY, b text);
+CREATE TABLE itest16 (a int GENERATED BY DEFAULT AS IDENTITY, b text);
+MERGE INTO itest15 t
+USING (SELECT 10 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) VALUES (s.s_a, s.s_b);
+ERROR:  cannot insert a non-DEFAULT value into column "a"
+DETAIL:  Column "a" is an identity column defined as GENERATED ALWAYS.
+HINT:  Use OVERRIDING SYSTEM VALUE to override.
+-- Used to fail, but now it works and ignores the user supplied value
+MERGE INTO itest15 t
+USING (SELECT 20 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING USER VALUE VALUES (s.s_a, s.s_b);
+MERGE INTO itest15 t
+USING (SELECT 30 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING SYSTEM VALUE VALUES (s.s_a, s.s_b);
+MERGE INTO itest16 t
+USING (SELECT 10 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) VALUES (s.s_a, s.s_b);
+MERGE INTO itest16 t
+USING (SELECT 20 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING USER VALUE VALUES (s.s_a, s.s_b);
+MERGE INTO itest16 t
+USING (SELECT 30 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING SYSTEM VALUE VALUES (s.s_a, s.s_b);
+SELECT * FROM itest15;
+ a  |         b         
+----+-------------------
+  1 | inserted by merge
+ 30 | inserted by merge
+(2 rows)
+
+SELECT * FROM itest16;
+ a  |         b         
+----+-------------------
+ 10 | inserted by merge
+  1 | inserted by merge
+ 30 | inserted by merge
+(3 rows)
+
+DROP TABLE itest15;
+DROP TABLE itest16;
diff --git a/src/test/regress/expected/merge.out b/src/test/regress/expected/merge.out
new file mode 100644
index 0000000000..8551e01650
--- /dev/null
+++ b/src/test/regress/expected/merge.out
@@ -0,0 +1,1665 @@
+--
+-- MERGE
+--
+--\set VERBOSITY verbose
+--set debug_print_rewritten = true;
+--set debug_print_parse = true;
+--set debug_print_pretty = true;
+CREATE USER merge_privs;
+CREATE USER merge_no_privs;
+DROP TABLE IF EXISTS target;
+NOTICE:  table "target" does not exist, skipping
+DROP TABLE IF EXISTS source;
+NOTICE:  table "source" does not exist, skipping
+CREATE TABLE target (tid integer, balance integer);
+CREATE TABLE source (sid integer, delta integer); --no index
+INSERT INTO target VALUES (1, 10);
+INSERT INTO target VALUES (2, 20);
+INSERT INTO target VALUES (3, 30);
+SELECT t.ctid is not null as matched, t.*, s.* FROM source s FULL OUTER JOIN target t ON s.sid = t.tid ORDER BY t.tid, s.sid;
+ matched | tid | balance | sid | delta 
+---------+-----+---------+-----+-------
+ t       |   1 |      10 |     |      
+ t       |   2 |      20 |     |      
+ t       |   3 |      30 |     |      
+(3 rows)
+
+ALTER TABLE target OWNER TO merge_privs;
+ALTER TABLE source OWNER TO merge_privs;
+CREATE TABLE target2 (tid integer, balance integer);
+CREATE TABLE source2 (sid integer, delta integer);
+ALTER TABLE target2 OWNER TO merge_no_privs;
+ALTER TABLE source2 OWNER TO merge_no_privs;
+GRANT INSERT ON target TO merge_no_privs;
+SET SESSION AUTHORIZATION merge_privs;
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+                QUERY PLAN                
+------------------------------------------
+ Merge on target t
+   ->  Merge Join
+         Merge Cond: (t_1.tid = s.sid)
+         ->  Sort
+               Sort Key: t_1.tid
+               ->  Seq Scan on target t_1
+         ->  Sort
+               Sort Key: s.sid
+               ->  Seq Scan on source s
+(9 rows)
+
+--
+-- Errors
+--
+MERGE INTO target t RANDOMWORD
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+ERROR:  syntax error at or near "RANDOMWORD"
+LINE 1: MERGE INTO target t RANDOMWORD
+                            ^
+-- MATCHED/INSERT error
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+ERROR:  syntax error at or near "INSERT"
+LINE 5:  INSERT DEFAULT VALUES
+         ^
+-- incorrectly specifying INTO target
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT INTO target DEFAULT VALUES
+;
+ERROR:  syntax error at or near "INTO"
+LINE 5:  INSERT INTO target DEFAULT VALUES
+                ^
+-- Multiple VALUES clause
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (1,1), (2,2);
+ERROR:  syntax error at or near ","
+LINE 5:  INSERT VALUES (1,1), (2,2);
+                            ^
+;
+-- SELECT query for INSERT
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT SELECT (1, 1);
+ERROR:  syntax error at or near "SELECT"
+LINE 5:  INSERT SELECT (1, 1);
+                ^
+;
+-- NOT MATCHED/UPDATE
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	UPDATE SET balance = 0
+;
+ERROR:  syntax error at or near "UPDATE"
+LINE 5:  UPDATE SET balance = 0
+         ^
+-- UPDATE tablename
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE target SET balance = 0
+;
+ERROR:  syntax error at or near "target"
+LINE 5:  UPDATE target SET balance = 0
+                ^
+-- unsupported relation types
+-- view
+CREATE VIEW tv AS SELECT * FROM target;
+MERGE INTO tv t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+ERROR:  MERGE is not supported for this relation type
+DROP VIEW tv;
+-- materialized view
+CREATE MATERIALIZED VIEW mv AS SELECT * FROM target;
+MERGE INTO mv t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+ERROR:  MERGE is not supported for this relation type
+DROP MATERIALIZED VIEW mv;
+-- inherited table
+CREATE TABLE inhp (tid int, balance int);
+CREATE TABLE child1() INHERITS (inhp);
+CREATE TABLE child2() INHERITS (child1);
+MERGE INTO inhp t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+ERROR:  MERGE is not supported for relations with inheritance
+MERGE INTO child1 t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+ERROR:  MERGE is not supported for relations with inheritance
+-- this should be ok
+MERGE INTO child2 t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+DROP TABLE inhp, child1, child2;
+-- permissions
+MERGE INTO target
+USING source2
+ON target.tid = source2.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+ERROR:  permission denied for table source2
+GRANT INSERT ON target TO merge_no_privs;
+SET SESSION AUTHORIZATION merge_no_privs;
+MERGE INTO target
+USING source2
+ON target.tid = source2.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+ERROR:  permission denied for table target
+GRANT UPDATE ON target2 TO merge_privs;
+SET SESSION AUTHORIZATION merge_privs;
+MERGE INTO target2
+USING source
+ON target2.tid = source.sid
+WHEN MATCHED THEN
+	DELETE
+;
+ERROR:  permission denied for table target2
+MERGE INTO target2
+USING source
+ON target2.tid = source.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+ERROR:  permission denied for table target2
+-- check if the target can be accessed from source relation subquery; we should
+-- not be able to do so
+MERGE INTO target t
+USING (SELECT * FROM source WHERE t.tid > sid) s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+ERROR:  invalid reference to FROM-clause entry for table "t"
+LINE 2: USING (SELECT * FROM source WHERE t.tid > sid) s
+                                          ^
+HINT:  There is an entry for table "t", but it cannot be referenced from this part of the query.
+--
+-- initial tests
+--
+-- zero rows in source has no effect
+MERGE INTO target
+USING source
+ON target.tid = source.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+ROLLBACK;
+-- insert some non-matching source rows to work from
+INSERT INTO source VALUES (4, 40);
+SELECT * FROM source ORDER BY sid;
+ sid | delta 
+-----+-------
+   4 |    40
+(1 row)
+
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+(3 rows)
+
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	DO NOTHING
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+     |        
+(4 rows)
+
+ROLLBACK;
+-- index plans
+INSERT INTO target SELECT generate_series(1000,2500), 0;
+ALTER TABLE target ADD PRIMARY KEY (tid);
+ANALYZE target;
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+                QUERY PLAN                
+------------------------------------------
+ Merge on target t
+   ->  Hash Join
+         Hash Cond: (s.sid = t_1.tid)
+         ->  Seq Scan on source s
+         ->  Hash
+               ->  Seq Scan on target t_1
+(6 rows)
+
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+                QUERY PLAN                
+------------------------------------------
+ Merge on target t
+   ->  Hash Join
+         Hash Cond: (s.sid = t_1.tid)
+         ->  Seq Scan on source s
+         ->  Hash
+               ->  Seq Scan on target t_1
+(6 rows)
+
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, NULL);
+                QUERY PLAN                
+------------------------------------------
+ Merge on target t
+   ->  Hash Left Join
+         Hash Cond: (s.sid = t_1.tid)
+         ->  Seq Scan on source s
+         ->  Hash
+               ->  Seq Scan on target t_1
+(6 rows)
+
+;
+DELETE FROM target WHERE tid > 100;
+ANALYZE target;
+-- insert some matching source rows to work from
+INSERT INTO source VALUES (2, 5);
+INSERT INTO source VALUES (3, 20);
+SELECT * FROM source ORDER BY sid;
+ sid | delta 
+-----+-------
+   2 |     5
+   3 |    20
+   4 |    40
+(3 rows)
+
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+(3 rows)
+
+-- equivalent of an UPDATE join
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |       0
+   3 |       0
+(3 rows)
+
+ROLLBACK;
+-- equivalent of a DELETE join
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+(1 row)
+
+ROLLBACK;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, NULL)
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   4 |        
+(4 rows)
+
+ROLLBACK;
+-- duplicate source row causes multiple target row update ERROR
+INSERT INTO source VALUES (2, 5);
+SELECT * FROM source ORDER BY sid;
+ sid | delta 
+-----+-------
+   2 |     5
+   2 |     5
+   3 |    20
+   4 |    40
+(4 rows)
+
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+(3 rows)
+
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+ERROR:  MERGE command cannot affect row a second time
+HINT:  Ensure that not more than one source row matches any one target row
+ROLLBACK;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+ERROR:  MERGE command cannot affect row a second time
+HINT:  Ensure that not more than one source row matches any one target row
+ROLLBACK;
+-- correct source data
+DELETE FROM source WHERE sid = 2;
+INSERT INTO source VALUES (2, 5);
+SELECT * FROM source ORDER BY sid;
+ sid | delta 
+-----+-------
+   2 |     5
+   3 |    20
+   4 |    40
+(3 rows)
+
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+(3 rows)
+
+-- remove constraints
+alter table target drop CONSTRAINT target_pkey;
+alter table target alter column tid drop not null;
+-- multiple actions
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, 4)
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |       0
+   3 |       0
+   4 |       4
+(4 rows)
+
+ROLLBACK;
+-- should be equivalent
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, 4);
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |       0
+   3 |       0
+   4 |       4
+(4 rows)
+
+ROLLBACK;
+-- column references
+-- do a simple equivalent of an UPDATE join
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = t.balance + s.delta
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      25
+   3 |      50
+(3 rows)
+
+ROLLBACK;
+-- do a simple equivalent of an INSERT SELECT
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   4 |      40
+(4 rows)
+
+ROLLBACK;
+-- and again with explicitly identified column list
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   4 |      40
+(4 rows)
+
+ROLLBACK;
+-- and again with a subtle error: referring to non-existent target row for NOT MATCHED
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (t.tid, s.delta)
+;
+ERROR:  invalid reference to FROM-clause entry for table "t"
+LINE 5:  INSERT (tid, balance) VALUES (t.tid, s.delta)
+                                       ^
+HINT:  There is an entry for table "t", but it cannot be referenced from this part of the query.
+-- and again with a constant ON clause
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON (SELECT true)
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (t.tid, s.delta)
+;
+ERROR:  invalid reference to FROM-clause entry for table "t"
+LINE 5:  INSERT (tid, balance) VALUES (t.tid, s.delta)
+                                       ^
+HINT:  There is an entry for table "t", but it cannot be referenced from this part of the query.
+SELECT * FROM target ORDER BY tid;
+ERROR:  current transaction is aborted, commands ignored until end of transaction block
+ROLLBACK;
+-- now the classic UPSERT
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = t.balance + s.delta
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      25
+   3 |      50
+   4 |      40
+(4 rows)
+
+ROLLBACK;
+-- unreachable WHEN clause should ERROR
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN /* Terminal WHEN clause for MATCHED */
+	DELETE
+WHEN MATCHED AND s.delta > 0 THEN
+	UPDATE SET balance = t.balance - s.delta
+;
+ERROR:  unreachable WHEN clause specified after unconditional WHEN clause
+ROLLBACK;
+-- conditional WHEN clause
+CREATE TABLE wq_target (tid integer not null, balance integer DEFAULT -1);
+CREATE TABLE wq_source (balance integer, sid integer);
+INSERT INTO wq_source (sid, balance) VALUES (1, 100);
+BEGIN;
+-- try a simple INSERT with default values first
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |      -1
+(1 row)
+
+ROLLBACK;
+-- this time with a FALSE condition
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND FALSE THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+(0 rows)
+
+-- this time with an actual condition which returns false
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND s.balance <> 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+(0 rows)
+
+BEGIN;
+-- and now with a condition which returns true
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND s.balance = 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |      -1
+(1 row)
+
+ROLLBACK;
+-- conditions in the NOT MATCHED clause can only refer to source columns
+BEGIN;
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND t.balance = 100 THEN
+	INSERT (tid) VALUES (s.sid);
+ERROR:  invalid reference to FROM-clause entry for table "t"
+LINE 3: WHEN NOT MATCHED AND t.balance = 100 THEN
+                             ^
+HINT:  There is an entry for table "t", but it cannot be referenced from this part of the query.
+SELECT * FROM wq_target;
+ERROR:  current transaction is aborted, commands ignored until end of transaction block
+ROLLBACK;
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND s.balance = 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |      -1
+(1 row)
+
+-- conditions in MATCHED clause can refer to both source and target
+SELECT * FROM wq_source;
+ balance | sid 
+---------+-----
+     100 |   1
+(1 row)
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND s.balance = 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |      99
+(1 row)
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |      99
+(1 row)
+
+-- check if AND works
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 99 AND s.balance > 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |      99
+(1 row)
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 99 AND s.balance = 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |     199
+(1 row)
+
+-- check if OR works
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 99 OR s.balance > 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |     199
+(1 row)
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 199 OR s.balance > 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |     299
+(1 row)
+
+-- check if subqueries work in the conditions?
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance > (SELECT max(balance) FROM target) THEN
+	UPDATE SET balance = t.balance + s.balance;
+-- check if we can access system columns in the conditions
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.xmin = t.xmax THEN
+	UPDATE SET balance = t.balance + s.balance;
+ERROR:  cannot use system column "xmin" in WHEN AND condition
+LINE 3: WHEN MATCHED AND t.xmin = t.xmax THEN
+                         ^
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.tableoid >= 0 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+ tid | balance 
+-----+---------
+   1 |     499
+(1 row)
+
+-- test preventing WHEN AND conditions from writing to the database
+create or replace function merge_when_and_write() returns boolean
+language plpgsql as
+$$
+BEGIN
+	INSERT INTO target VALUES (100, 100);
+	RETURN TRUE;
+END;
+$$;
+BEGIN;
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND (merge_when_and_write()) THEN
+	UPDATE SET balance = t.balance + s.balance;
+ROLLBACK;
+drop function merge_when_and_write();
+DROP TABLE wq_target, wq_source;
+-- test triggers
+create or replace function merge_trigfunc () returns trigger
+language plpgsql as
+$$
+BEGIN
+	RAISE NOTICE '% % % trigger', TG_WHEN, TG_OP, TG_LEVEL;
+	IF (TG_WHEN = 'BEFORE' AND TG_LEVEL = 'ROW') THEN
+		IF (TG_OP = 'DELETE') THEN
+			RETURN OLD;
+		ELSE
+			RETURN NEW;
+		END IF;
+	ELSE
+		RETURN NULL;
+	END IF;
+END;
+$$;
+CREATE TRIGGER merge_bsi BEFORE INSERT ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bsu BEFORE UPDATE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bsd BEFORE DELETE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_asi AFTER INSERT ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_asu AFTER UPDATE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_asd AFTER DELETE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bri BEFORE INSERT ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bru BEFORE UPDATE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_brd BEFORE DELETE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_ari AFTER INSERT ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_aru AFTER UPDATE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_ard AFTER DELETE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+-- now the classic UPSERT, with a DELETE
+BEGIN;
+UPDATE target SET balance = 0 WHERE tid = 3;
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED AND t.balance > s.delta THEN
+	UPDATE SET balance = t.balance - s.delta
+WHEN MATCHED THEN
+	DELETE
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s.sid, s.delta)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE DELETE STATEMENT trigger
+NOTICE:  BEFORE INSERT ROW trigger
+NOTICE:  BEFORE DELETE ROW trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER INSERT ROW trigger
+NOTICE:  AFTER DELETE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER DELETE STATEMENT trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      15
+   4 |      40
+(3 rows)
+
+ROLLBACK;
+-- test from PL/pgSQL
+-- make sure MERGE INTO isn't interpreted to mean returning variables like SELECT INTO
+BEGIN;
+DO LANGUAGE plpgsql $$
+BEGIN
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED AND t.balance > s.delta THEN
+	UPDATE SET balance = t.balance - s.delta
+;
+END;
+$$;
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+ROLLBACK;
+--source constants
+BEGIN;
+MERGE INTO target t
+USING (SELECT 9 AS sid, 57 AS delta) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  BEFORE INSERT ROW trigger
+NOTICE:  AFTER INSERT ROW trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   9 |      57
+(4 rows)
+
+ROLLBACK;
+--source query
+BEGIN;
+MERGE INTO target t
+USING (SELECT sid, delta FROM source WHERE delta > 0) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  BEFORE INSERT ROW trigger
+NOTICE:  AFTER INSERT ROW trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   4 |      40
+(4 rows)
+
+ROLLBACK;
+BEGIN;
+MERGE INTO target t
+USING (SELECT sid, delta as newname FROM source WHERE delta > 0) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.newname)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  BEFORE INSERT ROW trigger
+NOTICE:  AFTER INSERT ROW trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   4 |      40
+(4 rows)
+
+ROLLBACK;
+--self-merge
+BEGIN;
+MERGE INTO target t1
+USING target t2
+ON t1.tid = t2.tid
+WHEN MATCHED THEN
+	UPDATE SET balance = t1.balance + t2.balance
+WHEN NOT MATCHED THEN
+	INSERT VALUES (t2.tid, t2.balance)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      20
+   2 |      40
+   3 |      60
+(3 rows)
+
+ROLLBACK;
+BEGIN;
+MERGE INTO target t
+USING (SELECT tid as sid, balance as delta FROM target WHERE balance > 0) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+(3 rows)
+
+ROLLBACK;
+BEGIN;
+MERGE INTO target t
+USING
+(SELECT sid, max(delta) AS delta
+ FROM source
+ GROUP BY sid
+ HAVING count(*) = 1
+ ORDER BY sid ASC) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+NOTICE:  BEFORE INSERT STATEMENT trigger
+NOTICE:  BEFORE INSERT ROW trigger
+NOTICE:  AFTER INSERT ROW trigger
+NOTICE:  AFTER INSERT STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      30
+   4 |      40
+(4 rows)
+
+ROLLBACK;
+-- plpgsql parameters and results
+BEGIN;
+CREATE FUNCTION merge_func (p_id integer, p_bal integer)
+RETURNS INTEGER
+LANGUAGE plpgsql
+AS $$
+DECLARE
+ result integer;
+BEGIN
+MERGE INTO target t
+USING (SELECT p_id AS sid) AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = t.balance - p_bal
+;
+IF FOUND THEN
+	GET DIAGNOSTICS result := ROW_COUNT;
+END IF;
+RETURN result;
+END;
+$$;
+SELECT merge_func(3, 4);
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+ merge_func 
+------------
+          1
+(1 row)
+
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |      10
+   2 |      20
+   3 |      26
+(3 rows)
+
+ROLLBACK;
+-- PREPARE
+BEGIN;
+prepare foom as merge into target t using (select 1 as sid) s on (t.tid = s.sid) when matched then update set balance = 1;
+execute foom;
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |       1
+   2 |      20
+   3 |      30
+(3 rows)
+
+ROLLBACK;
+BEGIN;
+PREPARE foom2 (integer, integer) AS
+MERGE INTO target t
+USING (SELECT 1) s
+ON t.tid = $1
+WHEN MATCHED THEN
+UPDATE SET balance = $2;
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+execute foom2 (1, 1);
+NOTICE:  BEFORE UPDATE STATEMENT trigger
+NOTICE:  BEFORE UPDATE ROW trigger
+NOTICE:  AFTER UPDATE ROW trigger
+NOTICE:  AFTER UPDATE STATEMENT trigger
+SELECT * FROM target ORDER BY tid;
+ tid | balance 
+-----+---------
+   1 |       1
+   2 |      20
+   3 |      30
+(3 rows)
+
+ROLLBACK;
+-- subqueries in source relation
+CREATE TABLE sq_target (tid integer NOT NULL, balance integer);
+CREATE TABLE sq_source (delta integer, sid integer, balance integer DEFAULT 0);
+INSERT INTO sq_target(tid, balance) VALUES (1,100), (2,200), (3,300);
+INSERT INTO sq_source(sid, delta) VALUES (1,10), (2,20), (4,40);
+BEGIN;
+MERGE INTO sq_target t
+USING (SELECT * FROM sq_source) s
+ON tid = sid
+WHEN MATCHED AND t.balance > delta THEN
+	UPDATE SET balance = t.balance + delta;
+SELECT * FROM sq_target;
+ tid | balance 
+-----+---------
+   3 |     300
+   1 |     110
+   2 |     220
+(3 rows)
+
+ROLLBACK;
+-- try a view
+CREATE VIEW v AS SELECT * FROM sq_source WHERE sid < 2;
+BEGIN;
+MERGE INTO sq_target
+USING v
+ON tid = sid
+WHEN MATCHED THEN
+    UPDATE SET balance = v.balance + delta;
+SELECT * FROM sq_target;
+ tid | balance 
+-----+---------
+   2 |     200
+   3 |     300
+   1 |      10
+(3 rows)
+
+ROLLBACK;
+-- ambiguous reference to a column
+BEGIN;
+MERGE INTO sq_target
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE;
+ERROR:  column reference "balance" is ambiguous
+LINE 5:     UPDATE SET balance = balance + delta
+                                 ^
+ROLLBACK;
+BEGIN;
+INSERT INTO sq_source (sid, balance, delta) VALUES (-1, -1, -10);
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = t.balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE;
+SELECT * FROM sq_target;
+ tid | balance 
+-----+---------
+   2 |     200
+   3 |     300
+  -1 |     -11
+(3 rows)
+
+ROLLBACK;
+-- CTEs
+BEGIN;
+INSERT INTO sq_source (sid, balance, delta) VALUES (-1, -1, -10);
+WITH targq AS (
+	SELECT * FROM v
+)
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = t.balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE
+;
+ROLLBACK;
+-- RETURNING
+BEGIN;
+INSERT INTO sq_source (sid, balance, delta) VALUES (-1, -1, -10);
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = t.balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE
+RETURNING *
+;
+ERROR:  syntax error at or near "RETURNING"
+LINE 10: RETURNING *
+         ^
+ROLLBACK;
+-- EXPLAIN
+CREATE TABLE ex_mtarget (a int, b int);
+CREATE TABLE ex_msource (a int, b int);
+INSERT INTO ex_mtarget SELECT i, i*10 FROM generate_series(1,100,2) i;
+INSERT INTO ex_msource SELECT i, i*10 FROM generate_series(1,100,1) i;
+-- only updates
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = t.b + 1;
+-- only updates to selected tuples
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED AND t.a < 10 THEN
+	UPDATE SET b = t.b + 1;
+-- updates + deletes
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED AND t.a < 10 THEN
+	UPDATE SET b = t.b + 1
+WHEN MATCHED AND t.a >= 10 AND t.a <= 20 THEN
+	DELETE;
+-- only inserts
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN NOT MATCHED AND s.a < 10 THEN
+	INSERT VALUES (a, b);
+-- all three
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED AND t.a < 10 THEN
+	UPDATE SET b = t.b + 1
+WHEN MATCHED AND t.a >= 30 AND t.a <= 40 THEN
+	DELETE
+WHEN NOT MATCHED AND s.a < 20 THEN
+	INSERT VALUES (a, b);
+DROP TABLE ex_msource, ex_mtarget;
+-- Subqueries
+BEGIN;
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED THEN
+    UPDATE SET balance = (SELECT count(*) FROM sq_target)
+;
+SELECT * FROM sq_target WHERE tid = 1;
+ tid | balance 
+-----+---------
+   1 |       3
+(1 row)
+
+ROLLBACK;
+BEGIN;
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND (SELECT count(*) > 0 FROM sq_target) THEN
+    UPDATE SET balance = 42
+;
+SELECT * FROM sq_target WHERE tid = 1;
+ tid | balance 
+-----+---------
+   1 |      42
+(1 row)
+
+ROLLBACK;
+BEGIN;
+MERGE INTO sq_target t
+USING v
+ON tid = sid AND (SELECT count(*) > 0 FROM sq_target)
+WHEN MATCHED THEN
+    UPDATE SET balance = 42
+;
+SELECT * FROM sq_target WHERE tid = 1;
+ tid | balance 
+-----+---------
+   1 |      42
+(1 row)
+
+ROLLBACK;
+DROP TABLE sq_target, sq_source CASCADE;
+NOTICE:  drop cascades to view v
+CREATE TABLE pa_target (tid integer, balance float, val text)
+	PARTITION BY LIST (tid);
+CREATE TABLE part1 PARTITION OF pa_target FOR VALUES IN (1,4);
+CREATE TABLE part2 PARTITION OF pa_target FOR VALUES IN (2,5,6);
+CREATE TABLE part3 PARTITION OF pa_target FOR VALUES IN (3,8,9);
+CREATE TABLE part4 PARTITION OF pa_target DEFAULT;
+CREATE TABLE pa_source (sid integer, delta float);
+-- insert many rows to the source table
+INSERT INTO pa_source SELECT id, id * 10  FROM generate_series(1,14) AS id;
+-- insert a few rows in the target table (odd numbered tid)
+INSERT INTO pa_target SELECT id, id * 100, 'initial' FROM generate_series(1,14,2) AS id;
+-- try simple MERGE
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ tid | balance |           val            
+-----+---------+--------------------------
+   1 |     110 | initial updated by merge
+   2 |      20 | inserted by merge
+   3 |     330 | initial updated by merge
+   4 |      40 | inserted by merge
+   5 |     550 | initial updated by merge
+   6 |      60 | inserted by merge
+   7 |     770 | initial updated by merge
+   8 |      80 | inserted by merge
+   9 |     990 | initial updated by merge
+  10 |     100 | inserted by merge
+  11 |    1210 | initial updated by merge
+  12 |     120 | inserted by merge
+  13 |    1430 | initial updated by merge
+  14 |     140 | inserted by merge
+(14 rows)
+
+ROLLBACK;
+-- same with a constant qual
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid AND tid = 1
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ tid | balance |           val            
+-----+---------+--------------------------
+   1 |     110 | initial updated by merge
+   2 |      20 | inserted by merge
+   3 |      30 | inserted by merge
+   3 |     300 | initial
+   4 |      40 | inserted by merge
+   5 |     500 | initial
+   5 |      50 | inserted by merge
+   6 |      60 | inserted by merge
+   7 |     700 | initial
+   7 |      70 | inserted by merge
+   8 |      80 | inserted by merge
+   9 |      90 | inserted by merge
+   9 |     900 | initial
+  10 |     100 | inserted by merge
+  11 |    1100 | initial
+  11 |     110 | inserted by merge
+  12 |     120 | inserted by merge
+  13 |    1300 | initial
+  13 |     130 | inserted by merge
+  14 |     140 | inserted by merge
+(20 rows)
+
+ROLLBACK;
+-- try updating the partition key column
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET tid = tid + 1, balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ tid | balance |           val            
+-----+---------+--------------------------
+   2 |     110 | initial updated by merge
+   2 |      20 | inserted by merge
+   4 |      40 | inserted by merge
+   4 |     330 | initial updated by merge
+   6 |     550 | initial updated by merge
+   6 |      60 | inserted by merge
+   8 |      80 | inserted by merge
+   8 |     770 | initial updated by merge
+  10 |     990 | initial updated by merge
+  10 |     100 | inserted by merge
+  12 |    1210 | initial updated by merge
+  12 |     120 | inserted by merge
+  14 |    1430 | initial updated by merge
+  14 |     140 | inserted by merge
+(14 rows)
+
+ROLLBACK;
+DROP TABLE pa_target CASCADE;
+-- The target table is partitioned in the same way, but this time by attaching
+-- partitions which have columns in different order, dropped columns etc.
+CREATE TABLE pa_target (tid integer, balance float, val text)
+	PARTITION BY LIST (tid);
+CREATE TABLE part1 (tid integer, balance float, val text);
+CREATE TABLE part2 (balance float, tid integer, val text);
+CREATE TABLE part3 (tid integer, balance float, val text);
+CREATE TABLE part4 (extraid text, tid integer, balance float, val text);
+ALTER TABLE part4 DROP COLUMN extraid;
+ALTER TABLE pa_target ATTACH PARTITION part1 FOR VALUES IN (1,4);
+ALTER TABLE pa_target ATTACH PARTITION part2 FOR VALUES IN (2,5,6);
+ALTER TABLE pa_target ATTACH PARTITION part3 FOR VALUES IN (3,8,9);
+ALTER TABLE pa_target ATTACH PARTITION part4 DEFAULT;
+-- insert a few rows in the target table (odd numbered tid)
+INSERT INTO pa_target SELECT id, id * 100, 'initial' FROM generate_series(1,14,2) AS id;
+-- try simple MERGE
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ tid | balance |           val            
+-----+---------+--------------------------
+   1 |     110 | initial updated by merge
+   2 |      20 | inserted by merge
+   3 |     330 | initial updated by merge
+   4 |      40 | inserted by merge
+   5 |     550 | initial updated by merge
+   6 |      60 | inserted by merge
+   7 |     770 | initial updated by merge
+   8 |      80 | inserted by merge
+   9 |     990 | initial updated by merge
+  10 |     100 | inserted by merge
+  11 |    1210 | initial updated by merge
+  12 |     120 | inserted by merge
+  13 |    1430 | initial updated by merge
+  14 |     140 | inserted by merge
+(14 rows)
+
+ROLLBACK;
+-- same with a constant qual
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid AND tid = 1
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ tid | balance |           val            
+-----+---------+--------------------------
+   1 |     110 | initial updated by merge
+   2 |      20 | inserted by merge
+   3 |      30 | inserted by merge
+   3 |     300 | initial
+   4 |      40 | inserted by merge
+   5 |     500 | initial
+   5 |      50 | inserted by merge
+   6 |      60 | inserted by merge
+   7 |     700 | initial
+   7 |      70 | inserted by merge
+   8 |      80 | inserted by merge
+   9 |      90 | inserted by merge
+   9 |     900 | initial
+  10 |     100 | inserted by merge
+  11 |    1100 | initial
+  11 |     110 | inserted by merge
+  12 |     120 | inserted by merge
+  13 |    1300 | initial
+  13 |     130 | inserted by merge
+  14 |     140 | inserted by merge
+(20 rows)
+
+ROLLBACK;
+-- try updating the partition key column
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET tid = tid + 1, balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ tid | balance |           val            
+-----+---------+--------------------------
+   2 |     110 | initial updated by merge
+   2 |      20 | inserted by merge
+   4 |      40 | inserted by merge
+   4 |     330 | initial updated by merge
+   6 |     550 | initial updated by merge
+   6 |      60 | inserted by merge
+   8 |      80 | inserted by merge
+   8 |     770 | initial updated by merge
+  10 |     990 | initial updated by merge
+  10 |     100 | inserted by merge
+  12 |    1210 | initial updated by merge
+  12 |     120 | inserted by merge
+  14 |    1430 | initial updated by merge
+  14 |     140 | inserted by merge
+(14 rows)
+
+ROLLBACK;
+DROP TABLE pa_source;
+DROP TABLE pa_target CASCADE;
+-- Sub-partitionin
+CREATE TABLE pa_target (logts timestamp, tid integer, balance float, val text)
+	PARTITION BY RANGE (logts);
+CREATE TABLE part_m01 PARTITION OF pa_target
+	FOR VALUES FROM ('2017-01-01') TO ('2017-02-01')
+	PARTITION BY LIST (tid);
+CREATE TABLE part_m01_odd PARTITION OF part_m01
+	FOR VALUES IN (1,3,5,7,9);
+CREATE TABLE part_m01_even PARTITION OF part_m01
+	FOR VALUES IN (2,4,6,8);
+CREATE TABLE part_m02 PARTITION OF pa_target
+	FOR VALUES FROM ('2017-02-01') TO ('2017-03-01')
+	PARTITION BY LIST (tid);
+CREATE TABLE part_m02_odd PARTITION OF part_m02
+	FOR VALUES IN (1,3,5,7,9);
+CREATE TABLE part_m02_even PARTITION OF part_m02
+	FOR VALUES IN (2,4,6,8);
+CREATE TABLE pa_source (sid integer, delta float);
+-- insert many rows to the source table
+INSERT INTO pa_source SELECT id, id * 10  FROM generate_series(1,14) AS id;
+-- insert a few rows in the target table (odd numbered tid)
+INSERT INTO pa_target SELECT '2017-01-31', id, id * 100, 'initial' FROM generate_series(1,9,3) AS id;
+INSERT INTO pa_target SELECT '2017-02-28', id, id * 100, 'initial' FROM generate_series(2,9,3) AS id;
+-- try simple MERGE
+BEGIN;
+MERGE INTO pa_target t
+  USING (SELECT '2017-01-15' AS slogts, * FROM pa_source WHERE sid < 10) s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (slogts::timestamp, sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+          logts           | tid | balance |           val            
+--------------------------+-----+---------+--------------------------
+ Tue Jan 31 00:00:00 2017 |   1 |     110 | initial updated by merge
+ Tue Feb 28 00:00:00 2017 |   2 |     220 | initial updated by merge
+ Sun Jan 15 00:00:00 2017 |   3 |      30 | inserted by merge
+ Tue Jan 31 00:00:00 2017 |   4 |     440 | initial updated by merge
+ Tue Feb 28 00:00:00 2017 |   5 |     550 | initial updated by merge
+ Sun Jan 15 00:00:00 2017 |   6 |      60 | inserted by merge
+ Tue Jan 31 00:00:00 2017 |   7 |     770 | initial updated by merge
+ Tue Feb 28 00:00:00 2017 |   8 |     880 | initial updated by merge
+ Sun Jan 15 00:00:00 2017 |   9 |      90 | inserted by merge
+(9 rows)
+
+ROLLBACK;
+DROP TABLE pa_source;
+DROP TABLE pa_target CASCADE;
+-- some complex joins on the source side
+CREATE TABLE cj_target (tid integer, balance float, val text);
+CREATE TABLE cj_source1 (sid1 integer, scat integer, delta integer);
+CREATE TABLE cj_source2 (sid2 integer, sval text);
+INSERT INTO cj_source1 VALUES (1, 10, 100);
+INSERT INTO cj_source1 VALUES (1, 20, 200);
+INSERT INTO cj_source1 VALUES (2, 20, 300);
+INSERT INTO cj_source1 VALUES (3, 10, 400);
+INSERT INTO cj_source2 VALUES (1, 'initial source2');
+INSERT INTO cj_source2 VALUES (2, 'initial source2');
+INSERT INTO cj_source2 VALUES (3, 'initial source2');
+-- source relation is an unalised join
+MERGE INTO cj_target t
+USING cj_source1 s1
+	INNER JOIN cj_source2 s2 ON sid1 = sid2
+ON t.tid = sid1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (sid1, delta, sval);
+-- try accessing columns from either side of the source join
+MERGE INTO cj_target t
+USING cj_source2 s2
+	INNER JOIN cj_source1 s1 ON sid1 = sid2 AND scat = 20
+ON t.tid = sid1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (sid2, delta, sval)
+WHEN MATCHED THEN
+	DELETE;
+-- some simple expressions in INSERT targetlist
+MERGE INTO cj_target t
+USING cj_source2 s2
+	INNER JOIN cj_source1 s1 ON sid1 = sid2
+ON t.tid = sid1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (sid2, delta + scat, sval)
+WHEN MATCHED THEN
+	UPDATE SET val = val || ' updated by merge';
+MERGE INTO cj_target t
+USING cj_source2 s2
+	INNER JOIN cj_source1 s1 ON sid1 = sid2 AND scat = 20
+ON t.tid = sid1
+WHEN MATCHED THEN
+	UPDATE SET val = val || ' ' || delta::text;
+SELECT * FROM cj_target;
+ tid | balance |               val                
+-----+---------+----------------------------------
+   3 |     400 | initial source2 updated by merge
+   1 |     220 | initial source2 200
+   1 |     110 | initial source2 200
+   2 |     320 | initial source2 300
+(4 rows)
+
+ALTER TABLE cj_source1 RENAME COLUMN sid1 TO sid;
+ALTER TABLE cj_source2 RENAME COLUMN sid2 TO sid;
+TRUNCATE cj_target;
+MERGE INTO cj_target t
+USING cj_source1 s1
+	INNER JOIN cj_source2 s2 ON s1.sid = s2.sid
+ON t.tid = s1.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s2.sid, delta, sval);
+DROP TABLE cj_source2, cj_source1, cj_target;
+-- Function scans
+CREATE TABLE fs_target (a int, b int, c text);
+MERGE INTO fs_target t
+USING generate_series(1,100,1) AS id
+ON t.a = id
+WHEN MATCHED THEN
+	UPDATE SET b = b + id
+WHEN NOT MATCHED THEN
+	INSERT VALUES (id, -1);
+MERGE INTO fs_target t
+USING generate_series(1,100,2) AS id
+ON t.a = id
+WHEN MATCHED THEN
+	UPDATE SET b = b + id, c = 'updated '|| id.*::text
+WHEN NOT MATCHED THEN
+	INSERT VALUES (id, -1, 'inserted ' || id.*::text);
+SELECT count(*) FROM fs_target;
+ count 
+-------
+   100
+(1 row)
+
+DROP TABLE fs_target;
+-- SERIALIZABLE test
+-- handled in isolation tests
+-- prepare
+RESET SESSION AUTHORIZATION;
+DROP TABLE target, target2;
+DROP TABLE source, source2;
+DROP FUNCTION merge_trigfunc();
+DROP USER merge_privs;
+DROP USER merge_no_privs;
diff --git a/src/test/regress/expected/privileges.out b/src/test/regress/expected/privileges.out
index 7754c20db4..5f15868db6 100644
--- a/src/test/regress/expected/privileges.out
+++ b/src/test/regress/expected/privileges.out
@@ -585,6 +585,104 @@ SELECT atest6 FROM atest6; -- ok
 (0 rows)
 
 COPY atest6 TO stdout; -- ok
+-- test column privileges with MERGE
+SET SESSION AUTHORIZATION regress_priv_user1;
+CREATE TABLE mtarget (a int, b text);
+CREATE TABLE msource (a int, b text);
+INSERT INTO mtarget VALUES (1, 'init1'), (2, 'init2');
+INSERT INTO msource VALUES (1, 'source1'), (2, 'source2'), (3, 'source3');
+GRANT SELECT (a) ON msource TO regress_priv_user4;
+GRANT SELECT (a) ON mtarget TO regress_priv_user4;
+GRANT INSERT (a,b) ON mtarget TO regress_priv_user4;
+GRANT UPDATE (b) ON mtarget TO regress_priv_user4;
+SET SESSION AUTHORIZATION regress_priv_user4;
+--
+-- test source privileges
+--
+-- fail (no SELECT priv on s.b)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+ERROR:  permission denied for table msource
+-- fail (s.b used in the INSERTed values)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = 'x'
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+ERROR:  permission denied for table msource
+-- fail (s.b used in the WHEN quals)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND s.b = 'x' THEN
+	UPDATE SET b = 'x'
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+ERROR:  permission denied for table msource
+-- this should be ok since only s.a is accessed
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = 'ok'
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+ROLLBACK;
+SET SESSION AUTHORIZATION regress_priv_user1;
+GRANT SELECT (b) ON msource TO regress_priv_user4;
+SET SESSION AUTHORIZATION regress_priv_user4;
+-- should now be ok
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+ROLLBACK;
+--
+-- test target privileges
+--
+-- fail (no SELECT priv on t.b)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = t.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+ERROR:  permission denied for table mtarget
+-- fail (no UPDATE on t.a)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b, a = t.a + 1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+ERROR:  permission denied for table mtarget
+-- fail (no SELECT on t.b)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND t.b IS NOT NULL THEN
+	UPDATE SET b = s.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+ERROR:  permission denied for table mtarget
+-- ok
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b;
+ROLLBACK;
+-- fail (no DELETE)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND t.b IS NOT NULL THEN
+	DELETE;
+ERROR:  permission denied for table mtarget
+-- grant delete privileges
+SET SESSION AUTHORIZATION regress_priv_user1;
+GRANT DELETE ON mtarget TO regress_priv_user4;
+-- should be ok now
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND t.b IS NOT NULL THEN
+	DELETE;
+ROLLBACK;
 -- check error reporting with column privs
 SET SESSION AUTHORIZATION regress_priv_user1;
 CREATE TABLE t1 (c1 int, c2 int, c3 int check (c3 < 5), primary key (c1, c2));
diff --git a/src/test/regress/expected/rowsecurity.out b/src/test/regress/expected/rowsecurity.out
index 9506aaef82..3efe29de3b 100644
--- a/src/test/regress/expected/rowsecurity.out
+++ b/src/test/regress/expected/rowsecurity.out
@@ -2136,6 +2136,188 @@ ERROR:  new row violates row-level security policy (USING expression) for table
 INSERT INTO document VALUES (1, (SELECT cid from category WHERE cname = 'novel'), 1, 'regress_rls_bob', 'my first novel')
     ON CONFLICT (did) DO UPDATE SET dauthor = 'regress_rls_carol';
 ERROR:  new row violates row-level security policy for table "document"
+--
+-- MERGE
+--
+RESET SESSION AUTHORIZATION;
+DROP POLICY p3_with_all ON document;
+ALTER TABLE document ADD COLUMN dnotes text DEFAULT '';
+-- all documents are readable
+CREATE POLICY p1 ON document FOR SELECT USING (true);
+-- one may insert documents only authored by them
+CREATE POLICY p2 ON document FOR INSERT WITH CHECK (dauthor = current_user);
+-- one may only update documents in 'novel' category
+CREATE POLICY p3 ON document FOR UPDATE
+  USING (cid = (SELECT cid from category WHERE cname = 'novel'))
+  WITH CHECK (dauthor = current_user);
+-- one may only delete documents in 'manga' category
+CREATE POLICY p4 ON document FOR DELETE
+  USING (cid = (SELECT cid from category WHERE cname = 'manga'));
+SELECT * FROM document;
+ did | cid | dlevel |      dauthor      |              dtitle              | dnotes 
+-----+-----+--------+-------------------+----------------------------------+--------
+   1 |  11 |      1 | regress_rls_bob   | my first novel                   | 
+   3 |  22 |      2 | regress_rls_bob   | my science fiction               | 
+   4 |  44 |      1 | regress_rls_bob   | my first manga                   | 
+   5 |  44 |      2 | regress_rls_bob   | my second manga                  | 
+   6 |  22 |      1 | regress_rls_carol | great science fiction            | 
+   7 |  33 |      2 | regress_rls_carol | great technology book            | 
+   8 |  44 |      1 | regress_rls_carol | great manga                      | 
+   9 |  22 |      1 | regress_rls_dave  | awesome science fiction          | 
+  10 |  33 |      2 | regress_rls_dave  | awesome technology book          | 
+  11 |  33 |      1 | regress_rls_carol | hoge                             | 
+  33 |  22 |      1 | regress_rls_bob   | okay science fiction             | 
+   2 |  11 |      2 | regress_rls_bob   | my first novel                   | 
+  78 |  33 |      1 | regress_rls_bob   | some technology novel            | 
+  79 |  33 |      1 | regress_rls_bob   | technology book, can only insert | 
+(14 rows)
+
+SET SESSION AUTHORIZATION regress_rls_bob;
+-- Fails, since update violates WITH CHECK qual on dauthor
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge1 ', dauthor = 'regress_rls_alice';
+ERROR:  new row violates row-level security policy for table "document"
+-- Should be OK since USING and WITH CHECK quals pass
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge2 ';
+-- Even when dauthor is updated explicitly, but to the existing value
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge3 ', dauthor = 'regress_rls_bob';
+-- There is a MATCH for did = 3, but UPDATE's USING qual does not allow
+-- updating an item in category 'science fiction'
+MERGE INTO document d
+USING (SELECT 3 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge ';
+ERROR:  target row violates row-level security policy (USING expression) for table "document"
+-- The same thing with DELETE action, but fails again because no permissions
+-- to delete items in 'science fiction' category that did 3 belongs to.
+MERGE INTO document d
+USING (SELECT 3 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	DELETE;
+ERROR:  target row violates row-level security policy (USING expression) for table "document"
+-- Document with did 4 belongs to 'manga' category which is allowed for
+-- deletion. But this fails because the UPDATE action is matched first and
+-- UPDATE policy does not allow updation in the category.
+MERGE INTO document d
+USING (SELECT 4 as sdid) s
+ON did = s.sdid
+WHEN MATCHED AND dnotes = '' THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge '
+WHEN MATCHED THEN
+	DELETE;
+ERROR:  target row violates row-level security policy (USING expression) for table "document"
+-- UPDATE action is not matched this time because of the WHEN AND qual.
+-- DELETE still fails because role regress_rls_bob does not have SELECT
+-- privileges on 'manga' category row in the category table.
+MERGE INTO document d
+USING (SELECT 4 as sdid) s
+ON did = s.sdid
+WHEN MATCHED AND dnotes <> '' THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge '
+WHEN MATCHED THEN
+	DELETE;
+ERROR:  target row violates row-level security policy (USING expression) for table "document"
+SELECT * FROM document WHERE did = 4;
+ did | cid | dlevel |     dauthor     |     dtitle     | dnotes 
+-----+-----+--------+-----------------+----------------+--------
+   4 |  44 |      1 | regress_rls_bob | my first manga | 
+(1 row)
+
+-- Switch to regress_rls_carol role and try the DELETE again. It should succeed
+-- this time
+RESET SESSION AUTHORIZATION;
+SET SESSION AUTHORIZATION regress_rls_carol;
+MERGE INTO document d
+USING (SELECT 4 as sdid) s
+ON did = s.sdid
+WHEN MATCHED AND dnotes <> '' THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge '
+WHEN MATCHED THEN
+	DELETE;
+-- Switch back to regress_rls_bob role
+RESET SESSION AUTHORIZATION;
+SET SESSION AUTHORIZATION regress_rls_bob;
+-- Try INSERT action. This fails because we are trying to insert
+-- dauthor = regress_rls_dave and INSERT's WITH CHECK does not allow
+-- that
+MERGE INTO document d
+USING (SELECT 12 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	DELETE
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_dave', 'another novel');
+ERROR:  new row violates row-level security policy for table "document"
+-- This should be fine
+MERGE INTO document d
+USING (SELECT 12 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	DELETE
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_bob', 'another novel');
+-- ok
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge4 '
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_bob', 'another novel');
+-- drop and create a new SELECT policy which prevents us from reading
+-- any document except with category 'magna'
+RESET SESSION AUTHORIZATION;
+DROP POLICY p1 ON document;
+CREATE POLICY p1 ON document FOR SELECT
+  USING (cid = (SELECT cid from category WHERE cname = 'manga'));
+SET SESSION AUTHORIZATION regress_rls_bob;
+-- MERGE can no longer see the matching row and hence attempts the
+-- NOT MATCHED action, which results in unique key violation
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge5 '
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_bob', 'another novel');
+ERROR:  duplicate key value violates unique constraint "document_pkey"
+RESET SESSION AUTHORIZATION;
+-- drop the restrictive SELECT policy so that we can look at the
+-- final state of the table
+DROP POLICY p1 ON document;
+-- Just check everything went per plan
+SELECT * FROM document;
+ did | cid | dlevel |      dauthor      |              dtitle              |                                dnotes                                 
+-----+-----+--------+-------------------+----------------------------------+-----------------------------------------------------------------------
+   3 |  22 |      2 | regress_rls_bob   | my science fiction               | 
+   5 |  44 |      2 | regress_rls_bob   | my second manga                  | 
+   6 |  22 |      1 | regress_rls_carol | great science fiction            | 
+   7 |  33 |      2 | regress_rls_carol | great technology book            | 
+   8 |  44 |      1 | regress_rls_carol | great manga                      | 
+   9 |  22 |      1 | regress_rls_dave  | awesome science fiction          | 
+  10 |  33 |      2 | regress_rls_dave  | awesome technology book          | 
+  11 |  33 |      1 | regress_rls_carol | hoge                             | 
+  33 |  22 |      1 | regress_rls_bob   | okay science fiction             | 
+   2 |  11 |      2 | regress_rls_bob   | my first novel                   | 
+  78 |  33 |      1 | regress_rls_bob   | some technology novel            | 
+  79 |  33 |      1 | regress_rls_bob   | technology book, can only insert | 
+  12 |  11 |      1 | regress_rls_bob   | another novel                    | 
+   1 |  11 |      1 | regress_rls_bob   | my first novel                   |  notes added by merge2  notes added by merge3  notes added by merge4 
+(14 rows)
+
 --
 -- ROLE/GROUP
 --
diff --git a/src/test/regress/expected/rules.out b/src/test/regress/expected/rules.out
index a687e99d1e..4ac1a336b2 100644
--- a/src/test/regress/expected/rules.out
+++ b/src/test/regress/expected/rules.out
@@ -3527,6 +3527,37 @@ CREATE RULE rules_parted_table_insert AS ON INSERT to rules_parted_table
 ALTER RULE rules_parted_table_insert ON rules_parted_table RENAME TO rules_parted_table_insert_redirect;
 DROP TABLE rules_parted_table;
 --
+-- test MERGE
+--
+CREATE TABLE rule_merge1 (a int, b text);
+CREATE TABLE rule_merge2 (a int, b text);
+CREATE RULE rule1 AS ON INSERT TO rule_merge1
+	DO INSTEAD INSERT INTO rule_merge2 VALUES (NEW.*);
+CREATE RULE rule2 AS ON UPDATE TO rule_merge1
+	DO INSTEAD UPDATE rule_merge2 SET a = NEW.a, b = NEW.b
+	WHERE a = OLD.a;
+CREATE RULE rule3 AS ON DELETE TO rule_merge1
+	DO INSTEAD DELETE FROM rule_merge2 WHERE a = OLD.a;
+-- MERGE not supported for table with rules
+MERGE INTO rule_merge1 t USING (SELECT 1 AS a) s
+	ON t.a = s.a
+	WHEN MATCHED AND t.a < 2 THEN
+		UPDATE SET b = b || ' updated by merge'
+	WHEN MATCHED AND t.a > 2 THEN
+		DELETE
+	WHEN NOT MATCHED THEN
+		INSERT VALUES (s.a, '');
+ERROR:  MERGE is not supported for relations with rules
+-- should be ok with the other table though
+MERGE INTO rule_merge2 t USING (SELECT 1 AS a) s
+	ON t.a = s.a
+	WHEN MATCHED AND t.a < 2 THEN
+		UPDATE SET b = b || ' updated by merge'
+	WHEN MATCHED AND t.a > 2 THEN
+		DELETE
+	WHEN NOT MATCHED THEN
+		INSERT VALUES (s.a, '');
+--
 -- Test enabling/disabling
 --
 CREATE TABLE ruletest1 (a int);
diff --git a/src/test/regress/expected/triggers.out b/src/test/regress/expected/triggers.out
index 1dc525251a..dc3d527d9d 100644
--- a/src/test/regress/expected/triggers.out
+++ b/src/test/regress/expected/triggers.out
@@ -3149,6 +3149,54 @@ delete from self_ref where a = 1;
 NOTICE:  trigger_func(self_ref) called: action = DELETE, when = BEFORE, level = STATEMENT
 NOTICE:  trigger = self_ref_s_trig, old table = (1,), (2,1), (3,2), (4,3)
 drop table self_ref;
+--
+-- test transition tables with MERGE
+--
+create table merge_target_table (a int primary key, b text);
+create trigger merge_target_table_insert_trig
+  after insert on merge_target_table referencing new table as new_table
+  for each statement execute procedure dump_insert();
+create trigger merge_target_table_update_trig
+  after update on merge_target_table referencing old table as old_table new table as new_table
+  for each statement execute procedure dump_update();
+create trigger merge_target_table_delete_trig
+  after delete on merge_target_table referencing old table as old_table
+  for each statement execute procedure dump_delete();
+create table merge_source_table (a int, b text);
+insert into merge_source_table
+  values (1, 'initial1'), (2, 'initial2'),
+		 (3, 'initial3'), (4, 'initial4');
+merge into merge_target_table t
+using merge_source_table s
+on t.a = s.a
+when not matched then
+  insert values (a, b);
+NOTICE:  trigger = merge_target_table_insert_trig, new table = (1,initial1), (2,initial2), (3,initial3), (4,initial4)
+merge into merge_target_table t
+using merge_source_table s
+on t.a = s.a
+when matched and s.a <= 2 then
+	update set b = t.b || ' updated by merge'
+when matched and s.a > 2 then
+	delete
+when not matched then
+  insert values (a, b);
+NOTICE:  trigger = merge_target_table_delete_trig, old table = (3,initial3), (4,initial4)
+NOTICE:  trigger = merge_target_table_update_trig, old table = (1,initial1), (2,initial2), new table = (1,"initial1 updated by merge"), (2,"initial2 updated by merge")
+NOTICE:  trigger = merge_target_table_insert_trig, new table = <NULL>
+merge into merge_target_table t
+using merge_source_table s
+on t.a = s.a
+when matched and s.a <= 2 then
+	update set b = t.b || ' updated again by merge'
+when matched and s.a > 2 then
+	delete
+when not matched then
+  insert values (a, b);
+NOTICE:  trigger = merge_target_table_delete_trig, old table = <NULL>
+NOTICE:  trigger = merge_target_table_update_trig, old table = (1,"initial1 updated by merge"), (2,"initial2 updated by merge"), new table = (1,"initial1 updated by merge updated again by merge"), (2,"initial2 updated by merge updated again by merge")
+NOTICE:  trigger = merge_target_table_insert_trig, new table = (3,initial3), (4,initial4)
+drop table merge_source_table, merge_target_table;
 -- cleanup
 drop function dump_insert();
 drop function dump_update();
diff --git a/src/test/regress/expected/with.out b/src/test/regress/expected/with.out
index 9429e9fd28..fe933731ef 100644
--- a/src/test/regress/expected/with.out
+++ b/src/test/regress/expected/with.out
@@ -1951,6 +1951,143 @@ RETURNING k, v;
 (0 rows)
 
 DROP TABLE withz;
+-- WITH referenced by MERGE statement
+CREATE TABLE m AS SELECT i AS k, (i || ' v')::text v FROM generate_series(1, 16, 3) i;
+ALTER TABLE m ADD UNIQUE (k);
+WITH RECURSIVE cte_basic AS (SELECT 1 a, 'cte_basic val' b)
+MERGE INTO m USING (select 0 k, 'merge source SubPlan' v) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_basic WHERE cte_basic.a = m.k LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+ERROR:  WITH RECURSIVE is not supported for MERGE statement
+-- Basic:
+WITH cte_basic AS MATERIALIZED (SELECT 1 a, 'cte_basic val' b)
+MERGE INTO m USING (select 0 k, 'merge source SubPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_basic WHERE cte_basic.a = m.k LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+-- Examine
+SELECT * FROM m where k = 0;
+ k |          v           
+---+----------------------
+ 0 | merge source SubPlan
+(1 row)
+
+-- See EXPLAIN output for same query:
+EXPLAIN (VERBOSE, COSTS OFF)
+WITH cte_basic AS MATERIALIZED (SELECT 1 a, 'cte_basic val' b)
+MERGE INTO m USING (select 0 k, 'merge source SubPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_basic WHERE cte_basic.a = m.k LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+                            QUERY PLAN                             
+-------------------------------------------------------------------
+ Merge on public.m
+   CTE cte_basic
+     ->  Result
+           Output: 1, 'cte_basic val'::text
+   ->  Hash Right Join
+         Output: o.k, o.v, o.*, m_1.ctid
+         Hash Cond: (m_1.k = o.k)
+         ->  Seq Scan on public.m m_1
+               Output: m_1.ctid, m_1.k
+         ->  Hash
+               Output: o.k, o.v, o.*
+               ->  Subquery Scan on o
+                     Output: o.k, o.v, o.*
+                     ->  Result
+                           Output: 0, 'merge source SubPlan'::text
+   SubPlan 2
+     ->  Limit
+           Output: ((cte_basic.b || ' merge update'::text))
+           ->  CTE Scan on cte_basic
+                 Output: (cte_basic.b || ' merge update'::text)
+                 Filter: (cte_basic.a = m.k)
+(21 rows)
+
+-- InitPlan
+WITH cte_init AS MATERIALIZED (SELECT 1 a, 'cte_init val' b)
+MERGE INTO m USING (select 1 k, 'merge source InitPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_init WHERE a = 1 LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+-- Examine
+SELECT * FROM m where k = 1;
+ k |             v             
+---+---------------------------
+ 1 | cte_init val merge update
+(1 row)
+
+-- See EXPLAIN output for same query:
+EXPLAIN (VERBOSE, COSTS OFF)
+WITH cte_init AS MATERIALIZED (SELECT 1 a, 'cte_init val' b)
+MERGE INTO m USING (select 1 k, 'merge source InitPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_init WHERE a = 1 LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+                             QUERY PLAN                             
+--------------------------------------------------------------------
+ Merge on public.m
+   CTE cte_init
+     ->  Result
+           Output: 1, 'cte_init val'::text
+   InitPlan 2 (returns $1)
+     ->  Limit
+           Output: ((cte_init.b || ' merge update'::text))
+           ->  CTE Scan on cte_init
+                 Output: (cte_init.b || ' merge update'::text)
+                 Filter: (cte_init.a = 1)
+   ->  Hash Right Join
+         Output: o.k, o.v, o.*, m_1.ctid
+         Hash Cond: (m_1.k = o.k)
+         ->  Seq Scan on public.m m_1
+               Output: m_1.ctid, m_1.k
+         ->  Hash
+               Output: o.k, o.v, o.*
+               ->  Subquery Scan on o
+                     Output: o.k, o.v, o.*
+                     ->  Result
+                           Output: 1, 'merge source InitPlan'::text
+(21 rows)
+
+-- MERGE source comes from CTE:
+WITH merge_source_cte AS MATERIALIZED (SELECT 15 a, 'merge_source_cte val' b)
+MERGE INTO m USING (select * from merge_source_cte) o ON m.k=o.a
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || merge_source_cte.*::text || ' merge update' FROM merge_source_cte WHERE a = 15)
+WHEN NOT MATCHED THEN INSERT VALUES(o.a, o.b || (SELECT merge_source_cte.*::text || ' merge insert' FROM merge_source_cte));
+-- Examine
+SELECT * FROM m where k = 15;
+ k  |                              v                               
+----+--------------------------------------------------------------
+ 15 | merge_source_cte val(15,"merge_source_cte val") merge insert
+(1 row)
+
+-- See EXPLAIN output for same query:
+EXPLAIN (VERBOSE, COSTS OFF)
+WITH merge_source_cte AS MATERIALIZED (SELECT 15 a, 'merge_source_cte val' b)
+MERGE INTO m USING (select * from merge_source_cte) o ON m.k=o.a
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || merge_source_cte.*::text || ' merge update' FROM merge_source_cte WHERE a = 15)
+WHEN NOT MATCHED THEN INSERT VALUES(o.a, o.b || (SELECT merge_source_cte.*::text || ' merge insert' FROM merge_source_cte));
+                                                  QUERY PLAN                                                   
+---------------------------------------------------------------------------------------------------------------
+ Merge on public.m
+   CTE merge_source_cte
+     ->  Result
+           Output: 15, 'merge_source_cte val'::text
+   InitPlan 2 (returns $1)
+     ->  CTE Scan on merge_source_cte merge_source_cte_1
+           Output: ((merge_source_cte_1.b || (merge_source_cte_1.*)::text) || ' merge update'::text)
+           Filter: (merge_source_cte_1.a = 15)
+   InitPlan 3 (returns $2)
+     ->  CTE Scan on merge_source_cte merge_source_cte_2
+           Output: ((merge_source_cte_2.*)::text || ' merge insert'::text)
+   ->  Hash Right Join
+         Output: merge_source_cte.a, merge_source_cte.b, ROW(merge_source_cte.a, merge_source_cte.b), m_1.ctid
+         Hash Cond: (m_1.k = merge_source_cte.a)
+         ->  Seq Scan on public.m m_1
+               Output: m_1.ctid, m_1.k
+         ->  Hash
+               Output: merge_source_cte.a, merge_source_cte.b
+               ->  CTE Scan on merge_source_cte
+                     Output: merge_source_cte.a, merge_source_cte.b
+(20 rows)
+
+DROP TABLE m;
 -- check that run to completion happens in proper ordering
 TRUNCATE TABLE y;
 INSERT INTO y SELECT generate_series(1, 3);
diff --git a/src/test/regress/parallel_schedule b/src/test/regress/parallel_schedule
index e0e1ef71dd..062e112e53 100644
--- a/src/test/regress/parallel_schedule
+++ b/src/test/regress/parallel_schedule
@@ -80,7 +80,7 @@ test: brin gin gist spgist privileges init_privs security_label collate matview
 # ----------
 # Another group of parallel tests
 # ----------
-test: create_table_like alter_generic alter_operator misc async dbsize misc_functions sysviews tsrf tid tidscan collate.icu.utf8 incremental_sort
+test: create_table_like alter_generic alter_operator misc async dbsize merge misc_functions sysviews tsrf tid tidscan collate.icu.utf8 incremental_sort
 
 # rules cannot run concurrently with any test that creates
 # a view or rule in the public schema
diff --git a/src/test/regress/serial_schedule b/src/test/regress/serial_schedule
index 081fce32e7..1694b73aaa 100644
--- a/src/test/regress/serial_schedule
+++ b/src/test/regress/serial_schedule
@@ -134,6 +134,7 @@ test: alter_operator
 test: misc
 test: async
 test: dbsize
+test: merge
 test: misc_functions
 test: sysviews
 test: tsrf
diff --git a/src/test/regress/sql/identity.sql b/src/test/regress/sql/identity.sql
index cdda186720..59ad6df030 100644
--- a/src/test/regress/sql/identity.sql
+++ b/src/test/regress/sql/identity.sql
@@ -339,10 +339,55 @@ CREATE TABLE itest_child PARTITION OF itest_parent (
 ) FOR VALUES FROM ('2016-07-01') TO ('2016-08-01'); -- error
 DROP TABLE itest_parent;
 
-
 -- test that sequence of half-dropped serial column is properly ignored
 
 CREATE TABLE itest14 (id serial);
 ALTER TABLE itest14 ALTER id DROP DEFAULT;
 ALTER TABLE itest14 ALTER id ADD GENERATED BY DEFAULT AS IDENTITY;
 INSERT INTO itest14 (id) VALUES (DEFAULT);
+
+-- MERGE tests
+CREATE TABLE itest15 (a int GENERATED ALWAYS AS IDENTITY, b text);
+CREATE TABLE itest16 (a int GENERATED BY DEFAULT AS IDENTITY, b text);
+
+MERGE INTO itest15 t
+USING (SELECT 10 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) VALUES (s.s_a, s.s_b);
+
+-- Used to fail, but now it works and ignores the user supplied value
+MERGE INTO itest15 t
+USING (SELECT 20 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING USER VALUE VALUES (s.s_a, s.s_b);
+
+MERGE INTO itest15 t
+USING (SELECT 30 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING SYSTEM VALUE VALUES (s.s_a, s.s_b);
+
+MERGE INTO itest16 t
+USING (SELECT 10 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) VALUES (s.s_a, s.s_b);
+
+MERGE INTO itest16 t
+USING (SELECT 20 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING USER VALUE VALUES (s.s_a, s.s_b);
+
+MERGE INTO itest16 t
+USING (SELECT 30 AS s_a, 'inserted by merge' AS s_b) s
+ON t.a = s.s_a
+WHEN NOT MATCHED THEN
+	INSERT (a, b) OVERRIDING SYSTEM VALUE VALUES (s.s_a, s.s_b);
+
+SELECT * FROM itest15;
+SELECT * FROM itest16;
+DROP TABLE itest15;
+DROP TABLE itest16;
diff --git a/src/test/regress/sql/merge.sql b/src/test/regress/sql/merge.sql
new file mode 100644
index 0000000000..e343b3ed8f
--- /dev/null
+++ b/src/test/regress/sql/merge.sql
@@ -0,0 +1,1172 @@
+--
+-- MERGE
+--
+--\set VERBOSITY verbose
+
+--set debug_print_rewritten = true;
+--set debug_print_parse = true;
+--set debug_print_pretty = true;
+
+
+CREATE USER merge_privs;
+CREATE USER merge_no_privs;
+DROP TABLE IF EXISTS target;
+DROP TABLE IF EXISTS source;
+CREATE TABLE target (tid integer, balance integer);
+CREATE TABLE source (sid integer, delta integer); --no index
+INSERT INTO target VALUES (1, 10);
+INSERT INTO target VALUES (2, 20);
+INSERT INTO target VALUES (3, 30);
+SELECT t.ctid is not null as matched, t.*, s.* FROM source s FULL OUTER JOIN target t ON s.sid = t.tid ORDER BY t.tid, s.sid;
+
+ALTER TABLE target OWNER TO merge_privs;
+ALTER TABLE source OWNER TO merge_privs;
+
+CREATE TABLE target2 (tid integer, balance integer);
+CREATE TABLE source2 (sid integer, delta integer);
+
+ALTER TABLE target2 OWNER TO merge_no_privs;
+ALTER TABLE source2 OWNER TO merge_no_privs;
+
+GRANT INSERT ON target TO merge_no_privs;
+
+SET SESSION AUTHORIZATION merge_privs;
+
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+
+--
+-- Errors
+--
+MERGE INTO target t RANDOMWORD
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+-- MATCHED/INSERT error
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+-- incorrectly specifying INTO target
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT INTO target DEFAULT VALUES
+;
+-- Multiple VALUES clause
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (1,1), (2,2);
+;
+-- SELECT query for INSERT
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT SELECT (1, 1);
+;
+-- NOT MATCHED/UPDATE
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	UPDATE SET balance = 0
+;
+-- UPDATE tablename
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE target SET balance = 0
+;
+
+-- unsupported relation types
+-- view
+CREATE VIEW tv AS SELECT * FROM target;
+MERGE INTO tv t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+DROP VIEW tv;
+
+-- materialized view
+CREATE MATERIALIZED VIEW mv AS SELECT * FROM target;
+MERGE INTO mv t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+DROP MATERIALIZED VIEW mv;
+
+-- inherited table
+CREATE TABLE inhp (tid int, balance int);
+CREATE TABLE child1() INHERITS (inhp);
+CREATE TABLE child2() INHERITS (child1);
+
+MERGE INTO inhp t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+
+MERGE INTO child1 t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+
+-- this should be ok
+MERGE INTO child2 t
+USING source s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES;
+DROP TABLE inhp, child1, child2;
+
+-- permissions
+
+MERGE INTO target
+USING source2
+ON target.tid = source2.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+
+GRANT INSERT ON target TO merge_no_privs;
+SET SESSION AUTHORIZATION merge_no_privs;
+
+MERGE INTO target
+USING source2
+ON target.tid = source2.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+
+GRANT UPDATE ON target2 TO merge_privs;
+SET SESSION AUTHORIZATION merge_privs;
+
+MERGE INTO target2
+USING source
+ON target2.tid = source.sid
+WHEN MATCHED THEN
+	DELETE
+;
+
+MERGE INTO target2
+USING source
+ON target2.tid = source.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+
+-- check if the target can be accessed from source relation subquery; we should
+-- not be able to do so
+MERGE INTO target t
+USING (SELECT * FROM source WHERE t.tid > sid) s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+
+--
+-- initial tests
+--
+-- zero rows in source has no effect
+MERGE INTO target
+USING source
+ON target.tid = source.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+ROLLBACK;
+
+-- insert some non-matching source rows to work from
+INSERT INTO source VALUES (4, 40);
+SELECT * FROM source ORDER BY sid;
+SELECT * FROM target ORDER BY tid;
+
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	DO NOTHING
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT DEFAULT VALUES
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- index plans
+INSERT INTO target SELECT generate_series(1000,2500), 0;
+ALTER TABLE target ADD PRIMARY KEY (tid);
+ANALYZE target;
+
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+EXPLAIN (COSTS OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, NULL);
+;
+DELETE FROM target WHERE tid > 100;
+ANALYZE target;
+
+-- insert some matching source rows to work from
+INSERT INTO source VALUES (2, 5);
+INSERT INTO source VALUES (3, 20);
+SELECT * FROM source ORDER BY sid;
+SELECT * FROM target ORDER BY tid;
+
+-- equivalent of an UPDATE join
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- equivalent of a DELETE join
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, NULL)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- duplicate source row causes multiple target row update ERROR
+INSERT INTO source VALUES (2, 5);
+SELECT * FROM source ORDER BY sid;
+SELECT * FROM target ORDER BY tid;
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	DELETE
+;
+ROLLBACK;
+
+-- correct source data
+DELETE FROM source WHERE sid = 2;
+INSERT INTO source VALUES (2, 5);
+SELECT * FROM source ORDER BY sid;
+SELECT * FROM target ORDER BY tid;
+
+-- remove constraints
+alter table target drop CONSTRAINT target_pkey;
+alter table target alter column tid drop not null;
+
+-- multiple actions
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, 4)
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- should be equivalent
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = 0
+WHEN NOT MATCHED THEN
+	INSERT VALUES (4, 4);
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- column references
+-- do a simple equivalent of an UPDATE join
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = t.balance + s.delta
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- do a simple equivalent of an INSERT SELECT
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- and again with explicitly identified column list
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- and again with a subtle error: referring to non-existent target row for NOT MATCHED
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (t.tid, s.delta)
+;
+
+-- and again with a constant ON clause
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON (SELECT true)
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (t.tid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- now the classic UPSERT
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = t.balance + s.delta
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- unreachable WHEN clause should ERROR
+BEGIN;
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN /* Terminal WHEN clause for MATCHED */
+	DELETE
+WHEN MATCHED AND s.delta > 0 THEN
+	UPDATE SET balance = t.balance - s.delta
+;
+ROLLBACK;
+
+-- conditional WHEN clause
+CREATE TABLE wq_target (tid integer not null, balance integer DEFAULT -1);
+CREATE TABLE wq_source (balance integer, sid integer);
+
+INSERT INTO wq_source (sid, balance) VALUES (1, 100);
+
+BEGIN;
+-- try a simple INSERT with default values first
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ROLLBACK;
+
+-- this time with a FALSE condition
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND FALSE THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+
+-- this time with an actual condition which returns false
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND s.balance <> 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+
+BEGIN;
+-- and now with a condition which returns true
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND s.balance = 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ROLLBACK;
+
+-- conditions in the NOT MATCHED clause can only refer to source columns
+BEGIN;
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND t.balance = 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+ROLLBACK;
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN NOT MATCHED AND s.balance = 100 THEN
+	INSERT (tid) VALUES (s.sid);
+SELECT * FROM wq_target;
+
+-- conditions in MATCHED clause can refer to both source and target
+SELECT * FROM wq_source;
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND s.balance = 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+-- check if AND works
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 99 AND s.balance > 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 99 AND s.balance = 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+-- check if OR works
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 99 OR s.balance > 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance = 199 OR s.balance > 100 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+-- check if subqueries work in the conditions?
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.balance > (SELECT max(balance) FROM target) THEN
+	UPDATE SET balance = t.balance + s.balance;
+
+-- check if we can access system columns in the conditions
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.xmin = t.xmax THEN
+	UPDATE SET balance = t.balance + s.balance;
+
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND t.tableoid >= 0 THEN
+	UPDATE SET balance = t.balance + s.balance;
+SELECT * FROM wq_target;
+
+-- test preventing WHEN AND conditions from writing to the database
+create or replace function merge_when_and_write() returns boolean
+language plpgsql as
+$$
+BEGIN
+	INSERT INTO target VALUES (100, 100);
+	RETURN TRUE;
+END;
+$$;
+
+BEGIN;
+MERGE INTO wq_target t
+USING wq_source s ON t.tid = s.sid
+WHEN MATCHED AND (merge_when_and_write()) THEN
+	UPDATE SET balance = t.balance + s.balance;
+ROLLBACK;
+drop function merge_when_and_write();
+
+DROP TABLE wq_target, wq_source;
+
+-- test triggers
+create or replace function merge_trigfunc () returns trigger
+language plpgsql as
+$$
+BEGIN
+	RAISE NOTICE '% % % trigger', TG_WHEN, TG_OP, TG_LEVEL;
+	IF (TG_WHEN = 'BEFORE' AND TG_LEVEL = 'ROW') THEN
+		IF (TG_OP = 'DELETE') THEN
+			RETURN OLD;
+		ELSE
+			RETURN NEW;
+		END IF;
+	ELSE
+		RETURN NULL;
+	END IF;
+END;
+$$;
+CREATE TRIGGER merge_bsi BEFORE INSERT ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bsu BEFORE UPDATE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bsd BEFORE DELETE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_asi AFTER INSERT ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_asu AFTER UPDATE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_asd AFTER DELETE ON target FOR EACH STATEMENT EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bri BEFORE INSERT ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_bru BEFORE UPDATE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_brd BEFORE DELETE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_ari AFTER INSERT ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_aru AFTER UPDATE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+CREATE TRIGGER merge_ard AFTER DELETE ON target FOR EACH ROW EXECUTE PROCEDURE merge_trigfunc ();
+
+-- now the classic UPSERT, with a DELETE
+BEGIN;
+UPDATE target SET balance = 0 WHERE tid = 3;
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED AND t.balance > s.delta THEN
+	UPDATE SET balance = t.balance - s.delta
+WHEN MATCHED THEN
+	DELETE
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- test from PL/pgSQL
+-- make sure MERGE INTO isn't interpreted to mean returning variables like SELECT INTO
+BEGIN;
+DO LANGUAGE plpgsql $$
+BEGIN
+MERGE INTO target t
+USING source AS s
+ON t.tid = s.sid
+WHEN MATCHED AND t.balance > s.delta THEN
+	UPDATE SET balance = t.balance - s.delta
+;
+END;
+$$;
+ROLLBACK;
+
+--source constants
+BEGIN;
+MERGE INTO target t
+USING (SELECT 9 AS sid, 57 AS delta) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+--source query
+BEGIN;
+MERGE INTO target t
+USING (SELECT sid, delta FROM source WHERE delta > 0) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO target t
+USING (SELECT sid, delta as newname FROM source WHERE delta > 0) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.newname)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+--self-merge
+BEGIN;
+MERGE INTO target t1
+USING target t2
+ON t1.tid = t2.tid
+WHEN MATCHED THEN
+	UPDATE SET balance = t1.balance + t2.balance
+WHEN NOT MATCHED THEN
+	INSERT VALUES (t2.tid, t2.balance)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO target t
+USING (SELECT tid as sid, balance as delta FROM target WHERE balance > 0) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO target t
+USING
+(SELECT sid, max(delta) AS delta
+ FROM source
+ GROUP BY sid
+ HAVING count(*) = 1
+ ORDER BY sid ASC) AS s
+ON t.tid = s.sid
+WHEN NOT MATCHED THEN
+	INSERT (tid, balance) VALUES (s.sid, s.delta)
+;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- plpgsql parameters and results
+BEGIN;
+CREATE FUNCTION merge_func (p_id integer, p_bal integer)
+RETURNS INTEGER
+LANGUAGE plpgsql
+AS $$
+DECLARE
+ result integer;
+BEGIN
+MERGE INTO target t
+USING (SELECT p_id AS sid) AS s
+ON t.tid = s.sid
+WHEN MATCHED THEN
+	UPDATE SET balance = t.balance - p_bal
+;
+IF FOUND THEN
+	GET DIAGNOSTICS result := ROW_COUNT;
+END IF;
+RETURN result;
+END;
+$$;
+SELECT merge_func(3, 4);
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- PREPARE
+BEGIN;
+prepare foom as merge into target t using (select 1 as sid) s on (t.tid = s.sid) when matched then update set balance = 1;
+execute foom;
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+BEGIN;
+PREPARE foom2 (integer, integer) AS
+MERGE INTO target t
+USING (SELECT 1) s
+ON t.tid = $1
+WHEN MATCHED THEN
+UPDATE SET balance = $2;
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+execute foom2 (1, 1);
+SELECT * FROM target ORDER BY tid;
+ROLLBACK;
+
+-- subqueries in source relation
+
+CREATE TABLE sq_target (tid integer NOT NULL, balance integer);
+CREATE TABLE sq_source (delta integer, sid integer, balance integer DEFAULT 0);
+
+INSERT INTO sq_target(tid, balance) VALUES (1,100), (2,200), (3,300);
+INSERT INTO sq_source(sid, delta) VALUES (1,10), (2,20), (4,40);
+
+BEGIN;
+MERGE INTO sq_target t
+USING (SELECT * FROM sq_source) s
+ON tid = sid
+WHEN MATCHED AND t.balance > delta THEN
+	UPDATE SET balance = t.balance + delta;
+SELECT * FROM sq_target;
+ROLLBACK;
+
+-- try a view
+CREATE VIEW v AS SELECT * FROM sq_source WHERE sid < 2;
+
+BEGIN;
+MERGE INTO sq_target
+USING v
+ON tid = sid
+WHEN MATCHED THEN
+    UPDATE SET balance = v.balance + delta;
+SELECT * FROM sq_target;
+ROLLBACK;
+
+-- ambiguous reference to a column
+BEGIN;
+MERGE INTO sq_target
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE;
+ROLLBACK;
+
+BEGIN;
+INSERT INTO sq_source (sid, balance, delta) VALUES (-1, -1, -10);
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = t.balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE;
+SELECT * FROM sq_target;
+ROLLBACK;
+
+-- CTEs
+BEGIN;
+INSERT INTO sq_source (sid, balance, delta) VALUES (-1, -1, -10);
+WITH targq AS (
+	SELECT * FROM v
+)
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = t.balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE
+;
+ROLLBACK;
+
+-- RETURNING
+BEGIN;
+INSERT INTO sq_source (sid, balance, delta) VALUES (-1, -1, -10);
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND tid > 2 THEN
+    UPDATE SET balance = t.balance + delta
+WHEN NOT MATCHED THEN
+	INSERT (balance, tid) VALUES (balance + delta, sid)
+WHEN MATCHED AND tid < 2 THEN
+	DELETE
+RETURNING *
+;
+ROLLBACK;
+
+-- EXPLAIN
+CREATE TABLE ex_mtarget (a int, b int);
+CREATE TABLE ex_msource (a int, b int);
+INSERT INTO ex_mtarget SELECT i, i*10 FROM generate_series(1,100,2) i;
+INSERT INTO ex_msource SELECT i, i*10 FROM generate_series(1,100,1) i;
+
+-- only updates
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = t.b + 1;
+
+-- only updates to selected tuples
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED AND t.a < 10 THEN
+	UPDATE SET b = t.b + 1;
+
+-- updates + deletes
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED AND t.a < 10 THEN
+	UPDATE SET b = t.b + 1
+WHEN MATCHED AND t.a >= 10 AND t.a <= 20 THEN
+	DELETE;
+
+-- only inserts
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN NOT MATCHED AND s.a < 10 THEN
+	INSERT VALUES (a, b);
+
+-- all three
+--EXPLAIN (ANALYZE ON, COSTS OFF, SUMMARY OFF, TIMING OFF)
+MERGE INTO ex_mtarget t USING ex_msource s ON t.a = s.a
+WHEN MATCHED AND t.a < 10 THEN
+	UPDATE SET b = t.b + 1
+WHEN MATCHED AND t.a >= 30 AND t.a <= 40 THEN
+	DELETE
+WHEN NOT MATCHED AND s.a < 20 THEN
+	INSERT VALUES (a, b);
+
+DROP TABLE ex_msource, ex_mtarget;
+
+-- Subqueries
+BEGIN;
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED THEN
+    UPDATE SET balance = (SELECT count(*) FROM sq_target)
+;
+SELECT * FROM sq_target WHERE tid = 1;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO sq_target t
+USING v
+ON tid = sid
+WHEN MATCHED AND (SELECT count(*) > 0 FROM sq_target) THEN
+    UPDATE SET balance = 42
+;
+SELECT * FROM sq_target WHERE tid = 1;
+ROLLBACK;
+
+BEGIN;
+MERGE INTO sq_target t
+USING v
+ON tid = sid AND (SELECT count(*) > 0 FROM sq_target)
+WHEN MATCHED THEN
+    UPDATE SET balance = 42
+;
+SELECT * FROM sq_target WHERE tid = 1;
+ROLLBACK;
+
+DROP TABLE sq_target, sq_source CASCADE;
+
+CREATE TABLE pa_target (tid integer, balance float, val text)
+	PARTITION BY LIST (tid);
+
+CREATE TABLE part1 PARTITION OF pa_target FOR VALUES IN (1,4);
+CREATE TABLE part2 PARTITION OF pa_target FOR VALUES IN (2,5,6);
+CREATE TABLE part3 PARTITION OF pa_target FOR VALUES IN (3,8,9);
+CREATE TABLE part4 PARTITION OF pa_target DEFAULT;
+
+CREATE TABLE pa_source (sid integer, delta float);
+-- insert many rows to the source table
+INSERT INTO pa_source SELECT id, id * 10  FROM generate_series(1,14) AS id;
+-- insert a few rows in the target table (odd numbered tid)
+INSERT INTO pa_target SELECT id, id * 100, 'initial' FROM generate_series(1,14,2) AS id;
+
+-- try simple MERGE
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+-- same with a constant qual
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid AND tid = 1
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+-- try updating the partition key column
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET tid = tid + 1, balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+DROP TABLE pa_target CASCADE;
+
+-- The target table is partitioned in the same way, but this time by attaching
+-- partitions which have columns in different order, dropped columns etc.
+CREATE TABLE pa_target (tid integer, balance float, val text)
+	PARTITION BY LIST (tid);
+
+CREATE TABLE part1 (tid integer, balance float, val text);
+CREATE TABLE part2 (balance float, tid integer, val text);
+CREATE TABLE part3 (tid integer, balance float, val text);
+CREATE TABLE part4 (extraid text, tid integer, balance float, val text);
+ALTER TABLE part4 DROP COLUMN extraid;
+
+ALTER TABLE pa_target ATTACH PARTITION part1 FOR VALUES IN (1,4);
+ALTER TABLE pa_target ATTACH PARTITION part2 FOR VALUES IN (2,5,6);
+ALTER TABLE pa_target ATTACH PARTITION part3 FOR VALUES IN (3,8,9);
+ALTER TABLE pa_target ATTACH PARTITION part4 DEFAULT;
+
+-- insert a few rows in the target table (odd numbered tid)
+INSERT INTO pa_target SELECT id, id * 100, 'initial' FROM generate_series(1,14,2) AS id;
+
+-- try simple MERGE
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+-- same with a constant qual
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid AND tid = 1
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+-- try updating the partition key column
+BEGIN;
+MERGE INTO pa_target t
+  USING pa_source s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET tid = tid + 1, balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+DROP TABLE pa_source;
+DROP TABLE pa_target CASCADE;
+
+-- Sub-partitionin
+CREATE TABLE pa_target (logts timestamp, tid integer, balance float, val text)
+	PARTITION BY RANGE (logts);
+
+CREATE TABLE part_m01 PARTITION OF pa_target
+	FOR VALUES FROM ('2017-01-01') TO ('2017-02-01')
+	PARTITION BY LIST (tid);
+CREATE TABLE part_m01_odd PARTITION OF part_m01
+	FOR VALUES IN (1,3,5,7,9);
+CREATE TABLE part_m01_even PARTITION OF part_m01
+	FOR VALUES IN (2,4,6,8);
+CREATE TABLE part_m02 PARTITION OF pa_target
+	FOR VALUES FROM ('2017-02-01') TO ('2017-03-01')
+	PARTITION BY LIST (tid);
+CREATE TABLE part_m02_odd PARTITION OF part_m02
+	FOR VALUES IN (1,3,5,7,9);
+CREATE TABLE part_m02_even PARTITION OF part_m02
+	FOR VALUES IN (2,4,6,8);
+
+CREATE TABLE pa_source (sid integer, delta float);
+-- insert many rows to the source table
+INSERT INTO pa_source SELECT id, id * 10  FROM generate_series(1,14) AS id;
+-- insert a few rows in the target table (odd numbered tid)
+INSERT INTO pa_target SELECT '2017-01-31', id, id * 100, 'initial' FROM generate_series(1,9,3) AS id;
+INSERT INTO pa_target SELECT '2017-02-28', id, id * 100, 'initial' FROM generate_series(2,9,3) AS id;
+
+-- try simple MERGE
+BEGIN;
+MERGE INTO pa_target t
+  USING (SELECT '2017-01-15' AS slogts, * FROM pa_source WHERE sid < 10) s
+  ON t.tid = s.sid
+  WHEN MATCHED THEN
+    UPDATE SET balance = balance + delta, val = val || ' updated by merge'
+  WHEN NOT MATCHED THEN
+    INSERT VALUES (slogts::timestamp, sid, delta, 'inserted by merge');
+SELECT * FROM pa_target ORDER BY tid;
+ROLLBACK;
+
+DROP TABLE pa_source;
+DROP TABLE pa_target CASCADE;
+
+-- some complex joins on the source side
+
+CREATE TABLE cj_target (tid integer, balance float, val text);
+CREATE TABLE cj_source1 (sid1 integer, scat integer, delta integer);
+CREATE TABLE cj_source2 (sid2 integer, sval text);
+INSERT INTO cj_source1 VALUES (1, 10, 100);
+INSERT INTO cj_source1 VALUES (1, 20, 200);
+INSERT INTO cj_source1 VALUES (2, 20, 300);
+INSERT INTO cj_source1 VALUES (3, 10, 400);
+INSERT INTO cj_source2 VALUES (1, 'initial source2');
+INSERT INTO cj_source2 VALUES (2, 'initial source2');
+INSERT INTO cj_source2 VALUES (3, 'initial source2');
+
+-- source relation is an unalised join
+MERGE INTO cj_target t
+USING cj_source1 s1
+	INNER JOIN cj_source2 s2 ON sid1 = sid2
+ON t.tid = sid1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (sid1, delta, sval);
+
+-- try accessing columns from either side of the source join
+MERGE INTO cj_target t
+USING cj_source2 s2
+	INNER JOIN cj_source1 s1 ON sid1 = sid2 AND scat = 20
+ON t.tid = sid1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (sid2, delta, sval)
+WHEN MATCHED THEN
+	DELETE;
+
+-- some simple expressions in INSERT targetlist
+MERGE INTO cj_target t
+USING cj_source2 s2
+	INNER JOIN cj_source1 s1 ON sid1 = sid2
+ON t.tid = sid1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (sid2, delta + scat, sval)
+WHEN MATCHED THEN
+	UPDATE SET val = val || ' updated by merge';
+
+MERGE INTO cj_target t
+USING cj_source2 s2
+	INNER JOIN cj_source1 s1 ON sid1 = sid2 AND scat = 20
+ON t.tid = sid1
+WHEN MATCHED THEN
+	UPDATE SET val = val || ' ' || delta::text;
+
+SELECT * FROM cj_target;
+
+ALTER TABLE cj_source1 RENAME COLUMN sid1 TO sid;
+ALTER TABLE cj_source2 RENAME COLUMN sid2 TO sid;
+
+TRUNCATE cj_target;
+
+MERGE INTO cj_target t
+USING cj_source1 s1
+	INNER JOIN cj_source2 s2 ON s1.sid = s2.sid
+ON t.tid = s1.sid
+WHEN NOT MATCHED THEN
+	INSERT VALUES (s2.sid, delta, sval);
+
+DROP TABLE cj_source2, cj_source1, cj_target;
+
+-- Function scans
+CREATE TABLE fs_target (a int, b int, c text);
+MERGE INTO fs_target t
+USING generate_series(1,100,1) AS id
+ON t.a = id
+WHEN MATCHED THEN
+	UPDATE SET b = b + id
+WHEN NOT MATCHED THEN
+	INSERT VALUES (id, -1);
+
+MERGE INTO fs_target t
+USING generate_series(1,100,2) AS id
+ON t.a = id
+WHEN MATCHED THEN
+	UPDATE SET b = b + id, c = 'updated '|| id.*::text
+WHEN NOT MATCHED THEN
+	INSERT VALUES (id, -1, 'inserted ' || id.*::text);
+
+SELECT count(*) FROM fs_target;
+DROP TABLE fs_target;
+
+-- SERIALIZABLE test
+-- handled in isolation tests
+
+-- prepare
+
+RESET SESSION AUTHORIZATION;
+DROP TABLE target, target2;
+DROP TABLE source, source2;
+DROP FUNCTION merge_trigfunc();
+DROP USER merge_privs;
+DROP USER merge_no_privs;
diff --git a/src/test/regress/sql/privileges.sql b/src/test/regress/sql/privileges.sql
index 4911ad4add..6d446c3931 100644
--- a/src/test/regress/sql/privileges.sql
+++ b/src/test/regress/sql/privileges.sql
@@ -376,6 +376,114 @@ UPDATE atest5 SET one = 1; -- fail
 SELECT atest6 FROM atest6; -- ok
 COPY atest6 TO stdout; -- ok
 
+-- test column privileges with MERGE
+SET SESSION AUTHORIZATION regress_priv_user1;
+CREATE TABLE mtarget (a int, b text);
+CREATE TABLE msource (a int, b text);
+INSERT INTO mtarget VALUES (1, 'init1'), (2, 'init2');
+INSERT INTO msource VALUES (1, 'source1'), (2, 'source2'), (3, 'source3');
+
+GRANT SELECT (a) ON msource TO regress_priv_user4;
+GRANT SELECT (a) ON mtarget TO regress_priv_user4;
+GRANT INSERT (a,b) ON mtarget TO regress_priv_user4;
+GRANT UPDATE (b) ON mtarget TO regress_priv_user4;
+
+SET SESSION AUTHORIZATION regress_priv_user4;
+
+--
+-- test source privileges
+--
+
+-- fail (no SELECT priv on s.b)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+
+-- fail (s.b used in the INSERTed values)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = 'x'
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+
+-- fail (s.b used in the WHEN quals)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND s.b = 'x' THEN
+	UPDATE SET b = 'x'
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+
+-- this should be ok since only s.a is accessed
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = 'ok'
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+ROLLBACK;
+
+SET SESSION AUTHORIZATION regress_priv_user1;
+GRANT SELECT (b) ON msource TO regress_priv_user4;
+SET SESSION AUTHORIZATION regress_priv_user4;
+
+-- should now be ok
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+ROLLBACK;
+
+--
+-- test target privileges
+--
+
+-- fail (no SELECT priv on t.b)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = t.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, NULL);
+
+-- fail (no UPDATE on t.a)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b, a = t.a + 1
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+
+-- fail (no SELECT on t.b)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND t.b IS NOT NULL THEN
+	UPDATE SET b = s.b
+WHEN NOT MATCHED THEN
+	INSERT VALUES (a, b);
+
+-- ok
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED THEN
+	UPDATE SET b = s.b;
+ROLLBACK;
+
+-- fail (no DELETE)
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND t.b IS NOT NULL THEN
+	DELETE;
+
+-- grant delete privileges
+SET SESSION AUTHORIZATION regress_priv_user1;
+GRANT DELETE ON mtarget TO regress_priv_user4;
+-- should be ok now
+BEGIN;
+MERGE INTO mtarget t USING msource s ON t.a = s.a
+WHEN MATCHED AND t.b IS NOT NULL THEN
+	DELETE;
+ROLLBACK;
+
 -- check error reporting with column privs
 SET SESSION AUTHORIZATION regress_priv_user1;
 CREATE TABLE t1 (c1 int, c2 int, c3 int check (c3 < 5), primary key (c1, c2));
diff --git a/src/test/regress/sql/rowsecurity.sql b/src/test/regress/sql/rowsecurity.sql
index d7a5a36cf8..038f739f4d 100644
--- a/src/test/regress/sql/rowsecurity.sql
+++ b/src/test/regress/sql/rowsecurity.sql
@@ -810,6 +810,162 @@ INSERT INTO document VALUES (4, (SELECT cid from category WHERE cname = 'novel')
 INSERT INTO document VALUES (1, (SELECT cid from category WHERE cname = 'novel'), 1, 'regress_rls_bob', 'my first novel')
     ON CONFLICT (did) DO UPDATE SET dauthor = 'regress_rls_carol';
 
+--
+-- MERGE
+--
+RESET SESSION AUTHORIZATION;
+DROP POLICY p3_with_all ON document;
+
+ALTER TABLE document ADD COLUMN dnotes text DEFAULT '';
+-- all documents are readable
+CREATE POLICY p1 ON document FOR SELECT USING (true);
+-- one may insert documents only authored by them
+CREATE POLICY p2 ON document FOR INSERT WITH CHECK (dauthor = current_user);
+-- one may only update documents in 'novel' category
+CREATE POLICY p3 ON document FOR UPDATE
+  USING (cid = (SELECT cid from category WHERE cname = 'novel'))
+  WITH CHECK (dauthor = current_user);
+-- one may only delete documents in 'manga' category
+CREATE POLICY p4 ON document FOR DELETE
+  USING (cid = (SELECT cid from category WHERE cname = 'manga'));
+
+SELECT * FROM document;
+
+SET SESSION AUTHORIZATION regress_rls_bob;
+
+-- Fails, since update violates WITH CHECK qual on dauthor
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge1 ', dauthor = 'regress_rls_alice';
+
+-- Should be OK since USING and WITH CHECK quals pass
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge2 ';
+
+-- Even when dauthor is updated explicitly, but to the existing value
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge3 ', dauthor = 'regress_rls_bob';
+
+-- There is a MATCH for did = 3, but UPDATE's USING qual does not allow
+-- updating an item in category 'science fiction'
+MERGE INTO document d
+USING (SELECT 3 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge ';
+
+-- The same thing with DELETE action, but fails again because no permissions
+-- to delete items in 'science fiction' category that did 3 belongs to.
+MERGE INTO document d
+USING (SELECT 3 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	DELETE;
+
+-- Document with did 4 belongs to 'manga' category which is allowed for
+-- deletion. But this fails because the UPDATE action is matched first and
+-- UPDATE policy does not allow updation in the category.
+MERGE INTO document d
+USING (SELECT 4 as sdid) s
+ON did = s.sdid
+WHEN MATCHED AND dnotes = '' THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge '
+WHEN MATCHED THEN
+	DELETE;
+
+-- UPDATE action is not matched this time because of the WHEN AND qual.
+-- DELETE still fails because role regress_rls_bob does not have SELECT
+-- privileges on 'manga' category row in the category table.
+MERGE INTO document d
+USING (SELECT 4 as sdid) s
+ON did = s.sdid
+WHEN MATCHED AND dnotes <> '' THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge '
+WHEN MATCHED THEN
+	DELETE;
+
+SELECT * FROM document WHERE did = 4;
+
+-- Switch to regress_rls_carol role and try the DELETE again. It should succeed
+-- this time
+RESET SESSION AUTHORIZATION;
+SET SESSION AUTHORIZATION regress_rls_carol;
+
+MERGE INTO document d
+USING (SELECT 4 as sdid) s
+ON did = s.sdid
+WHEN MATCHED AND dnotes <> '' THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge '
+WHEN MATCHED THEN
+	DELETE;
+
+-- Switch back to regress_rls_bob role
+RESET SESSION AUTHORIZATION;
+SET SESSION AUTHORIZATION regress_rls_bob;
+
+-- Try INSERT action. This fails because we are trying to insert
+-- dauthor = regress_rls_dave and INSERT's WITH CHECK does not allow
+-- that
+MERGE INTO document d
+USING (SELECT 12 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	DELETE
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_dave', 'another novel');
+
+-- This should be fine
+MERGE INTO document d
+USING (SELECT 12 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	DELETE
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_bob', 'another novel');
+
+-- ok
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge4 '
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_bob', 'another novel');
+
+-- drop and create a new SELECT policy which prevents us from reading
+-- any document except with category 'magna'
+RESET SESSION AUTHORIZATION;
+DROP POLICY p1 ON document;
+CREATE POLICY p1 ON document FOR SELECT
+  USING (cid = (SELECT cid from category WHERE cname = 'manga'));
+
+SET SESSION AUTHORIZATION regress_rls_bob;
+
+-- MERGE can no longer see the matching row and hence attempts the
+-- NOT MATCHED action, which results in unique key violation
+MERGE INTO document d
+USING (SELECT 1 as sdid) s
+ON did = s.sdid
+WHEN MATCHED THEN
+	UPDATE SET dnotes = dnotes || ' notes added by merge5 '
+WHEN NOT MATCHED THEN
+	INSERT VALUES (12, 11, 1, 'regress_rls_bob', 'another novel');
+
+RESET SESSION AUTHORIZATION;
+-- drop the restrictive SELECT policy so that we can look at the
+-- final state of the table
+DROP POLICY p1 ON document;
+-- Just check everything went per plan
+SELECT * FROM document;
+
 --
 -- ROLE/GROUP
 --
diff --git a/src/test/regress/sql/rules.sql b/src/test/regress/sql/rules.sql
index 744cf7ab54..ea2a2562cc 100644
--- a/src/test/regress/sql/rules.sql
+++ b/src/test/regress/sql/rules.sql
@@ -1206,6 +1206,39 @@ CREATE RULE rules_parted_table_insert AS ON INSERT to rules_parted_table
 ALTER RULE rules_parted_table_insert ON rules_parted_table RENAME TO rules_parted_table_insert_redirect;
 DROP TABLE rules_parted_table;
 
+--
+-- test MERGE
+--
+CREATE TABLE rule_merge1 (a int, b text);
+CREATE TABLE rule_merge2 (a int, b text);
+CREATE RULE rule1 AS ON INSERT TO rule_merge1
+	DO INSTEAD INSERT INTO rule_merge2 VALUES (NEW.*);
+CREATE RULE rule2 AS ON UPDATE TO rule_merge1
+	DO INSTEAD UPDATE rule_merge2 SET a = NEW.a, b = NEW.b
+	WHERE a = OLD.a;
+CREATE RULE rule3 AS ON DELETE TO rule_merge1
+	DO INSTEAD DELETE FROM rule_merge2 WHERE a = OLD.a;
+
+-- MERGE not supported for table with rules
+MERGE INTO rule_merge1 t USING (SELECT 1 AS a) s
+	ON t.a = s.a
+	WHEN MATCHED AND t.a < 2 THEN
+		UPDATE SET b = b || ' updated by merge'
+	WHEN MATCHED AND t.a > 2 THEN
+		DELETE
+	WHEN NOT MATCHED THEN
+		INSERT VALUES (s.a, '');
+
+-- should be ok with the other table though
+MERGE INTO rule_merge2 t USING (SELECT 1 AS a) s
+	ON t.a = s.a
+	WHEN MATCHED AND t.a < 2 THEN
+		UPDATE SET b = b || ' updated by merge'
+	WHEN MATCHED AND t.a > 2 THEN
+		DELETE
+	WHEN NOT MATCHED THEN
+		INSERT VALUES (s.a, '');
+
 --
 -- Test enabling/disabling
 --
diff --git a/src/test/regress/sql/triggers.sql b/src/test/regress/sql/triggers.sql
index bebe276ef4..3f15f3f4d8 100644
--- a/src/test/regress/sql/triggers.sql
+++ b/src/test/regress/sql/triggers.sql
@@ -2343,6 +2343,53 @@ delete from self_ref where a = 1;
 
 drop table self_ref;
 
+--
+-- test transition tables with MERGE
+--
+create table merge_target_table (a int primary key, b text);
+create trigger merge_target_table_insert_trig
+  after insert on merge_target_table referencing new table as new_table
+  for each statement execute procedure dump_insert();
+create trigger merge_target_table_update_trig
+  after update on merge_target_table referencing old table as old_table new table as new_table
+  for each statement execute procedure dump_update();
+create trigger merge_target_table_delete_trig
+  after delete on merge_target_table referencing old table as old_table
+  for each statement execute procedure dump_delete();
+
+create table merge_source_table (a int, b text);
+insert into merge_source_table
+  values (1, 'initial1'), (2, 'initial2'),
+		 (3, 'initial3'), (4, 'initial4');
+
+merge into merge_target_table t
+using merge_source_table s
+on t.a = s.a
+when not matched then
+  insert values (a, b);
+
+merge into merge_target_table t
+using merge_source_table s
+on t.a = s.a
+when matched and s.a <= 2 then
+	update set b = t.b || ' updated by merge'
+when matched and s.a > 2 then
+	delete
+when not matched then
+  insert values (a, b);
+
+merge into merge_target_table t
+using merge_source_table s
+on t.a = s.a
+when matched and s.a <= 2 then
+	update set b = t.b || ' updated again by merge'
+when matched and s.a > 2 then
+	delete
+when not matched then
+  insert values (a, b);
+
+drop table merge_source_table, merge_target_table;
+
 -- cleanup
 drop function dump_insert();
 drop function dump_update();
diff --git a/src/test/regress/sql/with.sql b/src/test/regress/sql/with.sql
index ad976de531..d1659f1a71 100644
--- a/src/test/regress/sql/with.sql
+++ b/src/test/regress/sql/with.sql
@@ -880,6 +880,62 @@ RETURNING k, v;
 
 DROP TABLE withz;
 
+-- WITH referenced by MERGE statement
+CREATE TABLE m AS SELECT i AS k, (i || ' v')::text v FROM generate_series(1, 16, 3) i;
+ALTER TABLE m ADD UNIQUE (k);
+
+WITH RECURSIVE cte_basic AS (SELECT 1 a, 'cte_basic val' b)
+MERGE INTO m USING (select 0 k, 'merge source SubPlan' v) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_basic WHERE cte_basic.a = m.k LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+
+-- Basic:
+WITH cte_basic AS MATERIALIZED (SELECT 1 a, 'cte_basic val' b)
+MERGE INTO m USING (select 0 k, 'merge source SubPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_basic WHERE cte_basic.a = m.k LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+-- Examine
+SELECT * FROM m where k = 0;
+
+-- See EXPLAIN output for same query:
+EXPLAIN (VERBOSE, COSTS OFF)
+WITH cte_basic AS MATERIALIZED (SELECT 1 a, 'cte_basic val' b)
+MERGE INTO m USING (select 0 k, 'merge source SubPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_basic WHERE cte_basic.a = m.k LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+
+-- InitPlan
+WITH cte_init AS MATERIALIZED (SELECT 1 a, 'cte_init val' b)
+MERGE INTO m USING (select 1 k, 'merge source InitPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_init WHERE a = 1 LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+-- Examine
+SELECT * FROM m where k = 1;
+
+-- See EXPLAIN output for same query:
+EXPLAIN (VERBOSE, COSTS OFF)
+WITH cte_init AS MATERIALIZED (SELECT 1 a, 'cte_init val' b)
+MERGE INTO m USING (select 1 k, 'merge source InitPlan' v offset 0) o ON m.k=o.k
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || ' merge update' FROM cte_init WHERE a = 1 LIMIT 1)
+WHEN NOT MATCHED THEN INSERT VALUES(o.k, o.v);
+
+-- MERGE source comes from CTE:
+WITH merge_source_cte AS MATERIALIZED (SELECT 15 a, 'merge_source_cte val' b)
+MERGE INTO m USING (select * from merge_source_cte) o ON m.k=o.a
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || merge_source_cte.*::text || ' merge update' FROM merge_source_cte WHERE a = 15)
+WHEN NOT MATCHED THEN INSERT VALUES(o.a, o.b || (SELECT merge_source_cte.*::text || ' merge insert' FROM merge_source_cte));
+-- Examine
+SELECT * FROM m where k = 15;
+
+-- See EXPLAIN output for same query:
+EXPLAIN (VERBOSE, COSTS OFF)
+WITH merge_source_cte AS MATERIALIZED (SELECT 15 a, 'merge_source_cte val' b)
+MERGE INTO m USING (select * from merge_source_cte) o ON m.k=o.a
+WHEN MATCHED THEN UPDATE SET v = (SELECT b || merge_source_cte.*::text || ' merge update' FROM merge_source_cte WHERE a = 15)
+WHEN NOT MATCHED THEN INSERT VALUES(o.a, o.b || (SELECT merge_source_cte.*::text || ' merge insert' FROM merge_source_cte));
+
+DROP TABLE m;
+
 -- check that run to completion happens in proper ordering
 
 TRUNCATE TABLE y;
diff --git a/src/tools/pgindent/typedefs.list b/src/tools/pgindent/typedefs.list
index f3957bad6c..49a8f13339 100644
--- a/src/tools/pgindent/typedefs.list
+++ b/src/tools/pgindent/typedefs.list
@@ -1377,6 +1377,8 @@ MemoryContextCounters
 MemoryContextData
 MemoryContextMethods
 MemoryStatsPrintFunc
+MergeAction
+MergeActionState
 MergeAppend
 MergeAppendPath
 MergeAppendState
@@ -1385,6 +1387,9 @@ MergeJoinClause
 MergeJoinState
 MergePath
 MergeScanSelCache
+MergeState
+MergeStmt
+MergeWhenClause
 MetaCommand
 MinMaxAggInfo
 MinMaxAggPath
@@ -2071,6 +2076,7 @@ RelInfo
 RelInfoArr
 RelMapFile
 RelMapping
+RelMergeActionState
 RelOptInfo
 RelOptKind
 RelToCheck
-- 
2.20.1


--HlL+5n6rz5pIUxbD--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v5] Prevent jumbling of every element in ArrayExpr
@ 2021-06-10 11:15 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2021-06-10 11:15 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts (or any expression that could be reduced to a
Const) contribute nothing to the jumble hash if they're part of a series
and at position further that specified threshold. Do the same for
similar queries with VALUES as well.

Reviewed-by: Zhihong Yu, Sergey Dudoladov
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 845 +++++++++++++++++-
 .../pg_stat_statements/pg_stat_statements.c   |  42 +-
 .../sql/pg_stat_statements.sql                | 170 ++++
 src/backend/utils/misc/guc.c                  |  13 +
 src/backend/utils/misc/queryjumble.c          | 287 +++++-
 src/include/utils/queryjumble.h               |  11 +-
 6 files changed, 1353 insertions(+), 15 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index b52d187722..140b227fb4 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -205,7 +205,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  INSERT INTO test VALUES(generate_series($1, $2), $3)                         |     1 |   10
  SELECT * FROM test ORDER BY a                                                |     1 |   12
  SELECT * FROM test WHERE a > $1 ORDER BY a                                   |     2 |    4
- SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)                           |     1 |    8
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, ...)                          |     1 |    8
  SELECT pg_stat_statements_reset()                                            |     1 |    1
  SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     0 |    0
  UPDATE test SET b = $1 WHERE a = $2                                          |     6 |    6
@@ -1077,4 +1077,847 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...) and data = $11 |     1
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     0
+(3 rows)
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ PREPARE query AS                                                      +|     1
+ SELECT * FROM test_merge WHERE id IN ($6, $7, $8, ...)                 | 
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+DEALLOCATE query;
+-- VALUES queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3)) q;
+ column1 
+---------
+       1
+       2
+       3
+(3 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3)) q                              |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+(3 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+(4 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+(5 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+(6 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+(7 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+(8 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+       9 |       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6)) q                  |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8)) q        |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8), (...)) q |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Const evaluation
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN ((1+1), (2+2), (3+3), (4+4), (5+5), (6+6), (7+7), (8+8), (9+9), (10+10));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (($1+$2), ($3+$4), ($5+$6), ($7+$8), (...)) |     1
+ SELECT pg_stat_statements_reset()                                                |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"           |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (abs(1), abs(2), abs(3), abs(4), abs(5), abs(6), abs(7), abs(8), abs(9), abs(10));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs(...)) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"              |     0
+(3 rows)
+
+-- Param evaluation, doesn't work yet
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10));
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                               | calls 
+----------------------------------------------------------------------------------------------------------------------------------+-------
+ PREPARE query AS                                                                                                                +|     1
+ SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10)) | 
+ SELECT pg_stat_statements_reset()                                                                                                |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"                                                           |     0
+(3 rows)
+
+DEALLOCATE query;
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN ($1, $2, $3, $4, ...)     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 07fe0e7cda..dbfb92fec1 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -54,7 +54,9 @@
 #include "funcapi.h"
 #include "mb/pg_wchar.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "optimizer/planner.h"
+#include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parsetree.h"
 #include "parser/scanner.h"
@@ -273,6 +275,7 @@ static const struct config_enum_entry track_options[] =
 
 static int	pgss_max;			/* max # statements to track */
 static int	pgss_track;			/* tracking level */
+static int	pgss_merge_threshold;	/* minumum number of consts for merge */
 static bool pgss_track_utility; /* whether to track utility commands */
 static bool pgss_track_planning;	/* whether to track planning duration */
 static bool pgss_save;			/* whether to save stats across shutdown */
@@ -437,6 +440,19 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomIntVariable("pg_stat_statements.merge_threshold",
+							"After this number of duplicate constants start to merge them.",
+							NULL,
+							&pgss_merge_threshold,
+							5,
+							1,
+							INT_MAX,
+							PGC_SUSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
 	EmitWarningsOnPlaceholders("pg_stat_statements");
 
 	/*
@@ -2601,6 +2617,7 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2639,12 +2656,27 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index dffd2c8c18..ecf8b76339 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -442,4 +442,174 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+DEALLOCATE query;
+
+-- VALUES queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Const evaluation
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN ((1+1), (2+2), (3+3), (4+4), (5+5), (6+6), (7+7), (8+8), (9+9), (10+10));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (abs(1), abs(2), abs(3), abs(4), abs(5), abs(6), abs(7), abs(8), abs(9), abs(10));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Param evaluation, doesn't work yet
+SELECT pg_stat_statements_reset();
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10));
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+DEALLOCATE query;
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/src/backend/utils/misc/guc.c b/src/backend/utils/misc/guc.c
index d2ce4a8450..afaf8fd2e4 100644
--- a/src/backend/utils/misc/guc.c
+++ b/src/backend/utils/misc/guc.c
@@ -3570,6 +3570,19 @@ static struct config_int ConfigureNamesInt[] =
 		check_client_connection_check_interval, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value."),
+		},
+		&const_merge_threshold,
+		5, 0, INT_MAX / 2,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index 9f2cd1f127..935196ac0b 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* */
+int			const_merge_threshold = 5;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static bool JumbleExprList(JumbleState *jstate, Node *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -297,7 +301,7 @@ JumbleRangeTable(JumbleState *jstate, List *rtable)
 				JumbleExpr(jstate, (Node *) rte->tablefunc);
 				break;
 			case RTE_VALUES:
-				JumbleExpr(jstate, (Node *) rte->values_lists);
+				JumbleExprList(jstate, (Node *) rte->values_lists);
 				break;
 			case RTE_CTE:
 
@@ -341,6 +345,274 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * find_const_walker
+ *	  Locate all the Const nodes in an expression tree.
+ *
+ * Caller must provide an empty list where constants will be collected.
+ */
+static bool
+find_const_walker(Node *node, List **constants)
+{
+	if (node == NULL)
+		return false;
+
+	if (IsA(node, Const))
+	{
+		*constants = lappend(*constants, (Const *) node);
+		return false;
+	}
+
+	return expression_tree_walker(node, find_const_walker, (void *) constants);
+}
+
+static bool
+JumbleExprList(JumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+	int 		lastExprLength = 0;
+
+	if (node == NULL)
+		return merged;
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	Assert(IsA(node, List));
+	firstExpr = eval_const_expressions(NULL, (Node *) lfirst(list_head((List *) node)));
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				List 		*expr = (List *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, expr)
+				{
+					Node * subExpr = eval_const_expressions(NULL, (Node *) lfirst(lc));
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (allConst && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, (Node *) expr);
+
+						/*
+						 * An expr consisting of constants is already found,
+						 * JumbleExpr must record it. Mark all the constants as
+						 * merged, they will be the first merged but still
+						 * present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+						foreach(lc, expr)
+						{
+							/*
+							 * eval_const_expressions does not provide real
+							 * Const with valid const location, which we need
+							 * for generate_normalized_query. Extract such real
+							 * constants manually. We need only the last one,
+							 * to find out where the current expression
+							 * actually ends. */
+							Const *lastConst;
+							List *constants = NIL;
+							find_const_walker((Node *) lfirst(lc), &constants);
+
+							/* We should be able to find some constants, as
+							 * they were discovered before. */
+							Assert(constants != NIL);
+							lastConst = (Const *) llast(constants);
+							RecordConstLocation(jstate, lastConst->location, true);
+						}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, (Node *) expr);
+				currentExprIdx++;
+				lastExprLength = expr->length;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Node *evalExpr = eval_const_expressions(NULL, expr);
+
+				if (IsA(evalExpr, Const) && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+					{
+						/*
+						 * eval_const_expressions does not provide real
+						 * Const with valid const location, which we need
+						 * for generate_normalized_query. Extract such real
+						 * constants manually. Take into account that even with
+						 * a single expression it could potentially contains
+						 * many constants, we need only the last one, to find
+						 * out where the current expression actually ends.
+						 */
+						Const *lastConst;
+						List *constants = NIL;
+						find_const_walker(expr, &constants);
+
+						/* We should be able to find some constants, as
+						 * they were discovered before. */
+						Assert(constants != NIL);
+						lastConst = (Const *) llast(constants);
+						RecordConstLocation(jstate, lastConst->location, true);
+					}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+
+				if (currentExprIdx == const_merge_threshold -1)
+				{
+					// The next expression will be eligible for merging check.
+					// For it to happen correctly remember the number of
+					// constants in the previous expression.
+					List *constants = NIL;
+					find_const_walker(expr, &constants);
+
+					/* The expression we work with here could be anything, so
+					 * no constants found is a possible outcome. */
+					if (constants != NIL)
+						lastExprLength = constants->length;
+					else
+						lastExprLength = 1;
+				}
+			}
+			break;
+
+		case T_Param:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Param *p = (Param *) expr;
+
+				if (!equal(expr, firstExpr) && IsA(expr, Param) &&
+					currentExprIdx >= const_merge_threshold - 1)
+				{
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, p->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+
+				/*
+				 * To allow merging of parameters as well in
+				 * generate_normalized_query, remember it as a constant.
+				 */
+				RecordConstLocation(jstate, p->location, false);
+				currentExprIdx++;
+			}
+			break;
+
+		default:
+			foreach(temp, (List *) node)
+			{
+				JumbleExpr(jstate, (Node *) lfirst(temp));
+			}
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +662,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +851,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -832,11 +1104,11 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
+ * Record location of constant or a parameter within query string of query tree
  * that is currently being walked.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -851,6 +1123,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index 7af6652f3e..99a671e118 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,8 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +27,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } LocationLen;
 
 /*
@@ -39,7 +43,10 @@ typedef struct JumbleState
 	/* Number of bytes used in jumble[] */
 	Size		jumble_len;
 
-	/* Array of locations of constants that should be removed */
+	/*
+	 * Array of locations of constants that should be removed, or parameters
+	 * that are already replaced, but could be also processed to be merged
+	 */
 	LocationLen *clocations;
 
 	/* Allocated length of clocations array */
@@ -62,7 +69,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern int	compute_query_id;
-
+extern int  const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.26.3


--mapvsyiflabcgyvj--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v4] Prevent jumbling of every element in ArrayExpr
@ 2021-06-10 11:15 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2021-06-10 11:15 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts (or any expression that could be reduced to a
Const) contribute nothing to the jumble hash if they're part of a series
and at position further that specified threshold. Do the same for
similar queries with VALUES as well.
---
 .../expected/pg_stat_statements.out           | 835 +++++++++++++++++-
 .../pg_stat_statements/pg_stat_statements.c   |  42 +-
 .../sql/pg_stat_statements.sql                | 163 ++++
 src/backend/utils/misc/guc.c                  |  13 +
 src/backend/utils/misc/queryjumble.c          | 274 +++++-
 src/include/utils/queryjumble.h               |  11 +-
 6 files changed, 1323 insertions(+), 15 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 40b5109b55..3fc1978066 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -205,7 +205,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  INSERT INTO test VALUES(generate_series($1, $2), $3)                         |     1 |   10
  SELECT * FROM test ORDER BY a                                                |     1 |   12
  SELECT * FROM test WHERE a > $1 ORDER BY a                                   |     2 |    4
- SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)                           |     1 |    8
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, ...)                          |     1 |    8
  SELECT pg_stat_statements_reset()                                            |     1 |    1
  SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     0 |    0
  UPDATE test SET b = $1 WHERE a = $2                                          |     6 |    6
@@ -1067,4 +1067,837 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...) and data = $11 |     1
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     0
+(3 rows)
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ PREPARE query AS                                                      +|     1
+ SELECT * FROM test_merge WHERE id IN ($6, $7, $8, ...)                 | 
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+DEALLOCATE query;
+-- VALUES queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3)) q;
+ column1 
+---------
+       1
+       2
+       3
+(3 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3)) q                              |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+(3 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+(4 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+(5 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+(6 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+(7 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+(8 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+       9 |       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6)) q                  |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8)) q        |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8), (...)) q |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Const evaluation
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN ((1+1), (2+2), (3+3), (4+4), (5+5), (6+6), (7+7), (8+8), (9+9), (10+10));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (($1+$2), ($3+$4), ($5+$6), ($7+$8), (...)) |     1
+ SELECT pg_stat_statements_reset()                                                |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"           |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (abs(1), abs(2), abs(3), abs(4), abs(5), abs(6), abs(7), abs(8), abs(9), abs(10));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs(...)) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"              |     0
+(3 rows)
+
+-- Param evaluation, doesn't work yet
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10));
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                               | calls 
+----------------------------------------------------------------------------------------------------------------------------------+-------
+ PREPARE query AS                                                                                                                +|     1
+ SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10)) | 
+ SELECT pg_stat_statements_reset()                                                                                                |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"                                                           |     0
+(3 rows)
+
+DEALLOCATE query;
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN ($1, $2, $3, $4, ...)     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 09433c8c96..f546ee67e4 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -54,7 +54,9 @@
 #include "funcapi.h"
 #include "mb/pg_wchar.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "optimizer/planner.h"
+#include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parsetree.h"
 #include "parser/scanner.h"
@@ -273,6 +275,7 @@ static const struct config_enum_entry track_options[] =
 
 static int	pgss_max;			/* max # statements to track */
 static int	pgss_track;			/* tracking level */
+static int	pgss_merge_threshold;	/* minumum number of consts for merge */
 static bool pgss_track_utility; /* whether to track utility commands */
 static bool pgss_track_planning;	/* whether to track planning duration */
 static bool pgss_save;			/* whether to save stats across shutdown */
@@ -436,6 +439,19 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomIntVariable("pg_stat_statements.merge_threshold",
+							"After this number of duplicate constants start to merge them.",
+							NULL,
+							&pgss_merge_threshold,
+							5,
+							1,
+							INT_MAX,
+							PGC_SUSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
 	EmitWarningsOnPlaceholders("pg_stat_statements");
 
 	/*
@@ -2599,6 +2615,7 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2637,12 +2654,27 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index bc3b6493e6..d863b2075f 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -437,4 +437,167 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+DEALLOCATE query;
+
+-- VALUES queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Const evaluation
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN ((1+1), (2+2), (3+3), (4+4), (5+5), (6+6), (7+7), (8+8), (9+9), (10+10));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (abs(1), abs(2), abs(3), abs(4), abs(5), abs(6), abs(7), abs(8), abs(9), abs(10));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Param evaluation, doesn't work yet
+SELECT pg_stat_statements_reset();
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10));
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+DEALLOCATE query;
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
 DROP EXTENSION pg_stat_statements;
diff --git a/src/backend/utils/misc/guc.c b/src/backend/utils/misc/guc.c
index ee731044b6..2dd7c40749 100644
--- a/src/backend/utils/misc/guc.c
+++ b/src/backend/utils/misc/guc.c
@@ -3539,6 +3539,19 @@ static struct config_int ConfigureNamesInt[] =
 		check_client_connection_check_interval, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value."),
+		},
+		&const_merge_threshold,
+		5, 0, INT_MAX / 2,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index 9f2cd1f127..a9d09d08a0 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* */
+int			const_merge_threshold = 5;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static bool JumbleExprList(JumbleState *jstate, Node *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -297,7 +301,7 @@ JumbleRangeTable(JumbleState *jstate, List *rtable)
 				JumbleExpr(jstate, (Node *) rte->tablefunc);
 				break;
 			case RTE_VALUES:
-				JumbleExpr(jstate, (Node *) rte->values_lists);
+				JumbleExprList(jstate, (Node *) rte->values_lists);
 				break;
 			case RTE_CTE:
 
@@ -341,6 +345,261 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * find_const_walker
+ *	  Locate all the Const nodes in an expression tree.
+ *
+ * Caller must provide an empty list where constants will be collected.
+ */
+static bool
+find_const_walker(Node *node, List **constants)
+{
+	if (node == NULL)
+		return false;
+
+	if (IsA(node, Const))
+	{
+		*constants = lappend(*constants, (Const *) node);
+		return false;
+	}
+
+	return expression_tree_walker(node, find_const_walker, (void *) constants);
+}
+
+static bool
+JumbleExprList(JumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+	int 		lastExprLength = 0;
+
+	if (node == NULL)
+		return merged;
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	Assert(IsA(node, List));
+	firstExpr = eval_const_expressions(NULL, (Node *) lfirst(list_head((List *) node)));
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				List 		*expr = (List *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, expr)
+				{
+					Node * subExpr = eval_const_expressions(NULL, (Node *) lfirst(lc));
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (allConst && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, (Node *) expr);
+
+						/*
+						 * An expr consisting of constants is already found,
+						 * JumbleExpr must record it. Mark all the constants as
+						 * merged, they will be the first merged but still
+						 * present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+						foreach(lc, expr)
+						{
+							/*
+							 * eval_const_expressions does not provide real
+							 * Const with valid const location, which we need
+							 * for generate_normalized_query. Extract such real
+							 * constants manually. We need only the last one,
+							 * to find out where the current expression
+							 * actually ends. */
+							Const *lastConst;
+							List *constants = NIL;
+							find_const_walker((Node *) lfirst(lc), &constants);
+							lastConst = (Const *) llast(constants);
+							RecordConstLocation(jstate, lastConst->location, true);
+						}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, (Node *) expr);
+				currentExprIdx++;
+				lastExprLength = expr->length;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Node *evalExpr = eval_const_expressions(NULL, expr);
+
+				if (IsA(evalExpr, Const) && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+					{
+						/*
+						 * eval_const_expressions does not provide real
+						 * Const with valid const location, which we need
+						 * for generate_normalized_query. Extract such real
+						 * constants manually. Take into account that even with
+						 * a single expression it could potentially contains
+						 * many constants, we need only the last one, to find
+						 * out where the current expression actually ends.
+						 */
+						Const *lastConst;
+						List *constants = NIL;
+						find_const_walker(expr, &constants);
+						lastConst = (Const *) llast(constants);
+
+						RecordConstLocation(jstate, lastConst->location, true);
+					}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+
+				if (currentExprIdx == const_merge_threshold -1)
+				{
+					// The next expression will be eligible for merging check.
+					// For it to happen correctly remember the number of
+					// constants in the previous expression.
+					List *constants = NIL;
+					find_const_walker(expr, &constants);
+					lastExprLength = constants->length;
+				}
+			}
+			break;
+
+		case T_Param:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Param *p = (Param *) expr;
+
+				if (!equal(expr, firstExpr) && IsA(expr, Param) &&
+					currentExprIdx >= const_merge_threshold - 1)
+				{
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, p->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+
+				/*
+				 * To allow merging of parameters as well in
+				 * generate_normalized_query, remember it as a constant.
+				 */
+				RecordConstLocation(jstate, p->location, false);
+				currentExprIdx++;
+			}
+			break;
+
+		default:
+			foreach(temp, (List *) node)
+			{
+				JumbleExpr(jstate, (Node *) lfirst(temp));
+			}
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +649,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +838,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -832,11 +1091,11 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
+ * Record location of constant or a parameter within query string of query tree
  * that is currently being walked.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -851,6 +1110,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index 1f4d062bab..ea9f6d8ca1 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,8 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +27,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } LocationLen;
 
 /*
@@ -39,7 +43,10 @@ typedef struct JumbleState
 	/* Number of bytes used in jumble[] */
 	Size		jumble_len;
 
-	/* Array of locations of constants that should be removed */
+	/*
+	 * Array of locations of constants that should be removed, or parameters
+	 * that are already replaced, but could be also processed to be merged
+	 */
 	LocationLen *clocations;
 
 	/* Allocated length of clocations array */
@@ -62,7 +69,7 @@ typedef enum
 
 /* GUC parameters */
 extern int	compute_query_id;
-
+extern int  const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.26.3


--tedwtzge5may6y5n--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v4] Prevent jumbling of every element in ArrayExpr
@ 2021-06-10 11:15 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2021-06-10 11:15 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts (or any expression that could be reduced to a
Const) contribute nothing to the jumble hash if they're part of a series
and at position further that specified threshold. Do the same for
similar queries with VALUES as well.

Reviewed-by: Zhihong Yu, Sergey Dudoladov
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 835 +++++++++++++++++-
 .../pg_stat_statements/pg_stat_statements.c   |  42 +-
 .../sql/pg_stat_statements.sql                | 163 ++++
 src/backend/utils/misc/guc.c                  |  13 +
 src/backend/utils/misc/queryjumble.c          | 274 +++++-
 src/include/utils/queryjumble.h               |  11 +-
 6 files changed, 1323 insertions(+), 15 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 40b5109b55..3fc1978066 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -205,7 +205,7 @@ SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C";
  INSERT INTO test VALUES(generate_series($1, $2), $3)                         |     1 |   10
  SELECT * FROM test ORDER BY a                                                |     1 |   12
  SELECT * FROM test WHERE a > $1 ORDER BY a                                   |     2 |    4
- SELECT * FROM test WHERE a IN ($1, $2, $3, $4, $5)                           |     1 |    8
+ SELECT * FROM test WHERE a IN ($1, $2, $3, $4, ...)                          |     1 |    8
  SELECT pg_stat_statements_reset()                                            |     1 |    1
  SELECT query, calls, rows FROM pg_stat_statements ORDER BY query COLLATE "C" |     0 |    0
  UPDATE test SET b = $1 WHERE a = $2                                          |     6 |    6
@@ -1067,4 +1067,837 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...) and data = $11 |     1
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     0
+(3 rows)
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ PREPARE query AS                                                      +|     1
+ SELECT * FROM test_merge WHERE id IN ($6, $7, $8, ...)                 | 
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+DEALLOCATE query;
+-- VALUES queries
+-- Normal
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3)) q;
+ column1 
+---------
+       1
+       2
+       3
+(3 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3)) q                              |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+(3 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+(4 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+(5 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+(6 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+(7 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+(8 rows)
+
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+ column1 | column2 
+---------+---------
+       1 |       1
+       2 |       2
+       3 |       3
+       4 |       4
+       5 |       5
+       6 |       6
+       7 |       7
+       8 |       8
+       9 |       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6)) q                  |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8)) q        |     1
+ SELECT * FROM (VALUES ($1, $2), ($3, $4), ($5, $6), ($7, $8), (...)) q |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(5 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+(7 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+(8 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+(4 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4)) q                        |     1
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+(5 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+(6 rows)
+
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+ column1 
+---------
+       1
+       2
+       3
+       4
+       5
+       6
+       7
+       8
+       9
+(9 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM (VALUES ($1), ($2), ($3), ($4), (...)) q                 |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Const evaluation
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN ((1+1), (2+2), (3+3), (4+4), (5+5), (6+6), (7+7), (8+8), (9+9), (10+10));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (($1+$2), ($3+$4), ($5+$6), ($7+$8), (...)) |     1
+ SELECT pg_stat_statements_reset()                                                |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"           |     0
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (abs(1), abs(2), abs(3), abs(4), abs(5), abs(6), abs(7), abs(8), abs(9), abs(10));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs(...)) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"              |     0
+(3 rows)
+
+-- Param evaluation, doesn't work yet
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10));
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                               | calls 
+----------------------------------------------------------------------------------------------------------------------------------+-------
+ PREPARE query AS                                                                                                                +|     1
+ SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10)) | 
+ SELECT pg_stat_statements_reset()                                                                                                |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"                                                           |     0
+(3 rows)
+
+DEALLOCATE query;
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN ($1, $2, $3, $4, ...)     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 09433c8c96..f546ee67e4 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -54,7 +54,9 @@
 #include "funcapi.h"
 #include "mb/pg_wchar.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "optimizer/planner.h"
+#include "optimizer/optimizer.h"
 #include "parser/analyze.h"
 #include "parser/parsetree.h"
 #include "parser/scanner.h"
@@ -273,6 +275,7 @@ static const struct config_enum_entry track_options[] =
 
 static int	pgss_max;			/* max # statements to track */
 static int	pgss_track;			/* tracking level */
+static int	pgss_merge_threshold;	/* minumum number of consts for merge */
 static bool pgss_track_utility; /* whether to track utility commands */
 static bool pgss_track_planning;	/* whether to track planning duration */
 static bool pgss_save;			/* whether to save stats across shutdown */
@@ -436,6 +439,19 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomIntVariable("pg_stat_statements.merge_threshold",
+							"After this number of duplicate constants start to merge them.",
+							NULL,
+							&pgss_merge_threshold,
+							5,
+							1,
+							INT_MAX,
+							PGC_SUSET,
+							0,
+							NULL,
+							NULL,
+							NULL);
+
 	EmitWarningsOnPlaceholders("pg_stat_statements");
 
 	/*
@@ -2599,6 +2615,7 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2637,12 +2654,27 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index bc3b6493e6..d863b2075f 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -437,4 +437,167 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+SET pg_stat_statements.merge_threshold = 5;
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test prepared statement
+SELECT pg_stat_statements_reset();
+
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10);
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+DEALLOCATE query;
+
+-- VALUES queries
+
+-- Normal
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8)) q;
+SELECT * FROM (VALUES (1, 1), (2, 2), (3, 3), (4, 4), (5, 5), (6, 6), (7, 7), (8, 8), (9, 9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the treshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6)) q;
+SELECT * FROM (VALUES (1), (2), (3), (4), (5), (6), (7), (8), (9)) q;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Const evaluation
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN ((1+1), (2+2), (3+3), (4+4), (5+5), (6+6), (7+7), (8+8), (9+9), (10+10));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (abs(1), abs(2), abs(3), abs(4), abs(5), abs(6), abs(7), abs(8), abs(9), abs(10));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Param evaluation, doesn't work yet
+SELECT pg_stat_statements_reset();
+PREPARE query AS
+SELECT * FROM test_merge WHERE id IN (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7), abs($8), abs($9), abs($10));
+EXECUTE query (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+DEALLOCATE query;
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
 DROP EXTENSION pg_stat_statements;
diff --git a/src/backend/utils/misc/guc.c b/src/backend/utils/misc/guc.c
index ee731044b6..2dd7c40749 100644
--- a/src/backend/utils/misc/guc.c
+++ b/src/backend/utils/misc/guc.c
@@ -3539,6 +3539,19 @@ static struct config_int ConfigureNamesInt[] =
 		check_client_connection_check_interval, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value."),
+		},
+		&const_merge_threshold,
+		5, 0, INT_MAX / 2,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index 9f2cd1f127..a9d09d08a0 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* */
+int			const_merge_threshold = 5;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static bool JumbleExprList(JumbleState *jstate, Node *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -297,7 +301,7 @@ JumbleRangeTable(JumbleState *jstate, List *rtable)
 				JumbleExpr(jstate, (Node *) rte->tablefunc);
 				break;
 			case RTE_VALUES:
-				JumbleExpr(jstate, (Node *) rte->values_lists);
+				JumbleExprList(jstate, (Node *) rte->values_lists);
 				break;
 			case RTE_CTE:
 
@@ -341,6 +345,261 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * find_const_walker
+ *	  Locate all the Const nodes in an expression tree.
+ *
+ * Caller must provide an empty list where constants will be collected.
+ */
+static bool
+find_const_walker(Node *node, List **constants)
+{
+	if (node == NULL)
+		return false;
+
+	if (IsA(node, Const))
+	{
+		*constants = lappend(*constants, (Const *) node);
+		return false;
+	}
+
+	return expression_tree_walker(node, find_const_walker, (void *) constants);
+}
+
+static bool
+JumbleExprList(JumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+	int 		lastExprLength = 0;
+
+	if (node == NULL)
+		return merged;
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	Assert(IsA(node, List));
+	firstExpr = eval_const_expressions(NULL, (Node *) lfirst(list_head((List *) node)));
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				List 		*expr = (List *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, expr)
+				{
+					Node * subExpr = eval_const_expressions(NULL, (Node *) lfirst(lc));
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (allConst && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, (Node *) expr);
+
+						/*
+						 * An expr consisting of constants is already found,
+						 * JumbleExpr must record it. Mark all the constants as
+						 * merged, they will be the first merged but still
+						 * present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+						foreach(lc, expr)
+						{
+							/*
+							 * eval_const_expressions does not provide real
+							 * Const with valid const location, which we need
+							 * for generate_normalized_query. Extract such real
+							 * constants manually. We need only the last one,
+							 * to find out where the current expression
+							 * actually ends. */
+							Const *lastConst;
+							List *constants = NIL;
+							find_const_walker((Node *) lfirst(lc), &constants);
+							lastConst = (Const *) llast(constants);
+							RecordConstLocation(jstate, lastConst->location, true);
+						}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, (Node *) expr);
+				currentExprIdx++;
+				lastExprLength = expr->length;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Node *evalExpr = eval_const_expressions(NULL, expr);
+
+				if (IsA(evalExpr, Const) && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+					{
+						/*
+						 * eval_const_expressions does not provide real
+						 * Const with valid const location, which we need
+						 * for generate_normalized_query. Extract such real
+						 * constants manually. Take into account that even with
+						 * a single expression it could potentially contains
+						 * many constants, we need only the last one, to find
+						 * out where the current expression actually ends.
+						 */
+						Const *lastConst;
+						List *constants = NIL;
+						find_const_walker(expr, &constants);
+						lastConst = (Const *) llast(constants);
+
+						RecordConstLocation(jstate, lastConst->location, true);
+					}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+
+				if (currentExprIdx == const_merge_threshold -1)
+				{
+					// The next expression will be eligible for merging check.
+					// For it to happen correctly remember the number of
+					// constants in the previous expression.
+					List *constants = NIL;
+					find_const_walker(expr, &constants);
+					lastExprLength = constants->length;
+				}
+			}
+			break;
+
+		case T_Param:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+				Param *p = (Param *) expr;
+
+				if (!equal(expr, firstExpr) && IsA(expr, Param) &&
+					currentExprIdx >= const_merge_threshold - 1)
+				{
+
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > 0);
+						jstate->clocations[jstate->clocations_count - 1].merged = true;
+						currentExprIdx++;
+					}
+					else
+						RecordConstLocation(jstate, p->location, true);
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+
+				/*
+				 * To allow merging of parameters as well in
+				 * generate_normalized_query, remember it as a constant.
+				 */
+				RecordConstLocation(jstate, p->location, false);
+				currentExprIdx++;
+			}
+			break;
+
+		default:
+			foreach(temp, (List *) node)
+			{
+				JumbleExpr(jstate, (Node *) lfirst(temp));
+			}
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +649,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +838,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -832,11 +1091,11 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
+ * Record location of constant or a parameter within query string of query tree
  * that is currently being walked.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -851,6 +1110,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index 1f4d062bab..ea9f6d8ca1 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,8 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
+#include "optimizer/optimizer.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +27,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } LocationLen;
 
 /*
@@ -39,7 +43,10 @@ typedef struct JumbleState
 	/* Number of bytes used in jumble[] */
 	Size		jumble_len;
 
-	/* Array of locations of constants that should be removed */
+	/*
+	 * Array of locations of constants that should be removed, or parameters
+	 * that are already replaced, but could be also processed to be merged
+	 */
 	LocationLen *clocations;
 
 	/* Allocated length of clocations array */
@@ -62,7 +69,7 @@ typedef enum
 
 /* GUC parameters */
 extern int	compute_query_id;
-
+extern int  const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.26.3


--m3zig5rosouwojcd--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v6] Prevent jumbling of every element in ArrayExpr
@ 2022-03-12 13:42 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-03-12 13:42 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. Make Consts contribute nothing to the jumble hash if they're
part of a series and at position further that specified threshold.

Reviewed-by: Zhihong Yu, Sergey Dudoladov
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  26 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 src/backend/utils/misc/guc.c                  |  13 +
 src/backend/utils/misc/queryjumble.c          | 236 +++++++++-
 src/include/utils/queryjumble.h               |  10 +-
 6 files changed, 791 insertions(+), 13 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index e0abe34bb6..e05a6f565a 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1077,4 +1077,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...)             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, ...) and data = $11 |     1
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN ($1, $2, $3, $4, ...)     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 082bfa8f77..b872490133 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2610,6 +2610,7 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merge = false;
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2648,12 +2649,27 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+			if (merge)
+				merge = false;
+		}
+		else if (!merge)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Merge until a non merged constant appear */
+			merge = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index dffd2c8c18..55ba3b35e7 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -442,4 +442,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/src/backend/utils/misc/guc.c b/src/backend/utils/misc/guc.c
index f505413a7f..45a6d593ce 100644
--- a/src/backend/utils/misc/guc.c
+++ b/src/backend/utils/misc/guc.c
@@ -3600,6 +3600,19 @@ static struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index a67487e5fe..563de94f9f 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static bool JumbleExprList(JumbleState *jstate, Node *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -341,6 +345,225 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * find_const_walker
+ *	  Locate all the Const nodes in an expression tree.
+ *
+ * Caller must provide an empty list where constants will be collected.
+ */
+static bool
+find_const_walker(Node *node, List **constants)
+{
+	if (node == NULL)
+		return false;
+
+	if (IsA(node, Const))
+	{
+		*constants = lappend(*constants, (Const *) node);
+		return false;
+	}
+
+	return expression_tree_walker(node, find_const_walker, (void *) constants);
+}
+
+static bool
+JumbleExprList(JumbleState *jstate, Node *node)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		merged = false;
+	bool		allConst = true;
+	int 		currentExprIdx;
+	int 		lastExprLength = 0;
+
+	if (node == NULL)
+		return merged;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		JumbleExpr(jstate, node);
+		return merged;
+	}
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	Assert(IsA(node, List));
+	firstExpr = (Node *) lfirst(list_head((List *) node));
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(node->type);
+
+	/*
+	 * If the first expression is a constant or a list of constants, try to
+	 * merge the following if they're constants as well. Otherwise do
+	 * JumbleExpr as usual.
+	 */
+	switch (nodeTag(firstExpr))
+	{
+		case T_List:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				List 		*expr = (List *) lfirst(temp);
+				ListCell 	*lc;
+
+				foreach(lc, expr)
+				{
+					Node * subExpr = (Node *) lfirst(lc);
+
+					if (!IsA(subExpr, Const))
+					{
+						allConst = false;
+						break;
+					}
+				}
+
+				if (allConst && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, (Node *) expr);
+
+						/*
+						 * An expr consisting of constants is already found,
+						 * JumbleExpr must record it. Mark all the constants as
+						 * merged, they will be the first merged but still
+						 * present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+						foreach(lc, expr)
+						{
+							/*
+							 * Find the last constant to provide information
+							 * for generate_normalized_query where the current
+							 * expression actually ends.
+							 */
+							Const *lastConst;
+							List *constants = NIL;
+							find_const_walker((Node *) lfirst(lc), &constants);
+
+							/* We should be able to find some constants, as
+							 * they were discovered before. */
+							Assert(constants != NIL);
+							lastConst = (Const *) llast(constants);
+							RecordConstLocation(jstate, lastConst->location, true);
+						}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, (Node *) expr);
+				currentExprIdx++;
+				lastExprLength = expr->length;
+			}
+			break;
+
+		case T_Const:
+			currentExprIdx = 0;
+
+			foreach(temp, (List *) node)
+			{
+				Node *expr = (Node *) lfirst(temp);
+
+				if (IsA(expr, Const) && currentExprIdx >= const_merge_threshold - 1)
+				{
+					merged = true;
+
+					/*
+					 * This hash is going to accumulate the following merged
+					 * statements
+					 */
+					if (currentExprIdx == const_merge_threshold - 1)
+					{
+						JumbleExpr(jstate, expr);
+
+						/*
+						 * A const expr is already found, so JumbleExpr must
+						 * record it. Mark it as merged, it will be the first
+						 * merged but still present in the statement query.
+						 */
+						Assert(jstate->clocations_count > lastExprLength - 1);
+						for (int i = 1; i < lastExprLength + 1; i++)
+						{
+							LocationLen *loc;
+							loc = &jstate->clocations[jstate->clocations_count - i];
+							loc->merged = true;
+						}
+						currentExprIdx++;
+					}
+					else
+					{
+						/*
+						 * Find the last constant to provide information
+						 * for generate_normalized_query where the current
+						 * expression actually ends.
+						 */
+						Const *lastConst;
+						List *constants = NIL;
+						find_const_walker(expr, &constants);
+
+						/* We should be able to find some constants, as
+						 * they were discovered before. */
+						Assert(constants != NIL);
+						lastConst = (Const *) llast(constants);
+						RecordConstLocation(jstate, lastConst->location, true);
+					}
+
+					continue;
+				}
+
+				JumbleExpr(jstate, expr);
+				currentExprIdx++;
+
+				if (currentExprIdx == const_merge_threshold -1)
+				{
+					/*
+					 * The next expression will be eligible for merging check.
+					 * For it to happen correctly remember the number of
+					 * constants in the previous expression.
+					 */
+					List *constants = NIL;
+					find_const_walker(expr, &constants);
+
+					/* The expression we work with here could be anything, so
+					 * no constants found is a possible outcome. */
+					if (constants != NIL)
+						lastExprLength = constants->length;
+					else
+						lastExprLength = 1;
+				}
+			}
+			break;
+
+		default:
+			JumbleExpr(jstate, node);
+			break;
+	}
+
+	return merged;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +613,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +802,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (Node *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -832,11 +1055,11 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
+ * Record location of constant or a parameter within query string of query tree
  * that is currently being walked.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -851,6 +1074,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index a4c277269e..157e3f777a 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +26,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   duplicate */
 } LocationLen;
 
 /*
@@ -39,7 +42,10 @@ typedef struct JumbleState
 	/* Number of bytes used in jumble[] */
 	Size		jumble_len;
 
-	/* Array of locations of constants that should be removed */
+	/*
+	 * Array of locations of constants that should be removed, or parameters
+	 * that are already replaced, but could be also processed to be merged
+	 */
 	LocationLen *clocations;
 
 	/* Allocated length of clocations array */
@@ -62,7 +68,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern int	compute_query_id;
-
+extern int  const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--brzdwm7zyrf3ajx7--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v7] Prevent jumbling of every element in ArrayExpr
@ 2022-03-12 13:42 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-03-12 13:42 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. In certain situations it's undesirable, especially if the list
becomes too large.

Make Const expressions contribute nothing to the jumble hash if they're
a part of an ArrayExpr, which length is larger than specified threshold.
Allow to configure the threshold via the new GUC const_merge_threshold
with the default value zero, which disables this feature.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  33 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 doc/src/sgml/config.sgml                      |  26 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/utils/misc/guc.c                  |  13 +
 src/backend/utils/misc/queryjumble.c          | 105 ++++-
 src/include/utils/queryjumble.h               |   5 +-
 8 files changed, 711 insertions(+), 18 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index e0abe34bb6..de3970e462 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1077,4 +1077,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3               |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...)                     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 9e525a6ad3..a92e7aea15 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2581,6 +2581,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2604,7 +2607,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2619,12 +2621,31 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index dffd2c8c18..55ba3b35e7 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -442,4 +442,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 05df48131d..bca118366e 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8013,6 +8013,32 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-const-merge-threshold" xreflabel="const_merge_treshold">
+      <term><varname>const_merge_threshold</varname> (<type>integer</type>)
+      <indexterm>
+       <primary><varname>const_merge_threshold</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies the minimal length of an array to be eligible for constants
+        collapsing.  Normally every element of an array contributes to a query
+        identifier, which means the same query containing an array of constants
+        could get multiple different identifiers, depending of size of the
+        array.  If this parameter is nonzero, the array contains only constants
+        and it's length is larger than <varname> const_merge_threshold </varname>,
+        then array elements will contribure nothing to the query identifier.
+        Thus the query will get the same identifier no matter how many constants
+        it contains.
+
+        Zero turns off collapsing, and it is the default value.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        collapsed constants via <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index bc9d5bdbe3..7507aa08ce 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -425,10 +425,30 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-const-merge-threshold"/> is nonzero and the
+   queries contain an array with more than <varname>const_merge_threshold</varname>
+   constants in it:
+
+<screen>
+=# SET const_merge_threshold = 5;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/utils/misc/guc.c b/src/backend/utils/misc/guc.c
index b86137dc38..2765acd891 100644
--- a/src/backend/utils/misc/guc.c
+++ b/src/backend/utils/misc/guc.c
@@ -3608,6 +3608,19 @@ static struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index a67487e5fe..063b4be725 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void JumbleExprList(JumbleState *jstate, List *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -341,6 +345,90 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * Jubmle a list of expressions
+ *
+ * This function enforces const_merge_threshold limitation, i.e. if the
+ * provided list contains only constant expressions and its length is greater
+ * than or equal to const_merge_threshold, such list will not contribute to
+ * jumble. Otherwise it falls back to JumbleExpr.
+ */
+static void
+JumbleExprList(JumbleState *jstate, List *elements)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		allConst = true;
+
+	if (elements == NULL)
+		return;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	if (elements->length < const_merge_threshold)
+	{
+		/* The list is not large enough to collapse it. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(elements->type);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for collapsing --
+	 * mark it as merged and return from the function.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+		{
+			Node 	*expr = (Node *) lfirst(temp);
+
+			if (!IsA(expr, Const))
+			{
+				allConst = false;
+				break;
+			}
+		}
+
+		if (allConst)
+		{
+			Const *firstConst = (Const *) firstExpr;
+			Const *lastConst = llast_node(Const, elements);
+
+			/*
+			 * First and last constants are needed to identify which part of
+			 * the query to skip in generate_normalized_query.
+			 */
+			RecordConstLocation(jstate, firstConst->location, true);
+			RecordConstLocation(jstate, lastConst->location, true);
+			return;
+		}
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	JumbleExpr(jstate, (Node *) elements);
+	return;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +478,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +667,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (List *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -832,11 +920,13 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked. Merged argument signals that the constant do not
+ * contribute to the jumble hash, and any reader of constants array may want to
+ * use this information to represent such constants differently.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -851,6 +941,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index c670662db2..5bb994a6ac 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +26,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   not contributing to jumble */
 } LocationLen;
 
 /*
@@ -63,7 +66,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern int	compute_query_id;
-
+extern int  const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--5qgietps523nzm32--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v13 2/2] Prevent jumbling of every element in ArrayExpr
@ 2022-07-24 09:43 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-07-24 09:43 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the number of
elements (up to power of 10) to the jumble hash. Allow to enable this
behavior via the new GUC query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 227 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  46 +++-
 .../sql/pg_stat_statements.sql                |  68 ++++++
 doc/src/sgml/config.sgml                      |  29 +++
 doc/src/sgml/pgstatstatements.sgml            |  27 ++-
 src/backend/nodes/gen_node_support.pl         |   2 +-
 src/backend/nodes/queryjumblefuncs.c          | 111 ++++++++-
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/primnodes.h                 |   2 +
 src/include/nodes/queryjumble.h               |  12 +-
 11 files changed, 517 insertions(+), 19 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 8c0b2235e8..f32e8cc5f0 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1156,4 +1156,231 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Const merging functionality
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"              |     0
+(5 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_const_merge = on;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(4 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                                 |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                         |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9) |     1
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries])                |     2
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     1
+(6 rows)
+
+-- Second order of magnitude, brace yourself
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (... [100-999 entries])           |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries])             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- No unmerged constants
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries])             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                          query                                           | calls 
+------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9) and data = $10 |     1
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries]) and data = $3                 |     2
+ SELECT pg_stat_statements_reset()                                                        |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"                   |     0
+(4 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (... [10-99 entries])     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test constants evaluation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET query_id_const_merge;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index ad1fe44496..ece56e99b2 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2666,6 +2666,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+	int 		magnitude; 		/* Order of magnitute for number merged constants */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2689,7 +2693,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2704,12 +2707,43 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		magnitude = jstate->clocations[i].magnitude;
+		if (magnitude == 0)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			static const uint32 powers_of_ten[] = {
+				1, 10, 100,
+				1000, 10000, 100000,
+				1000000, 10000000, 100000000,
+				1000000000
+			};
+			int lower_merged = powers_of_ten[magnitude - 1];
+			int upper_merged = powers_of_ten[magnitude];
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "... [%d-%d entries]",
+								  lower_merged, upper_merged - 1);
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index cebde7392b..dc4b3e355b 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -473,4 +473,72 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Const merging functionality
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Second order of magnitude, brace yourself
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No unmerged constants
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET query_id_const_merge;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index ecd9aa73ef..5b15863ac7 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8278,6 +8278,35 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-const-merge" xreflabel="query_id_const_merge">
+      <term><varname>query_id_const_merge</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_const_merge</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how arrays of constants (e.g. for an "IN" clause) contribute
+        to the query identifier computation. Normally every element of an array
+        contributes to a query identifier, which means effectively the same
+        query could get multiple different identifiers, depending of size of the
+        array.
+
+        If this parameter is on, two queries with an array will get the same
+        query identifier if the only difference between them is the number of
+        constants, both numbers is of the same order of magnitude and greater or
+        equal 10 (so the order of magnitude is greather than 1, it is not worth
+        the efforts otherwise).
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/> extension.  The default value is off.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        queries in form <literal>'(... [10-99 entries])'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index efc36da602..84dedb870e 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -519,10 +519,29 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-query-id-const-merge"/> is enabled and the
+   queries contain an array of constants of similar size:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (... [10-99 entries])
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index ecbcadb8bf..93aed18c2e 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -1308,7 +1308,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index d7fd72d70f..b2508cb0bd 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -37,17 +37,26 @@
 #include "nodes/queryjumble.h"
 #include "parser/scansup.h"
 
+#include "utils/numutils.h"
+
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
+#define QUERY_ID_CONST_MERGE_THRESHOLD 	10 	/* when to start merging constants,
+											 * purely to avoid unnecessary work */
+
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, int magnitude);
 static void _jumbleNode(JumbleState *jstate, Node *node);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
@@ -186,11 +195,18 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Magnitude argument larger than zero signals that the constant represents the
+ * first or the last element in a series of merged constants, and everything
+ * but such first/last element will contribute nothing to the jumble hash. In
+ * this case magnitute value describes order of magnitute for the number of
+ * elements in the series (i.e. how many digits it has), to represent the fact
+ * of merging later on.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, int magnitude)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -206,15 +222,73 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].magnitude = magnitude;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions and its length is greater than or equal
+ * to CONST_MERGE_THRESHOLD.
+ *
+ * Return value is an order of magnitude for size of the list (to use for
+ * representation purposes later on) if merging is possible, otherwise zero.
+ *
+ * Note that this function searches only for Const directly and do not tries to
+ * simplify expressions.
+ */
+static int
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return 0;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return 0;
+	}
+
+	if (elements->length < QUERY_ID_CONST_MERGE_THRESHOLD)
+	{
+		/* It is not worth it to consider small lists for merging */
+		return 0;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return 0;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return decimalLength32(elements->length);
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return 0;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_LOCATION(location, magnitude) \
+	RecordConstLocation(jstate, expr->location, magnitude)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -227,6 +301,31 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleArrayExpr(JumbleState *jstate, Node *node)
+{
+	ArrayExpr *expr = (ArrayExpr *) node;
+	Const *first, *last;
+	int magnitude = IsMergeableConstList(expr->elements, &first, &last);
+
+	if (magnitude)
+	{
+		RecordConstLocation(jstate, first->location, magnitude);
+		RecordConstLocation(jstate, last->location, magnitude);
+
+		/*
+		 * After merging constants down we end up with only two constants, the
+		 * first and the last one. To distinguish the order of magnitute behind
+		 * merged constants, add its value into the jumble.
+		 */
+		JUMBLE_FIELD_SINGLE(magnitude);
+	}
+	else
+	{
+		JUMBLE_NODE(elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 43b9d92660..11147e72fc 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1972,6 +1972,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_const_merge", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets whether an array of constants will contribute to"
+						 " query identified computation."),
+		},
+		&query_id_const_merge,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d06074b86f..57b83b296d 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -627,7 +627,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#query_id_const_merge = off
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 1be1642d92..d79b663825 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1291,6 +1291,8 @@ typedef struct CaseTestExpr
  */
 typedef struct ArrayExpr
 {
+	pg_node_attr(custom_query_jumble)
+
 	Expr		xpr;
 	/* type of expression result */
 	Oid			array_typeid pg_node_attr(query_jumble_ignore);
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 204b8f74fd..001694aee9 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 /*
  * Struct for tracking locations/lengths of constants during normalization
@@ -23,6 +24,15 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * The constant may represent the beginning or the end of a merged
+	 * constants interval. In this case the magnitude value contains how many
+	 * constants were merged away (to a power of 10), in other words order of
+	 * manitude for number of merged constants. Otherwise the value is 0,
+	 * indicating that no merging is involved.
+	 */
+	int			magnitude;
 } LocationLen;
 
 /*
@@ -61,7 +71,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT bool query_id_const_merge;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--ydohaqx6er4mg5aj--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v10] Prevent jumbling of every element in ArrayExpr
@ 2022-07-24 09:43 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-07-24 09:43 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. In certain situations it's undesirable, especially if the list
becomes too large.

Make Const expressions contribute nothing to the jumble hash if they're
a part of an ArrayExpr, which length is larger than specified threshold.
Allow to configure the threshold via the new GUC const_merge_threshold
with the default value zero, which disables this feature.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  33 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 doc/src/sgml/config.sgml                      |  26 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/queryjumblefuncs.c          | 105 ++++-
 src/backend/utils/misc/guc_tables.c           |  13 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/queryjumble.h               |   5 +-
 9 files changed, 712 insertions(+), 19 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 9ac5c87c3a..f18f34ae5b 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1141,4 +1141,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3               |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...)                     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index ad1fe44496..b26ae1f234 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2666,6 +2666,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2689,7 +2692,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2704,12 +2706,31 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index 8f5c866225..8f9d284ed3 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -464,4 +464,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index f985afc009..270107926c 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8278,6 +8278,32 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-const-merge-threshold" xreflabel="const_merge_treshold">
+      <term><varname>const_merge_threshold</varname> (<type>integer</type>)
+      <indexterm>
+       <primary><varname>const_merge_threshold</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies the minimal length of an array to be eligible for constants
+        collapsing.  Normally every element of an array contributes to a query
+        identifier, which means the same query containing an array of constants
+        could get multiple different identifiers, depending of size of the
+        array.  If this parameter is nonzero, the array contains only constants
+        and it's length is larger than <varname> const_merge_threshold </varname>,
+        then array elements will contribure nothing to the query identifier.
+        Thus the query will get the same identifier no matter how many constants
+        it contains.
+
+        Zero turns off collapsing, and it is the default value.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        collapsed constants via <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index efc36da602..f7e2e9fe85 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -519,10 +519,30 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-const-merge-threshold"/> is nonzero and the
+   queries contain an array with more than <varname>const_merge_threshold</varname>
+   constants in it:
+
+<screen>
+=# SET const_merge_threshold = 5;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 16084842a3..1ea1cc66f8 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -53,7 +56,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void JumbleExprList(JumbleState *jstate, List *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -120,7 +124,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -343,6 +347,90 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * Jubmle a list of expressions
+ *
+ * This function enforces const_merge_threshold limitation, i.e. if the
+ * provided list contains only constant expressions and its length is greater
+ * than or equal to const_merge_threshold, such list will not contribute to
+ * jumble. Otherwise it falls back to JumbleExpr.
+ */
+static void
+JumbleExprList(JumbleState *jstate, List *elements)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		allConst = true;
+
+	if (elements == NULL)
+		return;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	if (elements->length < const_merge_threshold)
+	{
+		/* The list is not large enough to collapse it. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(elements->type);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for collapsing --
+	 * mark it as merged and return from the function.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+		{
+			Node 	*expr = (Node *) lfirst(temp);
+
+			if (!IsA(expr, Const))
+			{
+				allConst = false;
+				break;
+			}
+		}
+
+		if (allConst)
+		{
+			Const *firstConst = (Const *) firstExpr;
+			Const *lastConst = llast_node(Const, elements);
+
+			/*
+			 * First and last constants are needed to identify which part of
+			 * the query to skip in generate_normalized_query.
+			 */
+			RecordConstLocation(jstate, firstConst->location, true);
+			RecordConstLocation(jstate, lastConst->location, true);
+			return;
+		}
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	JumbleExpr(jstate, (Node *) elements);
+	return;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -392,7 +480,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -581,7 +669,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (List *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -835,11 +923,13 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked. Merged argument signals that the constant do not
+ * contribute to the jumble hash, and any reader of constants array may want to
+ * use this information to represent such constants differently.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -854,6 +944,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 4ac808ed22..663aded290 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -3467,6 +3467,19 @@ struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d06074b86f..0594eb17b2 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -627,7 +627,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#const_merge_threshold = 0
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 204b8f74fd..4410e2cf61 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 /*
  * Struct for tracking locations/lengths of constants during normalization
@@ -23,6 +24,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   not contributing to jumble */
 } LocationLen;
 
 /*
@@ -61,7 +64,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT int const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--mdpgrb6szgewza2s--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v11] Prevent jumbling of every element in ArrayExpr
@ 2022-07-24 09:43 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-07-24 09:43 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. In certain situations it's undesirable, especially if the list
becomes too large.

Make Const expressions contribute nothing to the jumble hash if they're
a part of an ArrayExpr, which length is larger than specified threshold.
Allow to configure the threshold via the new GUC const_merge_threshold
with the default value zero, which disables this feature.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  33 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 doc/src/sgml/config.sgml                      |  26 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/queryjumblefuncs.c          | 105 ++++-
 src/backend/utils/misc/guc_tables.c           |  13 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/queryjumble.h               |   5 +-
 9 files changed, 712 insertions(+), 19 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index 9ac5c87c3a..f18f34ae5b 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1141,4 +1141,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3               |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...)                     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index ad1fe44496..b26ae1f234 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2666,6 +2666,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2689,7 +2692,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2704,12 +2706,31 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index 8f5c866225..8f9d284ed3 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -464,4 +464,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index f985afc009..e4306cdb89 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8278,6 +8278,32 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-const-merge-threshold" xreflabel="const_merge_treshold">
+      <term><varname>const_merge_threshold</varname> (<type>integer</type>)
+      <indexterm>
+       <primary><varname>const_merge_threshold</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies the minimal length of an array to be eligible for constants
+        collapsing.  Normally every element of an array contributes to a query
+        identifier, which means the same query containing an array of constants
+        could get multiple different identifiers, depending of size of the
+        array.  If this parameter is nonzero, the array contains only constants
+        and it's length is larger than <varname> const_merge_threshold </varname>,
+        then array elements will contribute nothing to the query identifier.
+        Thus the query will get the same identifier no matter how many constants
+        it contains.
+
+        Zero turns off collapsing, and it is the default value.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        collapsed constants via <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index efc36da602..f7e2e9fe85 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -519,10 +519,30 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-const-merge-threshold"/> is nonzero and the
+   queries contain an array with more than <varname>const_merge_threshold</varname>
+   constants in it:
+
+<screen>
+=# SET const_merge_threshold = 5;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 16084842a3..1ea1cc66f8 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -53,7 +56,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void JumbleExprList(JumbleState *jstate, List *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -120,7 +124,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -343,6 +347,90 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * Jubmle a list of expressions
+ *
+ * This function enforces const_merge_threshold limitation, i.e. if the
+ * provided list contains only constant expressions and its length is greater
+ * than or equal to const_merge_threshold, such list will not contribute to
+ * jumble. Otherwise it falls back to JumbleExpr.
+ */
+static void
+JumbleExprList(JumbleState *jstate, List *elements)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		allConst = true;
+
+	if (elements == NULL)
+		return;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	if (elements->length < const_merge_threshold)
+	{
+		/* The list is not large enough to collapse it. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(elements->type);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for collapsing --
+	 * mark it as merged and return from the function.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+		{
+			Node 	*expr = (Node *) lfirst(temp);
+
+			if (!IsA(expr, Const))
+			{
+				allConst = false;
+				break;
+			}
+		}
+
+		if (allConst)
+		{
+			Const *firstConst = (Const *) firstExpr;
+			Const *lastConst = llast_node(Const, elements);
+
+			/*
+			 * First and last constants are needed to identify which part of
+			 * the query to skip in generate_normalized_query.
+			 */
+			RecordConstLocation(jstate, firstConst->location, true);
+			RecordConstLocation(jstate, lastConst->location, true);
+			return;
+		}
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	JumbleExpr(jstate, (Node *) elements);
+	return;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -392,7 +480,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -581,7 +669,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (List *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -835,11 +923,13 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked. Merged argument signals that the constant do not
+ * contribute to the jumble hash, and any reader of constants array may want to
+ * use this information to represent such constants differently.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -854,6 +944,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 4ac808ed22..663aded290 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -3467,6 +3467,19 @@ struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d06074b86f..0594eb17b2 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -627,7 +627,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#const_merge_threshold = 0
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 204b8f74fd..4410e2cf61 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 /*
  * Struct for tracking locations/lengths of constants during normalization
@@ -23,6 +24,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   not contributing to jumble */
 } LocationLen;
 
 /*
@@ -61,7 +64,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT int const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--sx5skzdffeabe3wq--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v9] Prevent jumbling of every element in ArrayExpr
@ 2022-07-24 09:43 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-07-24 09:43 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. In certain situations it's undesirable, especially if the list
becomes too large.

Make Const expressions contribute nothing to the jumble hash if they're
a part of an ArrayExpr, which length is larger than specified threshold.
Allow to configure the threshold via the new GUC const_merge_threshold
with the default value zero, which disables this feature.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  33 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 doc/src/sgml/config.sgml                      |  26 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/utils/misc/guc_tables.c           |  13 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/backend/utils/misc/queryjumble.c          | 105 ++++-
 src/include/utils/queryjumble.h               |   5 +-
 9 files changed, 712 insertions(+), 19 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index ff0166fb9d..858cf49e66 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1102,4 +1102,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3               |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...)                     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index ba868f0de9..5554581475 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2653,6 +2653,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2676,7 +2679,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2691,12 +2693,31 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index a01f183727..9ff50b52d3 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -442,4 +442,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index a5cd4e44c7..ee388d8374 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8175,6 +8175,32 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-const-merge-threshold" xreflabel="const_merge_treshold">
+      <term><varname>const_merge_threshold</varname> (<type>integer</type>)
+      <indexterm>
+       <primary><varname>const_merge_threshold</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies the minimal length of an array to be eligible for constants
+        collapsing.  Normally every element of an array contributes to a query
+        identifier, which means the same query containing an array of constants
+        could get multiple different identifiers, depending of size of the
+        array.  If this parameter is nonzero, the array contains only constants
+        and it's length is larger than <varname> const_merge_threshold </varname>,
+        then array elements will contribure nothing to the query identifier.
+        Thus the query will get the same identifier no matter how many constants
+        it contains.
+
+        Zero turns off collapsing, and it is the default value.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        collapsed constants via <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index ecf6cd6bf3..a7b1d2863b 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -519,10 +519,30 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-const-merge-threshold"/> is nonzero and the
+   queries contain an array with more than <varname>const_merge_threshold</varname>
+   constants in it:
+
+<screen>
+=# SET const_merge_threshold = 5;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 87e625aa7a..bff8fcaaf9 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -3415,6 +3415,19 @@ struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index 90bec0502c..806e74d61b 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -626,7 +626,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#const_merge_threshold = 0
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index a67487e5fe..063b4be725 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void JumbleExprList(JumbleState *jstate, List *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -341,6 +345,90 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * Jubmle a list of expressions
+ *
+ * This function enforces const_merge_threshold limitation, i.e. if the
+ * provided list contains only constant expressions and its length is greater
+ * than or equal to const_merge_threshold, such list will not contribute to
+ * jumble. Otherwise it falls back to JumbleExpr.
+ */
+static void
+JumbleExprList(JumbleState *jstate, List *elements)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		allConst = true;
+
+	if (elements == NULL)
+		return;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	if (elements->length < const_merge_threshold)
+	{
+		/* The list is not large enough to collapse it. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(elements->type);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for collapsing --
+	 * mark it as merged and return from the function.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+		{
+			Node 	*expr = (Node *) lfirst(temp);
+
+			if (!IsA(expr, Const))
+			{
+				allConst = false;
+				break;
+			}
+		}
+
+		if (allConst)
+		{
+			Const *firstConst = (Const *) firstExpr;
+			Const *lastConst = llast_node(Const, elements);
+
+			/*
+			 * First and last constants are needed to identify which part of
+			 * the query to skip in generate_normalized_query.
+			 */
+			RecordConstLocation(jstate, firstConst->location, true);
+			RecordConstLocation(jstate, lastConst->location, true);
+			return;
+		}
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	JumbleExpr(jstate, (Node *) elements);
+	return;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +478,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +667,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (List *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -832,11 +920,13 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked. Merged argument signals that the constant do not
+ * contribute to the jumble hash, and any reader of constants array may want to
+ * use this information to represent such constants differently.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -851,6 +941,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index 3c2d9beab2..b50cc42d4e 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +26,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   not contributing to jumble */
 } LocationLen;
 
 /*
@@ -63,7 +66,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT int const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.27.0


--hgfctospliend4fa--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v12] Prevent jumbling of every element in ArrayExpr
@ 2022-07-24 09:43 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-07-24 09:43 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. In certain situations it's undesirable, especially if the list
becomes too large.

Make Const expressions contribute nothing to the jumble hash if they're
a part of an ArrayExpr, which length is larger than specified threshold.
Allow to configure the threshold via the new GUC const_merge_threshold
with the default value zero, which disables this feature.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  33 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 doc/src/sgml/config.sgml                      |  26 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |   2 +-
 src/backend/nodes/queryjumblefuncs.c          | 102 ++++-
 src/backend/utils/misc/guc_tables.c           |  13 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/primnodes.h                 |   2 +
 src/include/nodes/queryjumble.h               |   5 +-
 11 files changed, 712 insertions(+), 20 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index fb9ccd920f..9acdb55c9a 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1142,4 +1142,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3               |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...)                     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index ad1fe44496..b26ae1f234 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2666,6 +2666,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2689,7 +2692,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2704,12 +2706,31 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index b82cddf16f..f561edbe83 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -465,4 +465,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index d190be1925..501a132a4a 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8278,6 +8278,32 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-const-merge-threshold" xreflabel="const_merge_treshold">
+      <term><varname>const_merge_threshold</varname> (<type>integer</type>)
+      <indexterm>
+       <primary><varname>const_merge_threshold</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies the minimal length of an array to be eligible for constants
+        collapsing.  Normally every element of an array contributes to a query
+        identifier, which means the same query containing an array of constants
+        could get multiple different identifiers, depending of size of the
+        array.  If this parameter is nonzero, the array contains only constants
+        and it's length is larger than <varname> const_merge_threshold </varname>,
+        then array elements will contribute nothing to the query identifier.
+        Thus the query will get the same identifier no matter how many constants
+        it contains.
+
+        Zero turns off collapsing, and it is the default value.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        collapsed constants via <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index efc36da602..f7e2e9fe85 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -519,10 +519,30 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-const-merge-threshold"/> is nonzero and the
+   queries contain an array with more than <varname>const_merge_threshold</varname>
+   constants in it:
+
+<screen>
+=# SET const_merge_threshold = 5;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 19ed29657c..86c4223ace 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -1306,7 +1306,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 223d1bc826..06551f6a1b 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,12 +42,15 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleRangeTblEntry(JumbleState *jstate, Node *node);
@@ -109,7 +112,7 @@ JumbleQuery(Query *query, const char *querytext)
 	jstate->jumble_len = 0;
 	jstate->clocations_buf_size = 32;
 	jstate->clocations = (LocationLen *)
-		palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+		palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 	jstate->clocations_count = 0;
 	jstate->highest_extern_param_id = 0;
 
@@ -185,11 +188,13 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked. Merged argument signals that the constant do not
+ * contribute to the jumble hash, and any reader of constants array may want to
+ * use this information to represent such constants differently.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -205,15 +210,81 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains only constant expressions and its
+ * length is greater than or equal to const_merge_threshold, thus making it
+ * eligible for constants merging.
+ *
+ * Note that this function searches only for Const directly and do not tries to
+ * simplify expressions.
+ */
+static bool
+IsConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		allConst = true;
+
+	if (elements == NULL)
+		return false;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		return false;
+	}
+
+	if (elements->length < const_merge_threshold)
+	{
+		/* The list is not large enough to collapse it. */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for collapsing --
+	 * mark it as merged and return from the function.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+		{
+			Node 	*expr = (Node *) lfirst(temp);
+
+			if (!IsA(expr, Const))
+			{
+				allConst = false;
+				break;
+			}
+		}
+
+		if (allConst)
+		{
+			*firstConst = (Const *) firstExpr;
+			*lastConst = llast_node(Const, elements);
+			return true;
+		}
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -226,6 +297,23 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleArrayExpr(JumbleState *jstate, Node *node)
+{
+	ArrayExpr *expr = (ArrayExpr *) node;
+	Const *first, *last;
+
+	if (IsConstList(expr->elements, &first, &last))
+	{
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		JUMBLE_NODE(elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index b46e3b8c55..77ab38172b 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -3467,6 +3467,19 @@ struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d06074b86f..0594eb17b2 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -627,7 +627,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#const_merge_threshold = 0
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 6d740be5c0..8e568947bd 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1287,6 +1287,8 @@ typedef struct CaseTestExpr
  */
 typedef struct ArrayExpr
 {
+	pg_node_attr(custom_query_jumble)
+
 	Expr		xpr;
 	/* type of expression result */
 	Oid			array_typeid pg_node_attr(query_jumble_ignore);
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 204b8f74fd..4410e2cf61 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 /*
  * Struct for tracking locations/lengths of constants during normalization
@@ -23,6 +24,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   not contributing to jumble */
 } LocationLen;
 
 /*
@@ -61,7 +64,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT int const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--fwn3okfgg755eu4x--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v8] Prevent jumbling of every element in ArrayExpr
@ 2022-07-24 09:43 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2022-07-24 09:43 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on number of parameters, because every element of ArrayExpr is
jumbled. In certain situations it's undesirable, especially if the list
becomes too large.

Make Const expressions contribute nothing to the jumble hash if they're
a part of an ArrayExpr, which length is larger than specified threshold.
Allow to configure the threshold via the new GUC const_merge_threshold
with the default value zero, which disables this feature.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane
Tested-by: Chengxi Sun
---
 .../expected/pg_stat_statements.out           | 412 ++++++++++++++++++
 .../pg_stat_statements/pg_stat_statements.c   |  33 +-
 .../sql/pg_stat_statements.sql                | 107 +++++
 doc/src/sgml/config.sgml                      |  26 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/utils/misc/guc.c                  |  13 +
 src/backend/utils/misc/queryjumble.c          | 105 ++++-
 src/include/utils/queryjumble.h               |   5 +-
 8 files changed, 711 insertions(+), 18 deletions(-)

diff --git a/contrib/pg_stat_statements/expected/pg_stat_statements.out b/contrib/pg_stat_statements/expected/pg_stat_statements.out
index ff0166fb9d..858cf49e66 100644
--- a/contrib/pg_stat_statements/expected/pg_stat_statements.out
+++ b/contrib/pg_stat_statements/expected/pg_stat_statements.out
@@ -1102,4 +1102,416 @@ SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
      2
 (1 row)
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                     query                                      | calls 
+--------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6)                  |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7)              |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8)          |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10) |     1
+ SELECT pg_stat_statements_reset()                                              |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"         |     0
+(7 rows)
+
+-- Normal
+SET const_merge_threshold = 5;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                      |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     6
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     5
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...)                             |     2
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(3 rows)
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3               |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...)                     |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     0
+(3 rows)
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET const_merge_threshold;
 DROP EXTENSION pg_stat_statements;
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 049da9fe6d..daaa3f77cb 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2635,6 +2635,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2658,7 +2661,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2673,12 +2675,31 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/pg_stat_statements.sql b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
index a01f183727..9ff50b52d3 100644
--- a/contrib/pg_stat_statements/sql/pg_stat_statements.sql
+++ b/contrib/pg_stat_statements/sql/pg_stat_statements.sql
@@ -442,4 +442,111 @@ SELECT (
 
 SELECT COUNT(*) FROM pg_stat_statements WHERE query LIKE '%SELECT GROUPING%';
 
+--
+-- Consts merging
+--
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal
+SET const_merge_threshold = 5;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On the merge threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- test constants after merge
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test find_const_walker
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET const_merge_threshold;
+
 DROP EXTENSION pg_stat_statements;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index e2d728e0c4..9bcee698fd 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8154,6 +8154,32 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-const-merge-threshold" xreflabel="const_merge_treshold">
+      <term><varname>const_merge_threshold</varname> (<type>integer</type>)
+      <indexterm>
+       <primary><varname>const_merge_threshold</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies the minimal length of an array to be eligible for constants
+        collapsing.  Normally every element of an array contributes to a query
+        identifier, which means the same query containing an array of constants
+        could get multiple different identifiers, depending of size of the
+        array.  If this parameter is nonzero, the array contains only constants
+        and it's length is larger than <varname> const_merge_threshold </varname>,
+        then array elements will contribure nothing to the query identifier.
+        Thus the query will get the same identifier no matter how many constants
+        it contains.
+
+        Zero turns off collapsing, and it is the default value.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        collapsed constants via <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index ecf6cd6bf3..a7b1d2863b 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -519,10 +519,30 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-const-merge-threshold"/> is nonzero and the
+   queries contain an array with more than <varname>const_merge_threshold</varname>
+   constants in it:
+
+<screen>
+=# SET const_merge_threshold = 5;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/utils/misc/guc.c b/src/backend/utils/misc/guc.c
index af4a1c3068..b74ba720a4 100644
--- a/src/backend/utils/misc/guc.c
+++ b/src/backend/utils/misc/guc.c
@@ -3662,6 +3662,19 @@ static struct config_int ConfigureNamesInt[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"const_merge_threshold", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets the minimal numer of constants in an array"
+						 " after which they will be merged"),
+			gettext_noop("Computing query id for an array of constants"
+						 " will produce the same id for all arrays with length"
+						 " larger than this value. Zero turns off merging."),
+		},
+		&const_merge_threshold,
+		0, 0, INT_MAX,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, 0, 0, 0, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/queryjumble.c b/src/backend/utils/misc/queryjumble.c
index eeaa0b31fe..d68e644c98 100644
--- a/src/backend/utils/misc/queryjumble.c
+++ b/src/backend/utils/misc/queryjumble.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Minimal numer of constants in an array after which they will be merged */
+int			const_merge_threshold = 0;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
@@ -52,7 +55,8 @@ static void JumbleQueryInternal(JumbleState *jstate, Query *query);
 static void JumbleRangeTable(JumbleState *jstate, List *rtable);
 static void JumbleRowMarks(JumbleState *jstate, List *rowMarks);
 static void JumbleExpr(JumbleState *jstate, Node *node);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void JumbleExprList(JumbleState *jstate, List *node);
+static void RecordConstLocation(JumbleState *jstate, int location, bool merged);
 
 /*
  * Given a possibly multi-statement source string, confine our attention to the
@@ -119,7 +123,7 @@ JumbleQuery(Query *query, const char *querytext)
 		jstate->jumble_len = 0;
 		jstate->clocations_buf_size = 32;
 		jstate->clocations = (LocationLen *)
-			palloc(jstate->clocations_buf_size * sizeof(LocationLen));
+			palloc0(jstate->clocations_buf_size * sizeof(LocationLen));
 		jstate->clocations_count = 0;
 		jstate->highest_extern_param_id = 0;
 
@@ -341,6 +345,90 @@ JumbleRowMarks(JumbleState *jstate, List *rowMarks)
 	}
 }
 
+/*
+ * Jubmle a list of expressions
+ *
+ * This function enforces const_merge_threshold limitation, i.e. if the
+ * provided list contains only constant expressions and its length is greater
+ * than or equal to const_merge_threshold, such list will not contribute to
+ * jumble. Otherwise it falls back to JumbleExpr.
+ */
+static void
+JumbleExprList(JumbleState *jstate, List *elements)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+	bool		allConst = true;
+
+	if (elements == NULL)
+		return;
+
+	if (const_merge_threshold == 0)
+	{
+		/* Merging is disabled, process everything one by one. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	if (elements->length < const_merge_threshold)
+	{
+		/* The list is not large enough to collapse it. */
+		JumbleExpr(jstate, (Node *) elements);
+		return;
+	}
+
+	/* Guard against stack overflow due to overly complex expressions */
+	check_stack_depth();
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * We always emit the node's NodeTag, then any additional fields that are
+	 * considered significant, and then we recurse to any child nodes.
+	 */
+	APP_JUMB(elements->type);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for collapsing --
+	 * mark it as merged and return from the function.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+		{
+			Node 	*expr = (Node *) lfirst(temp);
+
+			if (!IsA(expr, Const))
+			{
+				allConst = false;
+				break;
+			}
+		}
+
+		if (allConst)
+		{
+			Const *firstConst = (Const *) firstExpr;
+			Const *lastConst = llast_node(Const, elements);
+
+			/*
+			 * First and last constants are needed to identify which part of
+			 * the query to skip in generate_normalized_query.
+			 */
+			RecordConstLocation(jstate, firstConst->location, true);
+			RecordConstLocation(jstate, lastConst->location, true);
+			return;
+		}
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	JumbleExpr(jstate, (Node *) elements);
+	return;
+}
+
 /*
  * Jumble an expression tree
  *
@@ -390,7 +478,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 				/* We jumble only the constant's type, not its value */
 				APP_JUMB(c->consttype);
 				/* Also, record its parse location for query normalization */
-				RecordConstLocation(jstate, c->location);
+				RecordConstLocation(jstate, c->location, false);
 			}
 			break;
 		case T_Param:
@@ -579,7 +667,7 @@ JumbleExpr(JumbleState *jstate, Node *node)
 			}
 			break;
 		case T_ArrayExpr:
-			JumbleExpr(jstate, (Node *) ((ArrayExpr *) node)->elements);
+			JumbleExprList(jstate, (List *) ((ArrayExpr *) node)->elements);
 			break;
 		case T_RowExpr:
 			JumbleExpr(jstate, (Node *) ((RowExpr *) node)->args);
@@ -904,11 +992,13 @@ JumbleExpr(JumbleState *jstate, Node *node)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked. Merged argument signals that the constant do not
+ * contribute to the jumble hash, and any reader of constants array may want to
+ * use this information to represent such constants differently.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -923,6 +1013,7 @@ RecordConstLocation(JumbleState *jstate, int location)
 						 sizeof(LocationLen));
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		/* initialize lengths to -1 to simplify third-party module usage */
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
diff --git a/src/include/utils/queryjumble.h b/src/include/utils/queryjumble.h
index 3c2d9beab2..b50cc42d4e 100644
--- a/src/include/utils/queryjumble.h
+++ b/src/include/utils/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
@@ -25,6 +26,8 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+	bool		merged;			/* whether or not the location was marked as
+								   not contributing to jumble */
 } LocationLen;
 
 /*
@@ -63,7 +66,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT int const_merge_threshold;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--wkn7hnegdugx3cwo--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v14 2/2] Prevent jumbling of every element in ArrayExpr
@ 2023-03-19 12:01 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2023-03-19 12:01 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the number of
elements (up to power of 10) to the jumble hash. Allow to enable this
behavior via the new GUC query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 221 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  46 +++-
 contrib/pg_stat_statements/sql/merging.sql    |  69 ++++++
 doc/src/sgml/config.sgml                      |  29 +++
 doc/src/sgml/pgstatstatements.sgml            |  27 ++-
 src/backend/nodes/gen_node_support.pl         |   2 +-
 src/backend/nodes/queryjumblefuncs.c          | 111 ++++++++-
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/primnodes.h                 |   2 +
 src/include/nodes/queryjumble.h               |  12 +-
 13 files changed, 514 insertions(+), 20 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 5578a9dd4e..2e30324334 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -18,7 +18,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal cleanup oldextversions
+	user_activity wal cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..069cd4709d
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,221 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_const_merge = on;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                       | calls 
+---------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)         |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3) |     1
+ SELECT pg_stat_statements_reset()                 |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                   query                                   | calls 
+---------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                                 |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3)                         |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9) |     1
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries])                |     2
+ SELECT pg_stat_statements_reset()                                         |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C"    |     1
+(6 rows)
+
+-- Second order of magnitude, brace yourself
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                            query                             | calls 
+--------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (... [100-999 entries]) |     1
+ SELECT pg_stat_statements_reset()                            |     1
+(2 rows)
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                         query                         | calls 
+-------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4) |     1
+ SELECT pg_stat_statements_reset()                     |     1
+(2 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4)                  |     1
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries])             |     1
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- No unmerged constants
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                            | calls 
+------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries]) |     1
+ SELECT pg_stat_statements_reset()                          |     1
+(2 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                          query                                           | calls 
+------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9) and data = $10 |     1
+ SELECT * FROM test_merge WHERE id IN (... [10-99 entries]) and data = $3                 |     2
+ SELECT pg_stat_statements_reset()                                                        |     1
+(3 rows)
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                               query                                | calls 
+--------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (... [10-99 entries]) |     1
+ SELECT pg_stat_statements_reset()                                  |     1
+(2 rows)
+
+-- Test constants evaluation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 3e3062ada9..3c43c9f283 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -50,6 +50,7 @@ tests += {
       'wal',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 5285c3f7fa..70920a7853 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2668,6 +2668,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+	int 		magnitude; 		/* Order of magnitute for number merged constants */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2691,7 +2695,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2706,12 +2709,43 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		magnitude = jstate->clocations[i].magnitude;
+		if (magnitude == 0)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			static const uint32 powers_of_ten[] = {
+				1, 10, 100,
+				1000, 10000, 100000,
+				1000000, 10000000, 100000000,
+				1000000000
+			};
+			int lower_merged = powers_of_ten[magnitude - 1];
+			int upper_merged = powers_of_ten[magnitude];
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "... [%d-%d entries]",
+								  lower_merged, upper_merged - 1);
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..0b431bf9a2
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,69 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Second order of magnitude, brace yourself
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- With gaps on the threshold
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No unmerged constants
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- On table, numeric type causes every constant being wrapped into functions.
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET query_id_const_merge;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index e5c41cc6c6..25e4897648 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8278,6 +8278,35 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-const-merge" xreflabel="query_id_const_merge">
+      <term><varname>query_id_const_merge</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_const_merge</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how arrays of constants (e.g. for an "IN" clause) contribute
+        to the query identifier computation. Normally every element of an array
+        contributes to a query identifier, which means effectively the same
+        query could get multiple different identifiers, depending of size of the
+        array.
+
+        If this parameter is on, two queries with an array will get the same
+        query identifier if the only difference between them is the number of
+        constants, both numbers is of the same order of magnitude and greater or
+        equal 10 (so the order of magnitude is greather than 1, it is not worth
+        the efforts otherwise).
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/> extension.  The default value is off.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        queries in form <literal>'(... [10-99 entries])'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index b1214ee645..4ec8ba2c4f 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -529,10 +529,29 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, for example when queries are
+   different only in values of constants they use. Another valid possibility for
+   merging queries into a single <structname>pg_stat_statements</structname>
+   entry is when <xref linkend="guc-query-id-const-merge"/> is enabled and the
+   queries contain an array of constants of similar size:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (... [10-99 entries])
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index ecbcadb8bf..93aed18c2e 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -1308,7 +1308,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index d7fd72d70f..b2508cb0bd 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -37,17 +37,26 @@
 #include "nodes/queryjumble.h"
 #include "parser/scansup.h"
 
+#include "utils/numutils.h"
+
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
 
+#define QUERY_ID_CONST_MERGE_THRESHOLD 	10 	/* when to start merging constants,
+											 * purely to avoid unnecessary work */
+
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, int magnitude);
 static void _jumbleNode(JumbleState *jstate, Node *node);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
@@ -186,11 +195,18 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Magnitude argument larger than zero signals that the constant represents the
+ * first or the last element in a series of merged constants, and everything
+ * but such first/last element will contribute nothing to the jumble hash. In
+ * this case magnitute value describes order of magnitute for the number of
+ * elements in the series (i.e. how many digits it has), to represent the fact
+ * of merging later on.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, int magnitude)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -206,15 +222,73 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].magnitude = magnitude;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions and its length is greater than or equal
+ * to CONST_MERGE_THRESHOLD.
+ *
+ * Return value is an order of magnitude for size of the list (to use for
+ * representation purposes later on) if merging is possible, otherwise zero.
+ *
+ * Note that this function searches only for Const directly and do not tries to
+ * simplify expressions.
+ */
+static int
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return 0;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return 0;
+	}
+
+	if (elements->length < QUERY_ID_CONST_MERGE_THRESHOLD)
+	{
+		/* It is not worth it to consider small lists for merging */
+		return 0;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return 0;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return decimalLength32(elements->length);
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return 0;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_LOCATION(location, magnitude) \
+	RecordConstLocation(jstate, expr->location, magnitude)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -227,6 +301,31 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleArrayExpr(JumbleState *jstate, Node *node)
+{
+	ArrayExpr *expr = (ArrayExpr *) node;
+	Const *first, *last;
+	int magnitude = IsMergeableConstList(expr->elements, &first, &last);
+
+	if (magnitude)
+	{
+		RecordConstLocation(jstate, first->location, magnitude);
+		RecordConstLocation(jstate, last->location, magnitude);
+
+		/*
+		 * After merging constants down we end up with only two constants, the
+		 * first and the last one. To distinguish the order of magnitute behind
+		 * merged constants, add its value into the jumble.
+		 */
+		JUMBLE_FIELD_SINGLE(magnitude);
+	}
+	else
+	{
+		JUMBLE_NODE(elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 1c0583fe26..64bbd737e7 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -1973,6 +1973,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_const_merge", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets whether an array of constants will contribute to"
+						 " query identified computation."),
+		},
+		&query_id_const_merge,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d06074b86f..57b83b296d 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -627,7 +627,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#query_id_const_merge = off
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 8fb5b4b919..f5ef01ce4d 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1294,6 +1294,8 @@ typedef struct CaseTestExpr
  */
 typedef struct ArrayExpr
 {
+	pg_node_attr(custom_query_jumble)
+
 	Expr		xpr;
 	/* type of expression result */
 	Oid			array_typeid pg_node_attr(query_jumble_ignore);
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 204b8f74fd..001694aee9 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 /*
  * Struct for tracking locations/lengths of constants during normalization
@@ -23,6 +24,15 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * The constant may represent the beginning or the end of a merged
+	 * constants interval. In this case the magnitude value contains how many
+	 * constants were merged away (to a power of 10), in other words order of
+	 * manitude for number of merged constants. Otherwise the value is 0,
+	 * indicating that no merging is involved.
+	 */
+	int			magnitude;
 } LocationLen;
 
 /*
@@ -61,7 +71,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT bool query_id_const_merge;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query, const char *querytext);
-- 
2.32.0


--5yruzipouymq7ks3--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v15 1/4] Prevent jumbling of every element in ArrayExpr
@ 2023-10-14 13:00 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2023-10-14 13:00 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
GUC query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  34 +++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/config.sgml                      |  28 +++
 doc/src/sgml/pgstatstatements.sgml            |  25 ++-
 src/backend/nodes/gen_node_support.pl         |   2 +-
 src/backend/nodes/queryjumblefuncs.c          |  86 ++++++++-
 src/backend/utils/misc/guc_tables.c           |  10 ++
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/primnodes.h                 |   2 +
 src/include/nodes/queryjumble.h               |   9 +-
 13 files changed, 406 insertions(+), 20 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index eba4a95d91a..af731fc9a58 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -19,7 +19,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal cleanup oldextversions
+	user_activity wal cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..7711572e0b7
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_const_merge = on;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                   query                    | calls 
+--------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)  |     1
+ SELECT * FROM test_merge WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset()          |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset()                        |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset()                                                                                               |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset()                  |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 15b7c7f2b02..6371c81e138 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -51,6 +51,7 @@ tests += {
       'wal',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index a46f2db352b..0b03009a053 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -2695,6 +2695,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2718,7 +2721,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2733,12 +2735,32 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..02266a92ce8
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET query_id_const_merge;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 3839c72c868..55b0795bce1 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8190,6 +8190,34 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-const-merge" xreflabel="query_id_const_merge">
+      <term><varname>query_id_const_merge</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_const_merge</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an "IN" clause)
+        contributes to the query identifier computation. Normally every element
+        of an array contributes to the query identifier, which means the same
+        query will get multiple different identifiers, one for each occurrence
+        with an array of different lenght.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/> extension.  The default value is off.
+
+        The <xref linkend="pgstatstatements"/> extension will represent such
+        queries in form <literal>'(...)'</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      </variablelist>
 
     </sect2>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 7e7c5c9ff82..8df4064cbf4 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -548,10 +548,27 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, or if
+   <xref linkend="guc-query-id-const-merge"/> is enabled and the only
+   difference between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 72c79635781..5b4a3f37a2b 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -1308,7 +1308,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d83..52d45c2b093 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,12 +42,16 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
@@ -186,11 +190,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -206,15 +214,65 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -227,6 +285,22 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleArrayExpr(JumbleState *jstate, Node *node)
+{
+	ArrayExpr *expr = (ArrayExpr *) node;
+	Const *first, *last;
+	if(IsMergeableConstList(expr->elements, &first, &last))
+	{
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		JUMBLE_NODE(elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 4c585741661..fbb50adb9f9 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2011,6 +2011,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_const_merge", PGC_SUSET, STATS_MONITORING,
+			gettext_noop("Sets whether an array of constants will contribute to"
+						 " query identified computation."),
+		},
+		&query_id_const_merge,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d08d55c3fe4..3397780dc72 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -628,7 +628,7 @@
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
-
+#query_id_const_merge = off
 
 #------------------------------------------------------------------------------
 # AUTOVACUUM
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 60d72a876b4..fde0320b263 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1296,6 +1296,8 @@ typedef struct CaseTestExpr
  */
 typedef struct ArrayExpr
 {
+	pg_node_attr(custom_query_jumble)
+
 	Expr		xpr;
 	/* type of expression result */
 	Oid			array_typeid pg_node_attr(query_jumble_ignore);
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 7649e095aa5..225957d7b3c 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -15,6 +15,7 @@
 #define QUERYJUMBLE_H
 
 #include "nodes/parsenodes.h"
+#include "nodes/nodeFuncs.h"
 
 /*
  * Struct for tracking locations/lengths of constants during normalization
@@ -23,6 +24,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -61,7 +68,7 @@ enum ComputeQueryIdType
 
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
-
+extern PGDLLIMPORT bool query_id_const_merge;
 
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);

base-commit: 22655aa23132a0645fdcdce4b233a1fff0c0cf8f
-- 
2.41.0


--svnhsmawrtczycxj
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v15-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v17 1/4] Prevent jumbling of every element in ArrayExpr
@ 2023-10-14 13:00 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2023-10-14 13:00 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  62 ++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  57 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 100 ++++++++++-
 src/backend/postmaster/postmaster.c           |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 12 files changed, 458 insertions(+), 25 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index eba4a95d91a..af731fc9a58 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -19,7 +19,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal cleanup oldextversions
+	user_activity wal cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..f286c735a36
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                   query                    | calls 
+--------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)  |     1
+ SELECT * FROM test_merge WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset()          |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset()                        |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset()                                                                                               |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset()                  |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 15b7c7f2b02..6371c81e138 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -51,6 +51,7 @@ tests += {
       'wal',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index a46f2db352b..4d47a746670 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -266,6 +266,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -293,7 +296,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -455,8 +459,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2695,6 +2712,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2718,7 +2738,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2733,12 +2752,32 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
@@ -2902,3 +2941,12 @@ comp_location(const void *a, const void *b)
 	else
 		return 0;
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..8b589135daa
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 7e7c5c9ff82..c78140f8858 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -547,11 +547,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>pg_stat_statements.query_id_const_merge</varname> is enabled and
+   the only difference between queries is the length of an array with constants
+   they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -861,6 +879,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 72c79635781..9eb1f2dde77 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'int' && $f =~ 'location$')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d83..4bc16dde6a0 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,13 +42,18 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleRangeTblEntry(JumbleState *jstate, Node *node);
@@ -148,6 +153,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -186,11 +203,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -206,15 +227,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -227,6 +300,21 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if(IsMergeableConstList(elements, &first, &last))
+	{
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/postmaster.c b/src/backend/postmaster/postmaster.c
index 9cb624eab81..3e5c43ede81 100644
--- a/src/backend/postmaster/postmaster.c
+++ b/src/backend/postmaster/postmaster.c
@@ -528,6 +528,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 #ifdef WIN32
@@ -6075,6 +6076,7 @@ save_backend_variables(BackendParameters *param, Port *port,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -6306,6 +6308,7 @@ restore_backend_variables(BackendParameters *param, Port *port)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d08d55c3fe4..97a8251bb2d 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -629,7 +629,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 60d72a876b4..0b50e20fa69 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1304,7 +1304,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 7649e095aa5..c64a007ad3f 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 22655aa23132a0645fdcdce4b233a1fff0c0cf8f
-- 
2.41.0


--si27d3bgnnpsswlv
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v17-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v16 1/4] Prevent jumbling of every element in ArrayExpr
@ 2023-10-14 13:00 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2023-10-14 13:00 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  62 ++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  54 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 100 ++++++++++-
 src/backend/postmaster/postmaster.c           |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 12 files changed, 456 insertions(+), 24 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index eba4a95d91a..af731fc9a58 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -19,7 +19,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal cleanup oldextversions
+	user_activity wal cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..f286c735a36
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset()                                                   |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                   query                    | calls 
+--------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)  |     1
+ SELECT * FROM test_merge WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset()          |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset()                                      |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset()                        |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset()                                                                                               |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+ pg_stat_statements_reset 
+--------------------------
+ 
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset()                  |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 15b7c7f2b02..6371c81e138 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -51,6 +51,7 @@ tests += {
       'wal',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index a46f2db352b..4d47a746670 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -266,6 +266,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -293,7 +296,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -455,8 +459,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2695,6 +2712,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2718,7 +2738,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2733,12 +2752,32 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
@@ -2902,3 +2941,12 @@ comp_location(const void *a, const void *b)
 	else
 		return 0;
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..8b589135daa
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset();
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset();
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 7e7c5c9ff82..bba8e5e11ed 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -548,10 +548,27 @@
   <para>
    In some cases, queries with visibly different texts might get merged into a
    single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   only for semantically equivalent queries, or if
+   <xref linkend="guc-query-id-const-merge"/> is enabled and the only
+   difference between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -861,6 +878,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 72c79635781..9eb1f2dde77 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'int' && $f =~ 'location$')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 281907a4d83..4bc16dde6a0 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,13 +42,18 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleRangeTblEntry(JumbleState *jstate, Node *node);
@@ -148,6 +153,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -186,11 +203,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -206,15 +227,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -227,6 +300,21 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if(IsMergeableConstList(elements, &first, &last))
+	{
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/postmaster.c b/src/backend/postmaster/postmaster.c
index 9cb624eab81..3e5c43ede81 100644
--- a/src/backend/postmaster/postmaster.c
+++ b/src/backend/postmaster/postmaster.c
@@ -528,6 +528,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 #ifdef WIN32
@@ -6075,6 +6076,7 @@ save_backend_variables(BackendParameters *param, Port *port,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -6306,6 +6308,7 @@ restore_backend_variables(BackendParameters *param, Port *port)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d08d55c3fe4..97a8251bb2d 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -629,7 +629,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 60d72a876b4..0b50e20fa69 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1304,7 +1304,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 7649e095aa5..c64a007ad3f 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 22655aa23132a0645fdcdce4b233a1fff0c0cf8f
-- 
2.41.0


--pjkjqtbeiiimipyr
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v16-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v18 1/4] Prevent jumbling of every element in ArrayExpr
@ 2024-01-22 20:11 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-01-22 20:11 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  62 ++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  57 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 100 ++++++++++-
 src/backend/postmaster/postmaster.c           |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 12 files changed, 458 insertions(+), 25 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 414a30856e4..03a62d685f3 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -19,7 +19,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal entry_timestamp cleanup oldextversions
+	user_activity wal entry_timestamp cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..1e58283afe8
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                                              |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 9bfc9657e1a..6bd62f92b9a 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -52,6 +52,7 @@ tests += {
       'entry_timestamp',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 8c6a3a2d087..09912f61b7d 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -264,6 +264,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -291,7 +294,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -454,8 +458,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2807,6 +2824,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2830,7 +2850,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2845,12 +2864,32 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
@@ -3014,3 +3053,12 @@ comp_location(const void *a, const void *b)
 	else
 		return 0;
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..71985bb1cd9
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 44dd4db7ce7..2b4c142f647 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -603,11 +603,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>pg_stat_statements.query_id_const_merge</varname> is enabled and
+   the only difference between queries is the length of an array with constants
+   they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -932,6 +950,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 2f0a59bc874..8e79bb3001a 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'int' && $f =~ 'location$')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index e489bfceb56..45717553b5b 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,13 +42,18 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /* True when compute_query_id is ON, or AUTO and a module requests them */
 bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleRangeTblEntry(JumbleState *jstate, Node *node);
@@ -148,6 +153,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -186,11 +203,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -206,15 +227,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -227,6 +300,21 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if(IsMergeableConstList(elements, &first, &last))
+	{
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/postmaster.c b/src/backend/postmaster/postmaster.c
index feb471dd1df..367ea016fb3 100644
--- a/src/backend/postmaster/postmaster.c
+++ b/src/backend/postmaster/postmaster.c
@@ -533,6 +533,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 #ifdef WIN32
@@ -6112,6 +6113,7 @@ save_backend_variables(BackendParameters *param, Port *port, BackgroundWorker *w
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -6357,6 +6359,7 @@ restore_backend_variables(BackendParameters *param, Port **port, BackgroundWorke
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index da10b43dac3..450e2144901 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -638,7 +638,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 4a154606d2b..fcbb8550189 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1312,7 +1312,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067f..8daf0725d7f 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 0eb23285a2579591c09a591e5a52829f65665341
-- 
2.41.0


--tp75mykizkxh6a6a
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v18-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v20 1/4] Prevent jumbling of every element in ArrayExpr
@ 2024-04-03 18:02 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-04-03 18:02 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  74 +++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  57 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 105 ++++++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 13 files changed, 478 insertions(+), 25 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 414a30856e4..03a62d685f3 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -19,7 +19,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal entry_timestamp cleanup oldextversions
+	user_activity wal entry_timestamp cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..1e58283afe8
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                                              |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 9bfc9657e1a..6bd62f92b9a 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -52,6 +52,7 @@ tests += {
       'entry_timestamp',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 67cec865ba1..0e8d42e2054 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -265,6 +265,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -292,7 +295,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -455,8 +459,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2808,6 +2825,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2831,7 +2852,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2846,13 +2866,44 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
 
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
@@ -3010,3 +3061,12 @@ comp_location(const void *a, const void *b)
 
 	return pg_cmp_s32(l, r);
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..71985bb1cd9
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 9b0aff73b1e..cbe1f3e1715 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -603,11 +603,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>pg_stat_statements.query_id_const_merge</varname> is enabled and
+   the only difference between queries is the length of an array with constants
+   they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -938,6 +956,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 81df3bdf95f..d2a276c303a 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index be823a7f8fa..9e17767100d 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +56,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleRangeTblEntry(JumbleState *jstate, Node *node);
@@ -154,6 +159,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -192,11 +209,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -212,15 +233,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -233,6 +306,26 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 */
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index 4e9dde1517b..8bd73929183 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -122,6 +122,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 #ifdef WIN32
@@ -742,6 +743,7 @@ save_backend_variables(BackendParameters *param, ClientSocket *client_sock,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1000,6 +1002,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index 2166ea4a87a..74a3c406dc2 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -651,7 +651,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 855009fd6e2..5c117609394 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 247cecb4b45..6b15c51a6d8 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1347,7 +1347,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067f..8daf0725d7f 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 5bcbe9813bf91bcf14ef3a580162f1600dd3d1d4
-- 
2.41.0


--eqaczcvvorx3zguj
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v20-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v19 1/4] Prevent jumbling of every element in ArrayExpr
@ 2024-04-03 18:02 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-04-03 18:02 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier
Tested-by: Chengxi Sun
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  62 ++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  57 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 100 ++++++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 12 files changed, 458 insertions(+), 25 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 414a30856e4..03a62d685f3 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -19,7 +19,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
-	user_activity wal entry_timestamp cleanup oldextversions
+	user_activity wal entry_timestamp cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..1e58283afe8
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                                              |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 9bfc9657e1a..6bd62f92b9a 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -52,6 +52,7 @@ tests += {
       'entry_timestamp',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 67cec865ba1..d7841b51cc9 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -265,6 +265,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -292,7 +295,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -455,8 +459,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2808,6 +2825,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		skip = false; 	/* Signals that certain constants are
+								   merged together and have to be skipped */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2831,7 +2851,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2846,12 +2865,32 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			if (skip)
+				skip = false;
+		}
+		/* The firsts merged constant */
+		else if (!skip)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Skip the following until a non merged constant appear */
+			skip = true;
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+		/* Otherwise the constant is merged away */
 
 		quer_loc = off + tok_len;
 		last_off = off;
@@ -3010,3 +3049,12 @@ comp_location(const void *a, const void *b)
 
 	return pg_cmp_s32(l, r);
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..71985bb1cd9
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 44dd4db7ce7..2b4c142f647 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -603,11 +603,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>pg_stat_statements.query_id_const_merge</varname> is enabled and
+   the only difference between queries is the length of an array with constants
+   they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -932,6 +950,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index d4244facbb3..021073151b2 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index be823a7f8fa..e9473def361 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +56,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleRangeTblEntry(JumbleState *jstate, Node *node);
@@ -154,6 +159,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -192,11 +209,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -212,15 +233,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NULL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -233,6 +306,21 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if(IsMergeableConstList(elements, &first, &last))
+	{
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index cb0c3e2f8ab..5bb2f00c6ef 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -122,6 +122,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 #ifdef WIN32
@@ -742,6 +743,7 @@ save_backend_variables(BackendParameters *param, ClientSocket *client_sock,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1000,6 +1002,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index baecde28410..cdb5bea780d 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -651,7 +651,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index aa727e722cc..cf4f900d4ed 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1333,7 +1333,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067f..8daf0725d7f 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: c9920a9068eac2e6c8fb34988d18c0b42b9bf811
-- 
2.41.0


--yzrwxjftwx5vp4wd
Content-Type: text/x-diff; charset=us-ascii
Content-Disposition: attachment;
	filename="v19-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v21 1/4] Prevent jumbling of every element in ArrayExpr
@ 2024-08-12 18:40 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-08-12 18:40 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  74 +++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  57 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 105 ++++++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 13 files changed, 478 insertions(+), 25 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index c19ccad77e..79fcb02af9 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges cleanup \
-	oldextversions
+	oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..1e58283afe
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                                              |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 5cf926d1f8..379600e093 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -53,6 +53,7 @@ tests += {
       'privileges',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index d4197ae0f7..d267a72e0a 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -265,6 +265,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -292,7 +295,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -455,8 +459,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2808,6 +2825,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2831,7 +2852,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2846,13 +2866,44 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
 
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
@@ -3010,3 +3061,12 @@ comp_location(const void *a, const void *b)
 
 	return pg_cmp_s32(l, r);
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..71985bb1cd
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 9b0aff73b1..cbe1f3e171 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -603,11 +603,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>pg_stat_statements.query_id_const_merge</varname> is enabled and
+   the only difference between queries is the length of an array with constants
+   they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -938,6 +956,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 81df3bdf95..d2a276c303 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index 129fb44709..722b064873 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +56,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 
@@ -153,6 +158,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -191,11 +208,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -211,15 +232,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -232,6 +305,26 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 */
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index e9fc982787..da3ceceddb 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -122,6 +122,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 #ifdef WIN32
@@ -730,6 +731,7 @@ save_backend_variables(BackendParameters *param, ClientSocket *client_sock,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -989,6 +991,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index 9ec9f97e92..bddf2e1e2e 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -651,7 +651,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 0d71d821f7..60461b1fae 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index ea47652adb..20e92e1a71 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1377,7 +1377,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067..8daf0725d7 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 284c030a10b838bb016e8c2de56ae9b845a6b30e
-- 
2.45.1


--7t7bac4aexischdh
Content-Type: text/plain; charset=us-ascii
Content-Disposition: attachment;
	filename="v21-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v28] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_squash_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih, Julien Rouhaud
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 465 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  62 ++-
 contrib/pg_stat_statements/sql/merging.sql    | 180 +++++++
 doc/src/sgml/config.sgml                      |  28 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |  21 +-
 src/backend/nodes/queryjumblefuncs.c          | 169 ++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   8 +-
 15 files changed, 959 insertions(+), 25 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587bc..eef8d69cc45 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 00000000000..ecf0a66a6b6
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,465 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) |     1
+ SELECT * FROM test_merge WHERE id IN ($1)            |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)                   |     4
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                               query                                | calls 
+--------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) AND data = $2 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                 |     1
+(2 rows)
+
+-- Multiple merged intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)+|     3
+     AND data IN ($2 /*, ... */)                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN ($1 /*, ... */) |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                              | calls 
+----------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t             |     1
+(2 rows)
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                             | calls 
+---------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t            |     1
+(2 rows)
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN                                   +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE id IN                            +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN                        +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_cast WHERE data IN       +|     1
+         ($1 /*, ... */::int4::casttesttype)        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN      +|     1
+         (($1 /*, ... */)::jsonb)                   | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */::oid) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[$1 /*, ... */]                        |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_squash_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c58..8a96aff625b 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index b245d04097d..bebf0e8f1d2 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -296,7 +296,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2823,6 +2822,13 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											 * belong to a merged constants
+											 * interval. */
+	int			skipped_constants = 0;	/* To adjust positions of visible
+										 * constants in the presense of a
+										 * merged constanst interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2861,13 +2867,57 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
 
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id -
+								  skipped_constants);
+
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d /*, ... */",
+								  i + 1 + jstate->highest_extern_param_id -
+								  skipped_constants);
+
+			skipped_constants++;
+		}
+		else
+		{
+			/*
+			 * If it's a merged constant during a merged_interval, it has to
+			 * close it.
+			 */
+			merged_interval = false;
+		}
+
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 00000000000..282466f9b9a
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,180 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Multiple merged intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_squash_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index e55700f35b8..710c52ba0d8 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8527,6 +8527,34 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-squash-values" xreflabel="query_id_squash_values">
+      <term><varname>query_id_squash_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_squash_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an <literal>IN</literal>
+        clause) contributes to the query identifier computation. Normally every
+        element of an array contributes to the query identifier, which means the
+        same query will get multiple different identifiers, one for each
+        occurrence with an array of different length.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+        Such queries are represented in form <literal>'($1 /*, ... */)'</literal>.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/>. Only constants are affected,
+        bind parameters cannot benefit from this functionality. The default
+        value is <literal>off</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index e2ac1c2d501..f6ddafbd85c 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -630,11 +630,28 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>query_id_squash_values</varname> is enabled and the only difference
+   between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_squash_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN ($1 /*, ... */)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -965,6 +982,7 @@
      </para>
     </listitem>
    </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0ae..c4216648794 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,21 +1297,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a281936..f8dd2cfd327 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_squash_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,127 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify few simple cases where we can deduce that the expression is a
+ * constant:
+ *
+ * - Simplify the expression, if it's wrapped into RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check if the function is an immutable builtin
+ *   function doing implicit cast with constant arguments.
+ * - Otherwise test if the expression is a simple Const.
+ *
+ * We could also handle some simple OpExpr here as well, but since such queries
+ * will also have opno jumbled, this might lead to a confusing situation where
+ * two different queries end up with the same normalized query but different
+ * query_id.
+ *
+ * The argument known_immutable_funcs contains known function OIDs that were
+ * already proven to be immutable. If the expression to verify is a FuncExpr,
+ * we first check this list, and only if not found, test the function
+ * volatility and store the result back. Since most of the time constants
+ * merging will be dealing with same type of expressions, this avoids
+ * performing func_volatile over and over for the same functions.
+ *
+ * Note that we intentionally do not recurse on the function arguments and only
+ * test them for being Const expression for simplicity.
+ */
+static bool
+IsMergeableConst(Node *element, List **known_immutable_funcs)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if (IsA(element, FuncExpr))
+	{
+		FuncExpr   *func = (FuncExpr *) element;
+		ListCell   *temp;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		if (!list_member_oid(*known_immutable_funcs, func->funcid))
+		{
+			/* Not found in the cache, verify and add if needed */
+			if (func_volatile(func->funcid) != PROVOLATILE_IMMUTABLE)
+				return false;
+
+			*known_immutable_funcs = lappend_oid(*known_immutable_funcs,
+												 func->funcid);
+		}
+
+		foreach(temp, func->args)
+		{
+			Node	   *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Verify if the provided list could be merged down, which means it contains
+ * only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+
+	/* To keep track of immutable functions in elements */
+	List	   *immutable_funcs = NIL;
+
+	/* A mergeable list needs to contain at least two elements */
+	if (elements == NIL || list_length(elements) < 2)
+		return false;
+
+	if (!query_id_squash_values)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	foreach(temp, elements)
+	{
+		if (!IsMergeableConst(lfirst(temp), &immutable_funcs))
+			return false;
+	}
+	*firstExpr = linitial(elements);
+	*lastExpr = llast(elements);
+
+	return true;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +364,36 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node	   *first,
+			   *last;
+
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 *
+		 * Note that for the last exression we actually need not the
+		 * expression location (which is the leftmost expression), but where
+		 * it ends. For the limited set of supported cases now (implicit
+		 * coerce via FuncExpr, Const) it's fine to use exprLocation, but if
+		 * more complex composite expressions will be supported, e.g. OpExpr
+		 * or FuncExpr as an explicit call, the rightmost expression will be
+		 * needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +530,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index 47375e5bfaa..575d592c09f 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_squash_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_squash_values = query_id_squash_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_squash_values = param->query_id_squash_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index ad25cbb39c5..69f0308d67a 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2118,6 +2118,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_squash_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_squash_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index 5362ff80519..f2058f31ca9 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -649,12 +649,12 @@
 # - Monitoring -
 
 #compute_query_id = auto
+#query_id_squash_values = off
 #log_statement_stats = off
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # VACUUMING
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab1..56563025446 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index d0576da3e25..fea8ef30359 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb9566587..d2f1c1e3105 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,12 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_squash_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either
-- 
2.39.5


--7f2vx76wihxaohnn--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v27] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_squash_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih, Julien Rouhaud
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 465 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  63 ++-
 contrib/pg_stat_statements/sql/merging.sql    | 180 +++++++
 doc/src/sgml/config.sgml                      |  28 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |  21 +-
 src/backend/nodes/queryjumblefuncs.c          | 166 ++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   8 +-
 15 files changed, 956 insertions(+), 26 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587b..eef8d69cc4 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..ecf0a66a6b
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,465 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) |     1
+ SELECT * FROM test_merge WHERE id IN ($1)            |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)                   |     4
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                               query                                | calls 
+--------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) AND data = $2 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                 |     1
+(2 rows)
+
+-- Multiple merged intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)+|     3
+     AND data IN ($2 /*, ... */)                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN ($1 /*, ... */) |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                              | calls 
+----------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t             |     1
+(2 rows)
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                             | calls 
+---------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t            |     1
+(2 rows)
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN                                   +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE id IN                            +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN                        +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_cast WHERE data IN       +|     1
+         ($1 /*, ... */::int4::casttesttype)        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN      +|     1
+         (($1 /*, ... */)::jsonb)                   | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */::oid) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[$1 /*, ... */]                        |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_squash_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c5..8a96aff625 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index bebf8134eb..dcc65fc1a6 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -295,7 +295,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2809,6 +2808,13 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+	int 		skipped_constants = 0; /* To adjust positions of visible
+										  constants in the presense of a merged
+										  constanst interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2832,7 +2838,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2847,13 +2852,57 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id -
+								  skipped_constants);
+
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d /*, ... */",
+								  i + 1 + jstate->highest_extern_param_id -
+								  skipped_constants);
+
+			skipped_constants++;
+		}
+		else
+		{
+			/*
+			 * If it's a merged constant during a merged_interval, it has to
+			 * close it.
+			 */
+			merged_interval = false;
+		}
 
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..282466f9b9
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,180 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Multiple merged intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_squash_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 5e4f201e09..4ef10e9cbd 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8436,6 +8436,34 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-squash-values" xreflabel="query_id_squash_values">
+      <term><varname>query_id_squash_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_squash_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an <literal>IN</literal>
+        clause) contributes to the query identifier computation. Normally every
+        element of an array contributes to the query identifier, which means the
+        same query will get multiple different identifiers, one for each
+        occurrence with an array of different length.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+        Such queries are represented in form <literal>'($1 /*, ... */)'</literal>.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/>. Only constants are affected,
+        bind parameters cannot benefit from this functionality. The default
+        value is <literal>off</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 501b468e9a..0ef9785854 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -621,11 +621,28 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>query_id_squash_values</varname> is enabled and the only difference
+   between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_squash_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN ($1 /*, ... */)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -956,6 +973,7 @@
      </para>
     </listitem>
    </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0a..c421664879 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,21 +1297,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a28193..c3c5edff32 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_squash_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,127 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify few simple cases where we can deduce that the expression is a
+ * constant:
+ *
+ * - Simplify the expression, if it's wrapped into RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check if the function is an immutable builtin
+ *   function doing implicit cast with constant arguments.
+ * - Otherwise test if the expression is a simple Const.
+ *
+ * We could also handle some simple OpExpr here as well, but since such queries
+ * will also have opno jumbled, this might lead to a confusing situation where
+ * two different queries end up with the same normalized query but different
+ * query_id.
+ *
+ * The argument known_immutable_funcs contains known function OIDs that were
+ * already proven to be immutable. If the expression to verify is a FuncExpr,
+ * we first check this list, and only if not found, test the function
+ * volatility and store the result back. Since most of the time constants
+ * merging will be dealing with same type of expressions, this avoids
+ * performing func_volatile over and over for the same functions.
+ *
+ * Note that we intentionally do not recurse on the function arguments and only
+ * test them for being Const expression for simplicity.
+ */
+static bool
+IsMergeableConst(Node *element, List **known_immutable_funcs)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if(IsA(element, FuncExpr))
+	{
+		FuncExpr *func = (FuncExpr *) element;
+		ListCell   *temp;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		if (!list_member_oid(*known_immutable_funcs, func->funcid))
+		{
+			/* Not found in the cache, verify and add if needed */
+			if(func_volatile(func->funcid) != PROVOLATILE_IMMUTABLE)
+				return false;
+
+			*known_immutable_funcs = lappend_oid(*known_immutable_funcs,
+												 func->funcid);
+		}
+
+		foreach(temp, func->args)
+		{
+			Node *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Verify if the provided list could be merged down, which means it contains
+ * only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+
+	/* To keep track of immutable functions in elements */
+	List	   *immutable_funcs = NIL;
+
+	/* A mergeable list needs to contain at least two elements */
+	if (elements == NIL || list_length(elements) < 2)
+		return false;
+
+	if (!query_id_squash_values)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	foreach(temp, elements)
+	{
+		if (!IsMergeableConst(lfirst(temp), &immutable_funcs))
+			return false;
+	}
+	*firstExpr = linitial(elements);
+	*lastExpr = llast(elements);
+
+	return true;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +364,33 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 *
+		 * Note that for the last exression we actually need not the expression
+		 * location (which is the leftmost expression), but where it ends. For
+		 * the limited set of supported cases now (implicit coerce via
+		 * FuncExpr, Const) it's fine to use exprLocation, but if more complex
+		 * composite expressions will be supported, e.g. OpExpr or FuncExpr as
+		 * an explicit call, the rightmost expression will be needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +527,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index a97a1eda6d..052b700390 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_squash_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_squash_values = query_id_squash_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_squash_values = param->query_id_squash_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 226af43fe2..eca30ba1a8 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2106,6 +2106,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_squash_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_squash_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d472987ed4..15939394bc 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -645,12 +645,12 @@
 # - Monitoring -
 
 #compute_query_id = auto
+#query_id_squash_values = off
 #log_statement_stats = off
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # VACUUMING
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab..5656302544 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 839e71d52f..89587d4c10 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb956658..d2f1c1e310 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,12 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_squash_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 773c51dd39ada5f107a3656377a9611ff89132f1
-- 
2.45.1


--zz4azaq6mjafiwb4--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v26] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_squash_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih, Julien Rouhaud
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 465 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  56 ++-
 contrib/pg_stat_statements/sql/merging.sql    | 180 +++++++
 doc/src/sgml/config.sgml                      |  28 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |  21 +-
 src/backend/nodes/queryjumblefuncs.c          | 165 ++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   8 +-
 15 files changed, 948 insertions(+), 26 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587b..eef8d69cc4 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..144861f243
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,465 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) |     1
+ SELECT * FROM test_merge WHERE id IN ($1)            |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)                   |     4
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                               query                                | calls 
+--------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) AND data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                 |     1
+(2 rows)
+
+-- Multiple merged intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)+|     3
+     AND data IN ($3 /*, ... */)                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN ($1 /*, ... */) |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                              | calls 
+----------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t             |     1
+(2 rows)
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                             | calls 
+---------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t            |     1
+(2 rows)
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN                                   +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE id IN                            +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN                        +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_cast WHERE data IN       +|     1
+         ($1 /*, ... */::int4::casttesttype)        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN      +|     1
+         (($1 /*, ... */)::jsonb)                   | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */::oid) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[$1 /*, ... */]                        |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_squash_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c5..8a96aff625 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index bebf8134eb..20f5612688 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -295,7 +295,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2809,6 +2808,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2832,7 +2835,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2847,13 +2849,53 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d /*, ... */",
+								  i + 1 + jstate->highest_extern_param_id);
+		}
+		else
+		{
+			/*
+			 * If it's a merged constant during a merged_interval, it has to
+			 * close it.
+			 */
+			merged_interval = false;
+		}
 
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..282466f9b9
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,180 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Multiple merged intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_squash_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 5e4f201e09..4ef10e9cbd 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8436,6 +8436,34 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-squash-values" xreflabel="query_id_squash_values">
+      <term><varname>query_id_squash_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_squash_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an <literal>IN</literal>
+        clause) contributes to the query identifier computation. Normally every
+        element of an array contributes to the query identifier, which means the
+        same query will get multiple different identifiers, one for each
+        occurrence with an array of different length.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+        Such queries are represented in form <literal>'($1 /*, ... */)'</literal>.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/>. Only constants are affected,
+        bind parameters cannot benefit from this functionality. The default
+        value is <literal>off</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 501b468e9a..0ef9785854 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -621,11 +621,28 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>query_id_squash_values</varname> is enabled and the only difference
+   between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_squash_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN ($1 /*, ... */)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -956,6 +973,7 @@
      </para>
     </listitem>
    </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0a..c421664879 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,21 +1297,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a28193..b7f13dc658 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_squash_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,126 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify few simple cases where we can deduce that the expression is a
+ * constant:
+ *
+ * - Simplify the expression, if it's wrapped into RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check if the function is an immutable builtin
+ *   function doing implicit cast with constant arguments.
+ * - Otherwise test if the expression is a simple Const.
+ *
+ * We could also handle some simple OpExpr here as well, but since such queries
+ * will also have opno jumbled, this might lead to a confusing situation where
+ * two different queries end up with the same normalized query but different
+ * query_id.
+ *
+ * The argument known_immutable_funcs contains known function OIDs that were
+ * already proven to be immutable. If the expression to verify is a FuncExpr,
+ * we first check this list, and only if not found, test the function
+ * volatility and store the result back. Since most of the time constants
+ * merging will be dealing with same type of expressions, this avoids
+ * performing func_volatile over and over for the same functions.
+ *
+ * Note that we intentionally do not recurse on the function arguments and only
+ * test them for being Const expression for simplicity.
+ */
+static bool
+IsMergeableConst(Node *element, List **known_immutable_funcs)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if(IsA(element, FuncExpr))
+	{
+		FuncExpr *func = (FuncExpr *) element;
+		ListCell   *temp;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		if (!list_member_oid(*known_immutable_funcs, func->funcid))
+		{
+			/* Not found in the cache, verify and add if needed */
+			if(func_volatile(func->funcid) != PROVOLATILE_IMMUTABLE)
+				return false;
+
+			*known_immutable_funcs = lappend_oid(*known_immutable_funcs,
+												 func->funcid);
+		}
+
+		foreach(temp, func->args)
+		{
+			Node *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Verify if the provided list could be merged down, which means it contains
+ * only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+
+	/* To keep track of immutable functions in elements */
+	List	   *immutable_funcs = NIL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_squash_values)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	foreach(temp, elements)
+	{
+		if (!IsMergeableConst(lfirst(temp), &immutable_funcs))
+			return false;
+	}
+	*firstExpr = linitial(elements);
+	*lastExpr = llast(elements);
+
+	return true;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +363,33 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 *
+		 * Note that for the last exression we actually need not the expression
+		 * location (which is the leftmost expression), but where it ends. For
+		 * the limited set of supported cases now (implicit coerce via
+		 * FuncExpr, Const) it's fine to use exprLocation, but if more complex
+		 * composite expressions will be supported, e.g. OpExpr or FuncExpr as
+		 * an explicit call, the rightmost expression will be needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +526,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index a97a1eda6d..052b700390 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_squash_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_squash_values = query_id_squash_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_squash_values = param->query_id_squash_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 226af43fe2..eca30ba1a8 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2106,6 +2106,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_squash_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_squash_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d472987ed4..15939394bc 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -645,12 +645,12 @@
 # - Monitoring -
 
 #compute_query_id = auto
+#query_id_squash_values = off
 #log_statement_stats = off
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # VACUUMING
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab..5656302544 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 839e71d52f..89587d4c10 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb956658..d2f1c1e310 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,12 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_squash_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 773c51dd39ada5f107a3656377a9611ff89132f1
-- 
2.45.1


--phewbom5enmuohi3--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v22 1/4] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_const_merge with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 167 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  74 +++++++-
 contrib/pg_stat_statements/sql/merging.sql    |  58 ++++++
 doc/src/sgml/pgstatstatements.sgml            |  57 +++++-
 src/backend/nodes/gen_node_support.pl         |  21 ++-
 src/backend/nodes/queryjumblefuncs.c          | 107 ++++++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   9 +-
 13 files changed, 479 insertions(+), 26 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587b..eef8d69cc4 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..1e58283afe
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,167 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                                              query                                                              | calls 
+---------------------------------------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                                              |     1
+(2 rows)
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE id IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index e659b5e2b7..12a0e757be 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index 49c657b3e0..bcbf1164c1 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -267,6 +267,9 @@ static ExecutorFinish_hook_type prev_ExecutorFinish = NULL;
 static ExecutorEnd_hook_type prev_ExecutorEnd = NULL;
 static ProcessUtility_hook_type prev_ProcessUtility = NULL;
 
+/* An assign hook to keep query_id_const_merge in sync */
+static void pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra);
+
 /* Links to shared memory state */
 static pgssSharedState *pgss = NULL;
 static HTAB *pgss_hash = NULL;
@@ -294,7 +297,8 @@ static bool pgss_track_utility = true;	/* whether to track utility commands */
 static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
-
+static bool pgss_query_id_const_merge = false;	/* request constants merging
+												 * when computing query_id */
 
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
@@ -459,8 +463,21 @@ _PG_init(void)
 							 NULL,
 							 NULL);
 
+	DefineCustomBoolVariable("pg_stat_statements.query_id_const_merge",
+							 "Whether to merge constants in a list when computing query_id.",
+							 NULL,
+							 &pgss_query_id_const_merge,
+							 false,
+							 PGC_SUSET,
+							 0,
+							 NULL,
+							 pgss_query_id_const_merge_assign_hook,
+							 NULL);
+
 	MarkGUCPrefixReserved("pg_stat_statements");
 
+	SetQueryIdConstMerge(pgss_query_id_const_merge);
+
 	/*
 	 * Install hooks.
 	 */
@@ -2810,6 +2827,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2833,7 +2854,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2848,13 +2868,44 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
 
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
+
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
@@ -3012,3 +3063,12 @@ comp_location(const void *a, const void *b)
 
 	return pg_cmp_s32(l, r);
 }
+
+/*
+ * Notify query jumbling about query_id_const_merge status
+ */
+static void
+pgss_query_id_const_merge_assign_hook(bool newvalue, void *extra)
+{
+	SetQueryIdConstMerge(newvalue);
+}
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..71985bb1cd
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,58 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET pg_stat_statements.query_id_const_merge = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation, verifies a tricky part to make sure there are no
+-- issues in the merging implementation
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+RESET pg_stat_statements.query_id_const_merge;
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 501b468e9a..2276783786 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -621,11 +621,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>pg_stat_statements.query_id_const_merge</varname> is enabled and
+   the only difference between queries is the length of an array with constants
+   they contain:
+
+<screen>
+=# SET query_id_const_merge = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -956,6 +974,35 @@
      </para>
     </listitem>
    </varlistentry>
+
+   <varlistentry>
+    <term>
+    <varname>pg_stat_statements.query_id_const_merge</varname> (<type>bool</type>)
+    <indexterm>
+     <primary><varname>pg_stat_statements.query_id_const_merge</varname> configuration parameter</primary>
+    </indexterm>
+    </term>
+
+    <listitem>
+     <para>
+      Specifies how an array of constants (e.g. for an "IN" clause)
+      contributes to the query identifier computation. Normally every element
+      of an array contributes to the query identifier, which means the same
+      query will get multiple different identifiers, one for each occurrence
+      with an array of different lenght.
+
+      If this parameter is on, an array of constants will contribute only the
+      first and the last elements to the query identifier. It means two
+      occurences of the same query, where the only difference is number of
+      constants in the array, are going to get the same query identifier.
+      Such queries are represented in form <literal>'(...)'</literal>.
+
+      The parameter could be used to reduce amount of repeating data stored
+      via <structname>pg_stat_statements</structname>.  The default value is off.
+     </para>
+    </listitem>
+   </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 81df3bdf95..d2a276c303 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -475,6 +475,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1282,6 +1283,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1294,21 +1296,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index e8bf95690b..2953073872 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -42,6 +42,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_const_merge = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +56,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -160,6 +165,18 @@ EnableQueryId(void)
 		query_id_enabled = true;
 }
 
+/*
+ * Controls constants merging for query identifier computation.
+ *
+ * Third-party plugins can use this function to enable/disable merging
+ * of constants in a list when query identifier is computed.
+ */
+void
+SetQueryIdConstMerge(bool value)
+{
+	query_id_const_merge = value;
+}
+
 /*
  * AppendJumble: Append a value that is substantive in a given query to
  * the current jumble.
@@ -198,11 +215,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +239,67 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify if the provided list contains could be merged down, which means it
+ * contains only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Const **firstConst, Const **lastConst)
+{
+	ListCell   *temp;
+	Node	   *firstExpr = NULL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_const_merge)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstExpr = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging, and the
+	 * order of magnitude need to be calculated.
+	 */
+	if (IsA(firstExpr, Const))
+	{
+		foreach(temp, elements)
+			if (!IsA(lfirst(temp), Const))
+				return false;
+
+		*firstConst = (Const *) firstExpr;
+		*lastConst = llast_node(Const, elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +312,26 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Const *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 */
+		RecordConstLocation(jstate, first->location, true);
+		RecordConstLocation(jstate, last->location, true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +468,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index 1f2d829ec5..0e2761edd5 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_const_merge;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_const_merge = query_id_const_merge;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_const_merge = param->query_id_const_merge;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index a2ac7575ca..d46fc74daf 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -654,7 +654,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # AUTOVACUUM
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index c1ab3d1358..4df2226cc0 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index b0ef1952e8..4c9a0d1e88 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1377,7 +1377,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index f1c55c8067..8daf0725d7 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,13 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
+extern void SetQueryIdConstMerge(bool value);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_const_merge;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 1acf10549e64c6a52ced570d712fcba1a2f5d1ec
-- 
2.45.1


--nse6ci3hmyxhp7l3
Content-Type: text/plain; charset=us-ascii
Content-Disposition: attachment;
	filename="v22-0002-Reusable-decimalLength-functions.patch"



^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v23] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_merge_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 432 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  47 +-
 contrib/pg_stat_statements/sql/merging.sql    | 169 +++++++
 doc/src/sgml/config.sgml                      |  27 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |  21 +-
 src/backend/nodes/queryjumblefuncs.c          | 167 ++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   1 -
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   8 +-
 15 files changed, 895 insertions(+), 26 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587b..eef8d69cc4 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..e7815a200c
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,432 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_merge_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN (...)    |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE data IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(2 rows)
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                        | calls 
+-----------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t  |     1
+(2 rows)
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN                                   +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE id IN                            +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN                        +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_cast WHERE data IN       +|     1
+         (...::int4::casttesttype)                  | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN      +|     1
+         ((...)::jsonb)                             | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...::oid)    |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[...]                                  |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_merge_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c5..8a96aff625 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index bebf8134eb..1aa5021367 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -295,7 +295,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2809,6 +2808,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2832,7 +2835,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2847,13 +2849,44 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..080601b149
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,169 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_merge_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_merge_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 5e4f201e09..b6090a43d5 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8436,6 +8436,33 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-merge-values" xreflabel="query_id_merge_values">
+      <term><varname>query_id_merge_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_merge_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an <literal>IN</literal>
+        clause) contributes to the query identifier computation. Normally every
+        element of an array contributes to the query identifier, which means the
+        same query will get multiple different identifiers, one for each
+        occurrence with an array of different lenght.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+        Such queries are represented in form <literal>'(...)'</literal>.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/>.  The default value is
+        <literal>off</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 501b468e9a..a776ba3019 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -621,11 +621,28 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>query_id_merge_values</varname> is enabled and the only difference
+   between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_merge_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -956,6 +973,7 @@
      </para>
     </listitem>
    </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0a..c421664879 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,21 +1297,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a28193..216c6cff95 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_merge_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,128 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify few simple cases where we can deduce that the expression is a
+ * constant:
+ *
+ * - Simplify the expression, if it's wrapped into RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check if the function is an immutable builtin
+ *   function doing implicit cast with constant arguments.
+ * - Otherwise test if the expression is a simple Const.
+ *
+ * We could also handle some simple OpExpr here as well, but since such queries
+ * will also have opno jumbled, this might lead to a confusing situation where
+ * two different queries end up with the same normalized query but different
+ * query_id.
+ *
+ * Note that we intentionally do not recurse on the function arguments and only
+ * test them for being Const expression for simplicity.
+ */
+static bool
+IsMergeableConst(Node *element)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if(IsA(element, FuncExpr))
+	{
+		FuncExpr *func = (FuncExpr *) element;
+		char provolatile = func_volatile(func->funcid);
+		ListCell   *temp;
+
+		if (provolatile != PROVOLATILE_IMMUTABLE)
+			return false;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		foreach(temp, func->args)
+		{
+			Node *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Verify if the provided list could be merged down, which means it contains
+ * only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+	Node	   *firstElem = NULL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_merge_values)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	firstElem = linitial(elements);
+
+	/*
+	 * If the first expression is a constant, verify if the following elements
+	 * are constants as well. If yes, the list is eligible for merging.
+	 */
+	if (IsMergeableConst(firstElem))
+	{
+		foreach(temp, elements)
+		{
+			Node *element = lfirst(temp);
+
+			if (!IsMergeableConst(element))
+				return false;
+		}
+
+		*firstExpr = firstElem;
+		*lastExpr = llast(elements);
+		return true;
+	}
+
+	/*
+	 * If we end up here, it means no constants merging is possible, process
+	 * the list as usual.
+	 */
+	return false;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +365,33 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 *
+		 * Note that for the last exression we actually need not the expression
+		 * location (which is the leftmost expression), but where it ends. For
+		 * the limited set of supported cases now (implicit coerce via
+		 * FuncExpr, Const) it's fine to use exprLocation, but if more complex
+		 * composite expressions will be supported, e.g. OpExpr or FuncExpr as
+		 * an explicit call, the rightmost expression will be needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +528,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index a97a1eda6d..3230c866d4 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_merge_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_merge_values = query_id_merge_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_merge_values = param->query_id_merge_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 226af43fe2..d9a0c6a8d4 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2106,6 +2106,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_merge_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_merge_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d472987ed4..6138388b77 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -650,7 +650,6 @@
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # VACUUMING
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab..5656302544 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 839e71d52f..89587d4c10 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb956658..8d1922c0ff 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,12 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_merge_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 773c51dd39ada5f107a3656377a9611ff89132f1
-- 
2.45.1


--xuarfwf2m57g553q--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v24] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_squash_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 432 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  47 +-
 contrib/pg_stat_statements/sql/merging.sql    | 169 +++++++
 doc/src/sgml/config.sgml                      |  27 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |  21 +-
 src/backend/nodes/queryjumblefuncs.c          | 165 ++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   8 +-
 15 files changed, 894 insertions(+), 26 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587b..eef8d69cc4 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..881174d0ca
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,432 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)          |     1
+ SELECT * FROM test_merge WHERE id IN (...)         |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT * FROM test_merge WHERE id IN (...)                             |     4
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                          query                           | calls 
+----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t       |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN (...)    |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE data IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(2 rows)
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                        | calls 
+-----------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN (...) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t  |     1
+(2 rows)
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN                                   +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE id IN                            +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN                        +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_cast WHERE data IN       +|     1
+         (...::int4::casttesttype)                  | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN      +|     1
+         ((...)::jsonb)                             | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN (...::oid)    |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[...]                                  |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_squash_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c5..8a96aff625 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index bebf8134eb..1aa5021367 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -295,7 +295,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2809,6 +2808,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2832,7 +2835,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2847,13 +2849,44 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "...");
+		}
 
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..a302d3d91f
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,169 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_squash_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 5e4f201e09..ddc8c853a2 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8436,6 +8436,33 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-squash-values" xreflabel="query_id_squash_values">
+      <term><varname>query_id_squash_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_squash_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an <literal>IN</literal>
+        clause) contributes to the query identifier computation. Normally every
+        element of an array contributes to the query identifier, which means the
+        same query will get multiple different identifiers, one for each
+        occurrence with an array of different lenght.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+        Such queries are represented in form <literal>'(...)'</literal>.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/>.  The default value is
+        <literal>off</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 501b468e9a..9ce4988008 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -621,11 +621,28 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>query_id_squash_values</varname> is enabled and the only difference
+   between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_squash_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -956,6 +973,7 @@
      </para>
     </listitem>
    </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0a..c421664879 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,21 +1297,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a28193..b7f13dc658 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_squash_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,126 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify few simple cases where we can deduce that the expression is a
+ * constant:
+ *
+ * - Simplify the expression, if it's wrapped into RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check if the function is an immutable builtin
+ *   function doing implicit cast with constant arguments.
+ * - Otherwise test if the expression is a simple Const.
+ *
+ * We could also handle some simple OpExpr here as well, but since such queries
+ * will also have opno jumbled, this might lead to a confusing situation where
+ * two different queries end up with the same normalized query but different
+ * query_id.
+ *
+ * The argument known_immutable_funcs contains known function OIDs that were
+ * already proven to be immutable. If the expression to verify is a FuncExpr,
+ * we first check this list, and only if not found, test the function
+ * volatility and store the result back. Since most of the time constants
+ * merging will be dealing with same type of expressions, this avoids
+ * performing func_volatile over and over for the same functions.
+ *
+ * Note that we intentionally do not recurse on the function arguments and only
+ * test them for being Const expression for simplicity.
+ */
+static bool
+IsMergeableConst(Node *element, List **known_immutable_funcs)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if(IsA(element, FuncExpr))
+	{
+		FuncExpr *func = (FuncExpr *) element;
+		ListCell   *temp;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		if (!list_member_oid(*known_immutable_funcs, func->funcid))
+		{
+			/* Not found in the cache, verify and add if needed */
+			if(func_volatile(func->funcid) != PROVOLATILE_IMMUTABLE)
+				return false;
+
+			*known_immutable_funcs = lappend_oid(*known_immutable_funcs,
+												 func->funcid);
+		}
+
+		foreach(temp, func->args)
+		{
+			Node *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Verify if the provided list could be merged down, which means it contains
+ * only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+
+	/* To keep track of immutable functions in elements */
+	List	   *immutable_funcs = NIL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_squash_values)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	foreach(temp, elements)
+	{
+		if (!IsMergeableConst(lfirst(temp), &immutable_funcs))
+			return false;
+	}
+	*firstExpr = linitial(elements);
+	*lastExpr = llast(elements);
+
+	return true;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +363,33 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 *
+		 * Note that for the last exression we actually need not the expression
+		 * location (which is the leftmost expression), but where it ends. For
+		 * the limited set of supported cases now (implicit coerce via
+		 * FuncExpr, Const) it's fine to use exprLocation, but if more complex
+		 * composite expressions will be supported, e.g. OpExpr or FuncExpr as
+		 * an explicit call, the rightmost expression will be needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +526,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index a97a1eda6d..052b700390 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_squash_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_squash_values = query_id_squash_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_squash_values = param->query_id_squash_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 226af43fe2..eca30ba1a8 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2106,6 +2106,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_squash_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_squash_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d472987ed4..15939394bc 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -645,12 +645,12 @@
 # - Monitoring -
 
 #compute_query_id = auto
+#query_id_squash_values = off
 #log_statement_stats = off
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # VACUUMING
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab..5656302544 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 839e71d52f..89587d4c10 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb956658..d2f1c1e310 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,12 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_squash_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 773c51dd39ada5f107a3656377a9611ff89132f1
-- 
2.45.1


--djthcsznpccsn6rb--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v25] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_squash_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih, Julien Rouhaud
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/merging.out   | 432 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  47 +-
 contrib/pg_stat_statements/sql/merging.sql    | 169 +++++++
 doc/src/sgml/config.sgml                      |  27 ++
 doc/src/sgml/pgstatstatements.sgml            |  28 +-
 src/backend/nodes/gen_node_support.pl         |  21 +-
 src/backend/nodes/queryjumblefuncs.c          | 165 ++++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   2 +-
 src/include/nodes/nodes.h                     |   3 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   8 +-
 15 files changed, 894 insertions(+), 26 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/merging.out
 create mode 100644 contrib/pg_stat_statements/sql/merging.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587b..eef8d69cc4 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions merging
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/merging.out b/contrib/pg_stat_statements/expected/merging.out
new file mode 100644
index 0000000000..470cdf5a7f
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/merging.out
@@ -0,0 +1,432 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_merge (id int, data int);
+-- IN queries
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                        | calls 
+-------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_merge WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                  |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                        query                         | calls 
+------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) |     1
+ SELECT * FROM test_merge WHERE id IN ($1)            |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t   |     1
+(3 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */)                   |     4
+ SELECT * FROM test_merge WHERE id IN ($1)                              |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                               query                                | calls 
+--------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */) and data = $3 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                 |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_merge WHERE id IN                                                              +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN ($1 /*, ... */) |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                              | calls 
+----------------------------------------------------------------+-------
+ SELECT * FROM test_merge_numeric WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t             |     1
+(2 rows)
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                             | calls 
+---------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t            |     1
+(2 rows)
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE data IN                                   +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_bigint WHERE id IN                            +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN                        +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_cast WHERE data IN       +|     1
+         ($1 /*, ... */::int4::casttesttype)        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_merge_jsonb WHERE data IN      +|     1
+         (($1 /*, ... */)::jsonb)                   | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT * FROM test_merge WHERE id IN ($1 /*, ... */::oid) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[$1 /*, ... */]                        |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_squash_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c5..8a96aff625 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'merging',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index bebf8134eb..1e94f892e2 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -295,7 +295,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2809,6 +2808,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		merged_interval = false;	/* Currently processed constants
+											   belong to a merged constants
+											   interval. */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2832,7 +2835,6 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	{
 		int			off,		/* Offset from start for cur tok */
 					tok_len;	/* Length (in bytes) of that tok */
-
 		off = jstate->clocations[i].location;
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
@@ -2847,13 +2849,44 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		len_to_wrt -= last_tok_len;
 
 		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+		/* Normal path, non merged constant */
+		if (!jstate->clocations[i].merged)
+		{
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* And insert a param symbol in place of the constant token */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id);
+
+			/* In case previous constants were merged away, stop doing that */
+			merged_interval = false;
+		}
+		else if (!merged_interval)
+		{
+			/*
+			 * We are not inside a merged interval yet, which means it is the
+			 * the first merged constant.
+			 *
+			 * A merged constants interval must be represented via two
+			 * constants with the merged flag. Currently we are at the first,
+			 * verify there is another one.
+			 */
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].merged);
+
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* Remember to skip until a non merged constant appears */
+			merged_interval = true;
+
+			/* Mark the interval in the normalized query */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$1 /*, ... */");
+		}
 
+		/* Otherwise the constant is merged away, move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/merging.sql b/contrib/pg_stat_statements/sql/merging.sql
new file mode 100644
index 0000000000..a302d3d91f
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/merging.sql
@@ -0,0 +1,169 @@
+--
+-- Const merging functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_merge (id int, data int);
+
+-- IN queries
+
+-- No merging is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) and data = 2;
+SELECT * FROM test_merge WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) and data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if merged, even though
+-- the normalized query will be the same
+SELECT * FROM test_merge WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_merge WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is merged
+CREATE TABLE test_merge_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is merged
+CREATE TABLE test_merge_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not merged
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_merge_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_merge_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_merge WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_merge
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be merged as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_squash_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 5e4f201e09..ae9597ad33 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8436,6 +8436,33 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-squash-values" xreflabel="query_id_squash_values">
+      <term><varname>query_id_squash_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_squash_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how an array of constants (e.g. for an <literal>IN</literal>
+        clause) contributes to the query identifier computation. Normally every
+        element of an array contributes to the query identifier, which means the
+        same query will get multiple different identifiers, one for each
+        occurrence with an array of different length.
+
+        If this parameter is on, an array of constants will contribute only the
+        first and the last elements to the query identifier. It means two
+        occurences of the same query, where the only difference is number of
+        constants in the array, are going to get the same query identifier.
+        Such queries are represented in form <literal>'(...)'</literal>.
+
+        The parameter could be used to reduce amount of repeating data stored
+        via <xref linkend="pgstatstatements"/>.  The default value is
+        <literal>off</literal>.
+       </para>
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index 501b468e9a..9ce4988008 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -621,11 +621,28 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
-   (This cannot happen for queries belonging to different users or databases,
-   however.)
+   single <structname>pg_stat_statements</structname> entry.  Normally this
+   will happen only for semantically equivalent queries, or if
+   <varname>query_id_squash_values</varname> is enabled and the only difference
+   between queries is the length of an array with constants they contain:
+
+<screen>
+=# SET query_id_squash_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12);
+=# SELECT query, calls FROM pg_stat_statements;
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN (...)
+calls | 2
+-[ RECORD 2 ]------------------------------
+query | SELECT pg_stat_statements_reset()
+calls | 1
+</screen>
+
+   But there is a small chance of hash collisions causing unrelated queries to
+   be merged into one entry. (This cannot happen for queries belonging to
+   different users or databases, however.)
   </para>
 
   <para>
@@ -956,6 +973,7 @@
      </para>
     </listitem>
    </varlistentry>
+
   </variablelist>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0a..c421664879 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_merge
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_merge = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,21 +1297,34 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_merge')
+			{
+				$query_jumble_merge = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Merge constants if requested.
+			if ($query_jumble_merge)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
 			# Track the node's location only if directly requested.
 			if ($query_jumble_location)
 			{
-				print $jff "\tJUMBLE_LOCATION($f);\n"
+				print $jff "\tJUMBLE_LOCATION($f, false);\n"
 				  unless $query_jumble_ignore;
 			}
 		}
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a28193..b7f13dc658 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_squash_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * Merged argument signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool merged)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,126 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].merged = merged;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Verify few simple cases where we can deduce that the expression is a
+ * constant:
+ *
+ * - Simplify the expression, if it's wrapped into RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check if the function is an immutable builtin
+ *   function doing implicit cast with constant arguments.
+ * - Otherwise test if the expression is a simple Const.
+ *
+ * We could also handle some simple OpExpr here as well, but since such queries
+ * will also have opno jumbled, this might lead to a confusing situation where
+ * two different queries end up with the same normalized query but different
+ * query_id.
+ *
+ * The argument known_immutable_funcs contains known function OIDs that were
+ * already proven to be immutable. If the expression to verify is a FuncExpr,
+ * we first check this list, and only if not found, test the function
+ * volatility and store the result back. Since most of the time constants
+ * merging will be dealing with same type of expressions, this avoids
+ * performing func_volatile over and over for the same functions.
+ *
+ * Note that we intentionally do not recurse on the function arguments and only
+ * test them for being Const expression for simplicity.
+ */
+static bool
+IsMergeableConst(Node *element, List **known_immutable_funcs)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if(IsA(element, FuncExpr))
+	{
+		FuncExpr *func = (FuncExpr *) element;
+		ListCell   *temp;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		if (!list_member_oid(*known_immutable_funcs, func->funcid))
+		{
+			/* Not found in the cache, verify and add if needed */
+			if(func_volatile(func->funcid) != PROVOLATILE_IMMUTABLE)
+				return false;
+
+			*known_immutable_funcs = lappend_oid(*known_immutable_funcs,
+												 func->funcid);
+		}
+
+		foreach(temp, func->args)
+		{
+			Node *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Verify if the provided list could be merged down, which means it contains
+ * only constant expressions.
+ *
+ * Return value indicates if merging is possible.
+ *
+ * Note that this function searches only for explicit Const nodes and does not
+ * try to simplify expressions.
+ */
+static bool
+IsMergeableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+
+	/* To keep track of immutable functions in elements */
+	List	   *immutable_funcs = NIL;
+
+	if (elements == NIL)
+		return false;
+
+	if (!query_id_squash_values)
+	{
+		/* Merging is disabled, process everything one by one */
+		return false;
+	}
+
+	foreach(temp, elements)
+	{
+		if (!IsMergeableConst(lfirst(temp), &immutable_funcs))
+			return false;
+	}
+	*firstExpr = linitial(elements);
+	*lastExpr = llast(elements);
+
+	return true;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
-#define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
+#define JUMBLE_LOCATION(location, merged) \
+	RecordConstLocation(jstate, expr->location, merged)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +363,33 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node *first, *last;
+	if (IsMergeableConstList(elements, &first, &last))
+	{
+		/*
+		 * Both first and last constants have to be recorded. The first one
+		 * will indicate the merged interval, the last one will tell us the
+		 * length of the interval within the query text.
+		 *
+		 * Note that for the last exression we actually need not the expression
+		 * location (which is the leftmost expression), but where it ends. For
+		 * the limited set of supported cases now (implicit coerce via
+		 * FuncExpr, Const) it's fine to use exprLocation, but if more complex
+		 * composite expressions will be supported, e.g. OpExpr or FuncExpr as
+		 * an explicit call, the rightmost expression will be needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
@@ -375,5 +526,5 @@ _jumbleVariableSetStmt(JumbleState *jstate, Node *node)
 	if (expr->jumble_args)
 		JUMBLE_NODE(args);
 	JUMBLE_FIELD(is_local);
-	JUMBLE_LOCATION(location);
+	JUMBLE_LOCATION(location, false);
 }
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index a97a1eda6d..052b700390 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_squash_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -744,6 +745,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_squash_values = query_id_squash_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1004,6 +1006,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_squash_values = param->query_id_squash_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 226af43fe2..eca30ba1a8 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2106,6 +2106,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_squash_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_squash_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index d472987ed4..15939394bc 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -645,12 +645,12 @@
 # - Monitoring -
 
 #compute_query_id = auto
+#query_id_squash_values = off
 #log_statement_stats = off
 #log_parser_stats = off
 #log_planner_stats = off
 #log_executor_stats = off
 
-
 #------------------------------------------------------------------------------
 # VACUUMING
 #------------------------------------------------------------------------------
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab..5656302544 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -108,6 +108,9 @@ typedef enum NodeTag
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
+ * - query_jumble_merge: Allow to merge the field values for the query
+ *   jumbling.
+ *
  * - read_as(VALUE): In nodeRead(), replace the field's value with VALUE.
  *
  * - read_write_ignore: Ignore the field for read/write.  This is only allowed
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index 839e71d52f..89587d4c10 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_merge);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb956658..d2f1c1e310 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates the constant represents the beginning or the end of a merged
+	 * constants interval.
+	 */
+	bool		merged;
 } LocationLen;
 
 /*
@@ -62,12 +68,12 @@ enum ComputeQueryIdType
 /* GUC parameters */
 extern PGDLLIMPORT int compute_query_id;
 
-
 extern const char *CleanQuerytext(const char *query, int *location, int *len);
 extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_squash_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either

base-commit: 773c51dd39ada5f107a3656377a9611ff89132f1
-- 
2.45.1


--eqbtkr5hjyca4pfo--





^ permalink  raw  reply  [nested|flat] 31+ messages in thread

* [PATCH v29] Prevent jumbling of every element in ArrayExpr
@ 2024-12-03 13:55 Dmitrii Dolgov <[email protected]>
  0 siblings, 0 replies; 31+ messages in thread

From: Dmitrii Dolgov @ 2024-12-03 13:55 UTC (permalink / raw)

pg_stat_statements produces multiple entries for queries like

    SELECT something FROM table WHERE col IN (1, 2, 3, ...)

depending on the number of parameters, because every element of
ArrayExpr is jumbled. In certain situations it's undesirable, especially
if the list becomes too large.

Make an array of Const expressions contribute only the first/last
elements to the jumble hash. Allow to enable this behavior via the new
pg_stat_statements parameter query_id_squash_values with the default value off.

Reviewed-by: Zhihong Yu, Sergey Dudoladov, Robert Haas, Tom Lane,
Michael Paquier, Sergei Kornilov, Alvaro Herrera, David Geier, Sutou Kouhei,
Sami Imseih, Julien Rouhaud
Tested-by: Chengxi Sun, Yasuo Honda
---
 contrib/pg_stat_statements/Makefile           |   2 +-
 .../pg_stat_statements/expected/squashing.out | 465 ++++++++++++++++++
 contrib/pg_stat_statements/meson.build        |   1 +
 .../pg_stat_statements/pg_stat_statements.c   |  76 ++-
 contrib/pg_stat_statements/sql/squashing.sql  | 180 +++++++
 doc/src/sgml/config.sgml                      |  29 ++
 doc/src/sgml/pgstatstatements.sgml            |  26 +-
 src/backend/nodes/gen_node_support.pl         |  19 +-
 src/backend/nodes/queryjumblefuncs.c          | 145 +++++-
 src/backend/postmaster/launch_backend.c       |   3 +
 src/backend/utils/misc/guc_tables.c           |  10 +
 src/backend/utils/misc/postgresql.conf.sample |   1 +
 src/include/nodes/nodes.h                     |   2 +
 src/include/nodes/primnodes.h                 |   2 +-
 src/include/nodes/queryjumble.h               |   7 +
 15 files changed, 945 insertions(+), 23 deletions(-)
 create mode 100644 contrib/pg_stat_statements/expected/squashing.out
 create mode 100644 contrib/pg_stat_statements/sql/squashing.sql

diff --git a/contrib/pg_stat_statements/Makefile b/contrib/pg_stat_statements/Makefile
index 241c02587bc..b2bd8794d2a 100644
--- a/contrib/pg_stat_statements/Makefile
+++ b/contrib/pg_stat_statements/Makefile
@@ -20,7 +20,7 @@ LDFLAGS_SL += $(filter -lm, $(LIBS))
 REGRESS_OPTS = --temp-config $(top_srcdir)/contrib/pg_stat_statements/pg_stat_statements.conf
 REGRESS = select dml cursors utility level_tracking planning \
 	user_activity wal entry_timestamp privileges extended \
-	parallel cleanup oldextversions
+	parallel cleanup oldextversions squashing
 # Disabled because these tests require "shared_preload_libraries=pg_stat_statements",
 # which typical installcheck users do not have (e.g. buildfarm clients).
 NO_INSTALLCHECK = 1
diff --git a/contrib/pg_stat_statements/expected/squashing.out b/contrib/pg_stat_statements/expected/squashing.out
new file mode 100644
index 00000000000..f7bcba2388c
--- /dev/null
+++ b/contrib/pg_stat_statements/expected/squashing.out
@@ -0,0 +1,465 @@
+--
+-- Const squashing functionality
+--
+CREATE EXTENSION pg_stat_statements;
+CREATE TABLE test_squash (id int, data int);
+-- IN queries
+-- No squashing is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                        query                                         | calls 
+--------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9)           |     1
+ SELECT * FROM test_squash WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10)      |     1
+ SELECT * FROM test_squash WHERE id IN ($1, $2, $3, $4, $5, $6, $7, $8, $9, $10, $11) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                   |     1
+(4 rows)
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash WHERE id IN (1);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                         query                         | calls 
+-------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN ($1 /*, ... */) |     1
+ SELECT * FROM test_squash WHERE id IN ($1)            |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t    |     1
+(3 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                 query                                  | calls 
+------------------------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN ($1 /*, ... */)                  |     4
+ SELECT * FROM test_squash WHERE id IN ($1)                             |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                     |     1
+ SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C" |     1
+(4 rows)
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                | calls 
+---------------------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN ($1 /*, ... */) AND data = $2 |     3
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                  |     1
+(2 rows)
+
+-- Multiple squashed intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                         query                         | calls 
+-------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN ($1 /*, ... */)+|     3
+     AND data IN ($2 /*, ... */)                       | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t    |     1
+(2 rows)
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if squashed, even though
+-- the normalized query will be the same
+SELECT * FROM test_squash WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+ id | data 
+----+------
+(0 rows)
+
+SELECT * FROM test_squash WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                               query                                                | calls 
+----------------------------------------------------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN                                                             +|     1
+         ($1 + $2, $3 + $4, $5 + $6, $7 + $8, $9 + $10, $11 + $12, $13 + $14, $15 + $16, $17 + $18) | 
+ SELECT * FROM test_squash WHERE id IN                                                             +|     1
+         (@ $1, @ $2, @ $3, @ $4, @ $5, @ $6, @ $7, @ $8, @ $9)                                     | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                                                 |     1
+(3 rows)
+
+-- FuncExpr
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT data FROM test_float WHERE data IN (1, 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1, '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', 2);
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN ('1', '2');
+ data 
+------
+(0 rows)
+
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+ data 
+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                           | calls 
+-----------------------------------------------------------+-------
+ SELECT data FROM test_float WHERE data IN ($1 /*, ... */) |     5
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t        |     1
+(2 rows)
+
+-- Numeric type, implicit cast is squashed
+CREATE TABLE test_squash_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                              query                              | calls 
+-----------------------------------------------------------------+-------
+ SELECT * FROM test_squash_numeric WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t              |     1
+(2 rows)
+
+-- Bigint, implicit cast is squashed
+CREATE TABLE test_squash_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                             query                              | calls 
+----------------------------------------------------------------+-------
+ SELECT * FROM test_squash_bigint WHERE data IN ($1 /*, ... */) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t             |     1
+(2 rows)
+
+-- Bigint, explicit cast is not squashed
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                      query                                       | calls 
+----------------------------------------------------------------------------------+-------
+ SELECT * FROM test_squash_bigint WHERE data IN                                  +|     1
+         ($1::bigint, $2::bigint, $3::bigint, $4::bigint, $5::bigint, $6::bigint,+| 
+          $7::bigint, $8::bigint, $9::bigint, $10::bigint, $11::bigint)           | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                               |     1
+(2 rows)
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                  query                                  | calls 
+-------------------------------------------------------------------------+-------
+ SELECT * FROM test_squash_bigint WHERE id IN                           +|     1
+         (abs($1), abs($2), abs($3), abs($4), abs($5), abs($6), abs($7),+| 
+          abs($8), abs($9), abs($10), ((abs($11))))                      | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                      |     1
+(2 rows)
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_squash_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                                query                                 | calls 
+----------------------------------------------------------------------+-------
+ SELECT * FROM test_squash_jsonb WHERE data IN                       +|     1
+         ((SELECT $1)::jsonb, (SELECT $2)::jsonb, (SELECT $3)::jsonb,+| 
+          (SELECT $4)::jsonb, (SELECT $5)::jsonb, (SELECT $6)::jsonb,+| 
+          (SELECT $7)::jsonb, (SELECT $8)::jsonb, (SELECT $9)::jsonb,+| 
+          (SELECT $10)::jsonb)                                        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t                   |     1
+(2 rows)
+
+-- CoerceViaIO
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  return type casttesttype is only a shell
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+NOTICE:  argument type casttesttype is only a shell
+LINE 1: CREATE FUNCTION casttesttype_out(casttesttype)
+                                         ^
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+CREATE TABLE test_squash_cast (id int, data casttesttype);
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_squash_cast WHERE data IN      +|     1
+         ($1 /*, ... */::int4::casttesttype)        | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT * FROM test_squash_jsonb WHERE data IN     +|     1
+         (($1 /*, ... */)::jsonb)                   | 
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT * FROM test_squash WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+ id | data 
+----+------
+(0 rows)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                           query                            | calls 
+------------------------------------------------------------+-------
+ SELECT * FROM test_squash WHERE id IN ($1 /*, ... */::oid) |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t         |     1
+(2 rows)
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_squash
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+ result 
+--------
+(0 rows)
+
+-- Simple array would be squashed as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+ t 
+---
+ t
+(1 row)
+
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+         array          
+------------------------
+ {1,2,3,4,5,6,7,8,9,10}
+(1 row)
+
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+                       query                        | calls 
+----------------------------------------------------+-------
+ SELECT ARRAY[$1 /*, ... */]                        |     1
+ SELECT pg_stat_statements_reset() IS NOT NULL AS t |     1
+(2 rows)
+
+RESET query_id_squash_values;
diff --git a/contrib/pg_stat_statements/meson.build b/contrib/pg_stat_statements/meson.build
index 4446af58c58..01a6cbdcf61 100644
--- a/contrib/pg_stat_statements/meson.build
+++ b/contrib/pg_stat_statements/meson.build
@@ -56,6 +56,7 @@ tests += {
       'parallel',
       'cleanup',
       'oldextversions',
+      'squashing',
     ],
     'regress_args': ['--temp-config', files('pg_stat_statements.conf')],
     # Disabled because these tests require
diff --git a/contrib/pg_stat_statements/pg_stat_statements.c b/contrib/pg_stat_statements/pg_stat_statements.c
index b245d04097d..8ab9ad58e1c 100644
--- a/contrib/pg_stat_statements/pg_stat_statements.c
+++ b/contrib/pg_stat_statements/pg_stat_statements.c
@@ -296,7 +296,6 @@ static bool pgss_track_planning = false;	/* whether to track planning
 											 * duration */
 static bool pgss_save = true;	/* whether to save stats across shutdown */
 
-
 #define pgss_enabled(level) \
 	(!IsParallelWorker() && \
 	(pgss_track == PGSS_TRACK_ALL || \
@@ -2823,6 +2822,10 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 				n_quer_loc = 0, /* Normalized query byte location */
 				last_off = 0,	/* Offset from start for previous tok */
 				last_tok_len = 0;	/* Length (in bytes) of that tok */
+	bool		in_squashed = false;	/* in a run of squashed consts? */
+	int			skipped_constants = 0;	/* Position adjustment of later
+										 * constants after squashed ones */
+
 
 	/*
 	 * Get constants' lengths (core system only gives us locations).  Note
@@ -2836,6 +2839,9 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 	 * certainly isn't more than 11 bytes, even if n reaches INT_MAX.  We
 	 * could refine that limit based on the max value of n for the current
 	 * query, but it hardly seems worth any extra effort to do so.
+	 *
+	 * Note this also gives enough room for the commented-out ", ..." list
+	 * syntax used by constant squashing.
 	 */
 	norm_query_buflen = query_len + jstate->clocations_count * 10;
 
@@ -2848,6 +2854,7 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 					tok_len;	/* Length (in bytes) of that tok */
 
 		off = jstate->clocations[i].location;
+
 		/* Adjust recorded location if we're dealing with partial string */
 		off -= query_loc;
 
@@ -2856,18 +2863,67 @@ generate_normalized_query(JumbleState *jstate, const char *query,
 		if (tok_len < 0)
 			continue;			/* ignore any duplicates */
 
-		/* Copy next chunk (what precedes the next constant) */
-		len_to_wrt = off - last_off;
-		len_to_wrt -= last_tok_len;
+		/*
+		 * What to do next depends on whether we're squashing constant lists,
+		 * and whether we're already in a run of such constants.
+		 */
+		if (!jstate->clocations[i].squashed)
+		{
+			/*
+			 * This location corresponds to a constant not to be squashed.
+			 * Print what comes before the constant ...
+			 */
+			len_to_wrt = off - last_off;
+			len_to_wrt -= last_tok_len;
 
-		Assert(len_to_wrt >= 0);
-		memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
-		n_quer_loc += len_to_wrt;
+			Assert(len_to_wrt >= 0);
 
-		/* And insert a param symbol in place of the constant token */
-		n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
-							  i + 1 + jstate->highest_extern_param_id);
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
 
+			/* ... and then a param symbol replacing the constant itself */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d",
+								  i + 1 + jstate->highest_extern_param_id - skipped_constants);
+
+			/* In case previous constants were merged away, stop doing that */
+			in_squashed = false;
+		}
+		else if (!in_squashed)
+		{
+			/*
+			 * This location is the start position of a run of constants to be
+			 * squashed, so we need to print the representation of starting a
+			 * group of stashed constants.
+			 *
+			 * Print what comes before the constant ...
+			 */
+			len_to_wrt = off - last_off;
+			len_to_wrt -= last_tok_len;
+			Assert(len_to_wrt >= 0);
+			Assert(i + 1 < jstate->clocations_count);
+			Assert(jstate->clocations[i + 1].squashed);
+			memcpy(norm_query + n_quer_loc, query + quer_loc, len_to_wrt);
+			n_quer_loc += len_to_wrt;
+
+			/* ... and then start a run of squashed constants */
+			n_quer_loc += sprintf(norm_query + n_quer_loc, "$%d /*, ... */",
+								  i + 1 + jstate->highest_extern_param_id - skipped_constants);
+
+			/* The next location will match the block below, to end the run */
+			in_squashed = true;
+
+			skipped_constants++;
+		}
+		else
+		{
+			/*
+			 * The second location of a run of squashable elements; this
+			 * indicates its end.
+			 */
+			in_squashed = false;
+		}
+
+		/* Otherwise the constant is squashed away -- move forward */
 		quer_loc = off + tok_len;
 		last_off = off;
 		last_tok_len = tok_len;
diff --git a/contrib/pg_stat_statements/sql/squashing.sql b/contrib/pg_stat_statements/sql/squashing.sql
new file mode 100644
index 00000000000..56ee8ccb9a1
--- /dev/null
+++ b/contrib/pg_stat_statements/sql/squashing.sql
@@ -0,0 +1,180 @@
+--
+-- Const squashing functionality
+--
+CREATE EXTENSION pg_stat_statements;
+
+CREATE TABLE test_squash (id int, data int);
+
+-- IN queries
+
+-- No squashing is performed, as a baseline result
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Normal scenario, too many simple constants for an IN query
+SET query_id_squash_values = on;
+
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash WHERE id IN (1);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- More conditions in the query
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9) AND data = 2;
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10) AND data = 2;
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11) AND data = 2;
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Multiple squashed intervals
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10);
+SELECT * FROM test_squash WHERE id IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
+    AND data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- No constants simplification for OpExpr
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+
+-- In the following two queries the operator expressions (+) and (@) have
+-- different oppno, and will be given different query_id if squashed, even though
+-- the normalized query will be the same
+SELECT * FROM test_squash WHERE id IN
+	(1 + 1, 2 + 2, 3 + 3, 4 + 4, 5 + 5, 6 + 6, 7 + 7, 8 + 8, 9 + 9);
+SELECT * FROM test_squash WHERE id IN
+	(@ '-1', @ '-2', @ '-3', @ '-4', @ '-5', @ '-6', @ '-7', @ '-8', @ '-9');
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- FuncExpr
+
+-- Verify multiple type representation end up with the same query_id
+CREATE TABLE test_float (data float);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT data FROM test_float WHERE data IN (1, 2);
+SELECT data FROM test_float WHERE data IN (1, '2');
+SELECT data FROM test_float WHERE data IN ('1', 2);
+SELECT data FROM test_float WHERE data IN ('1', '2');
+SELECT data FROM test_float WHERE data IN (1.0, 1.0);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Numeric type, implicit cast is squashed
+CREATE TABLE test_squash_numeric (id int, data numeric(5, 2));
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_numeric WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, implicit cast is squashed
+CREATE TABLE test_squash_bigint (id int, data bigint);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_bigint WHERE data IN (1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, explicit cast is not squashed
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_bigint WHERE data IN
+	(1::bigint, 2::bigint, 3::bigint, 4::bigint, 5::bigint, 6::bigint,
+	 7::bigint, 8::bigint, 9::bigint, 10::bigint, 11::bigint);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Bigint, long tokens with parenthesis
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_bigint WHERE id IN
+	(abs(100), abs(200), abs(300), abs(400), abs(500), abs(600), abs(700),
+	 abs(800), abs(900), abs(1000), ((abs(1100))));
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO, SubLink instead of a Const
+CREATE TABLE test_squash_jsonb (id int, data jsonb);
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_jsonb WHERE data IN
+	((SELECT '"1"')::jsonb, (SELECT '"2"')::jsonb, (SELECT '"3"')::jsonb,
+	 (SELECT '"4"')::jsonb, (SELECT '"5"')::jsonb, (SELECT '"6"')::jsonb,
+	 (SELECT '"7"')::jsonb, (SELECT '"8"')::jsonb, (SELECT '"9"')::jsonb,
+	 (SELECT '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- CoerceViaIO
+
+-- Create some dummy type to force CoerceViaIO
+CREATE TYPE casttesttype;
+
+CREATE FUNCTION casttesttype_in(cstring)
+   RETURNS casttesttype
+   AS 'textin'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE FUNCTION casttesttype_out(casttesttype)
+   RETURNS cstring
+   AS 'textout'
+   LANGUAGE internal STRICT IMMUTABLE;
+
+CREATE TYPE casttesttype (
+   internallength = variable,
+   input = casttesttype_in,
+   output = casttesttype_out,
+   alignment = int4
+);
+
+CREATE CAST (int4 AS casttesttype) WITH INOUT;
+
+CREATE FUNCTION casttesttype_eq(casttesttype, casttesttype)
+returns boolean language sql immutable as $$
+    SELECT true
+$$;
+
+CREATE OPERATOR = (
+    leftarg = casttesttype,
+    rightarg = casttesttype,
+    procedure = casttesttype_eq,
+    commutator = =);
+
+CREATE TABLE test_squash_cast (id int, data casttesttype);
+
+-- Use the introduced type to construct a list of CoerceViaIO around Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_cast WHERE data IN
+	(1::int4::casttesttype, 2::int4::casttesttype, 3::int4::casttesttype,
+	 4::int4::casttesttype, 5::int4::casttesttype, 6::int4::casttesttype,
+	 7::int4::casttesttype, 8::int4::casttesttype, 9::int4::casttesttype,
+	 10::int4::casttesttype, 11::int4::casttesttype);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Some casting expression are simplified to Const
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash_jsonb WHERE data IN
+	(('"1"')::jsonb, ('"2"')::jsonb, ('"3"')::jsonb, ('"4"')::jsonb,
+	 ( '"5"')::jsonb, ( '"6"')::jsonb, ( '"7"')::jsonb, ( '"8"')::jsonb,
+	 ( '"9"')::jsonb, ( '"10"')::jsonb);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- RelabelType
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT * FROM test_squash WHERE id IN (1::oid, 2::oid, 3::oid, 4::oid, 5::oid, 6::oid, 7::oid, 8::oid, 9::oid);
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+-- Test constants evaluation in a CTE, which was causing issues in the past
+WITH cte AS (
+    SELECT 'const' as const FROM test_squash
+)
+SELECT ARRAY['a', 'b', 'c', const::varchar] AS result
+FROM cte;
+
+-- Simple array would be squashed as well
+SELECT pg_stat_statements_reset() IS NOT NULL AS t;
+SELECT ARRAY[1, 2, 3, 4, 5, 6, 7, 8, 9, 10];
+SELECT query, calls FROM pg_stat_statements ORDER BY query COLLATE "C";
+
+RESET query_id_squash_values;
diff --git a/doc/src/sgml/config.sgml b/doc/src/sgml/config.sgml
index 3d62c8bd274..3140d922e0b 100644
--- a/doc/src/sgml/config.sgml
+++ b/doc/src/sgml/config.sgml
@@ -8626,6 +8626,35 @@ COPY postgres_log FROM '/full/path/to/logfile.csv' WITH csv;
       </listitem>
      </varlistentry>
 
+     <varlistentry id="guc-query-id-squash-values" xreflabel="query_id_squash_values">
+      <term><varname>query_id_squash_values</varname> (<type>bool</type>)
+      <indexterm>
+       <primary><varname>query_id_squash_values</varname> configuration parameter</primary>
+      </indexterm>
+      </term>
+      <listitem>
+       <para>
+        Specifies how a list of constants (e.g., for an <literal>IN</literal>
+        clause) contributes to the query identifier computation.
+        Normally, every element of such a list contributes to the query
+        identifier separately, which means that two queries that only differ
+        in the number of elements in such a list would get different query
+        identifiers.
+        If this parameter is on, a list of constants will not contribute
+        to the query identifier. This means that two queries whose only
+        difference is the number of constants in such a list are going to get the
+        same query identifier.
+       </para>
+       <para>
+        Only constants are affected; bind parameters do not benefit from this
+        functionality. The default value is <literal>off</literal>.
+       </para>
+       <para>
+        This parameter also affects how <xref linkend="pgstatstatements"/>
+        generates normalized query texts.
+      </listitem>
+     </varlistentry>
+
      <varlistentry id="guc-log-statement-stats">
       <term><varname>log_statement_stats</varname> (<type>boolean</type>)
       <indexterm>
diff --git a/doc/src/sgml/pgstatstatements.sgml b/doc/src/sgml/pgstatstatements.sgml
index e2ac1c2d501..c4e04cbb7f8 100644
--- a/doc/src/sgml/pgstatstatements.sgml
+++ b/doc/src/sgml/pgstatstatements.sgml
@@ -630,11 +630,29 @@
 
   <para>
    In some cases, queries with visibly different texts might get merged into a
-   single <structname>pg_stat_statements</structname> entry.  Normally this will happen
-   only for semantically equivalent queries, but there is a small chance of
-   hash collisions causing unrelated queries to be merged into one entry.
+   single <structname>pg_stat_statements</structname> entry; as explained above,
+   this is expected to happen for semantically equivalent queries.
+   In addition, if <varname>query_id_squash_values</varname> is enabled
+   and the only difference between queries is the number of elements in a list
+   of constants, the list will get squashed down to a single element but shown
+   with a commented-out list indicator:
+
+<screen>
+=# SET query_id_squash_values = on;
+=# SELECT pg_stat_statements_reset();
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7);
+=# SELECT * FROM test WHERE a IN (1, 2, 3, 4, 5, 6, 7, 8);
+=# SELECT query, calls FROM pg_stat_statements
+   WHERE query LIKE 'SELECT%';
+-[ RECORD 1 ]------------------------------
+query | SELECT * FROM test WHERE a IN ($1 /*, ... */)
+calls | 2
+</screen>
+
+   In addition to these cases, there is a small chance of hash collisions
+   causing unrelated queries to be merged into one entry.
    (This cannot happen for queries belonging to different users or databases,
-   however.)
+    however.)
   </para>
 
   <para>
diff --git a/src/backend/nodes/gen_node_support.pl b/src/backend/nodes/gen_node_support.pl
index 1a657f7e0ae..7e3f335ac09 100644
--- a/src/backend/nodes/gen_node_support.pl
+++ b/src/backend/nodes/gen_node_support.pl
@@ -476,6 +476,7 @@ foreach my $infile (@ARGV)
 								equal_ignore_if_zero
 								query_jumble_ignore
 								query_jumble_location
+								query_jumble_squash
 								read_write_ignore
 								write_only_relids
 								write_only_nondefault_pathtarget
@@ -1283,6 +1284,7 @@ _jumble${n}(JumbleState *jstate, Node *node)
 		my @a = @{ $node_type_info{$n}->{field_attrs}{$f} };
 		my $query_jumble_ignore = $struct_no_query_jumble;
 		my $query_jumble_location = 0;
+		my $query_jumble_squash = 0;
 
 		# extract per-field attributes
 		foreach my $a (@a)
@@ -1295,14 +1297,27 @@ _jumble${n}(JumbleState *jstate, Node *node)
 			{
 				$query_jumble_location = 1;
 			}
+			elsif ($a eq 'query_jumble_squash')
+			{
+				$query_jumble_squash = 1;
+			}
 		}
 
 		# node type
 		if (($t =~ /^(\w+)\*$/ or $t =~ /^struct\s+(\w+)\*$/)
 			and elem $1, @node_types)
 		{
-			print $jff "\tJUMBLE_NODE($f);\n"
-			  unless $query_jumble_ignore;
+			# Squash constants if requested.
+			if ($query_jumble_squash)
+			{
+				print $jff "\tJUMBLE_ELEMENTS($f);\n"
+				  unless $query_jumble_ignore;
+			}
+			else
+			{
+				print $jff "\tJUMBLE_NODE($f);\n"
+				  unless $query_jumble_ignore;
+			}
 		}
 		elsif ($t eq 'ParseLoc')
 		{
diff --git a/src/backend/nodes/queryjumblefuncs.c b/src/backend/nodes/queryjumblefuncs.c
index b103a281936..b2394066404 100644
--- a/src/backend/nodes/queryjumblefuncs.c
+++ b/src/backend/nodes/queryjumblefuncs.c
@@ -32,9 +32,13 @@
  */
 #include "postgres.h"
 
+#include "access/transam.h"
+#include "catalog/pg_proc.h"
 #include "common/hashfn.h"
 #include "miscadmin.h"
+#include "nodes/nodeFuncs.h"
 #include "nodes/queryjumble.h"
+#include "utils/lsyscache.h"
 #include "parser/scansup.h"
 
 #define JUMBLE_SIZE				1024	/* query serialization buffer size */
@@ -42,6 +46,9 @@
 /* GUC parameters */
 int			compute_query_id = COMPUTE_QUERY_ID_AUTO;
 
+/* Whether to merge constants in a list when computing query_id */
+bool		query_id_squash_values = false;
+
 /*
  * True when compute_query_id is ON or AUTO, and a module requests them.
  *
@@ -53,8 +60,10 @@ bool		query_id_enabled = false;
 
 static void AppendJumble(JumbleState *jstate,
 						 const unsigned char *item, Size size);
-static void RecordConstLocation(JumbleState *jstate, int location);
+static void RecordConstLocation(JumbleState *jstate,
+								int location, bool merged);
 static void _jumbleNode(JumbleState *jstate, Node *node);
+static void _jumbleElements(JumbleState *jstate, List *elements);
 static void _jumbleA_Const(JumbleState *jstate, Node *node);
 static void _jumbleList(JumbleState *jstate, Node *node);
 static void _jumbleVariableSetStmt(JumbleState *jstate, Node *node);
@@ -198,11 +207,15 @@ AppendJumble(JumbleState *jstate, const unsigned char *item, Size size)
 }
 
 /*
- * Record location of constant within query string of query tree
- * that is currently being walked.
+ * Record location of constant within query string of query tree that is
+ * currently being walked.
+ *
+ * 'squashed' signals that the constant represents the first or the last
+ * element in a series of merged constants, and everything but the first/last
+ * element contributes nothing to the jumble hash.
  */
 static void
-RecordConstLocation(JumbleState *jstate, int location)
+RecordConstLocation(JumbleState *jstate, int location, bool squashed)
 {
 	/* -1 indicates unknown or undefined location */
 	if (location >= 0)
@@ -218,15 +231,98 @@ RecordConstLocation(JumbleState *jstate, int location)
 		}
 		jstate->clocations[jstate->clocations_count].location = location;
 		/* initialize lengths to -1 to simplify third-party module usage */
+		jstate->clocations[jstate->clocations_count].squashed = squashed;
 		jstate->clocations[jstate->clocations_count].length = -1;
 		jstate->clocations_count++;
 	}
 }
 
+/*
+ * Subroutine for _jumbleElements: Verify a few simple cases where we can
+ * deduce that the expression is a constant:
+ *
+ * - Ignore a possible wrapping RelabelType and CoerceViaIO.
+ * - If it's a FuncExpr, check that the function is an implicit
+ *   cast and its arguments are Const.
+ * - Otherwise test if the expression is a simple Const.
+ */
+static bool
+IsSquashableConst(Node *element)
+{
+	if (IsA(element, RelabelType))
+		element = (Node *) ((RelabelType *) element)->arg;
+
+	if (IsA(element, CoerceViaIO))
+		element = (Node *) ((CoerceViaIO *) element)->arg;
+
+	if (IsA(element, FuncExpr))
+	{
+		FuncExpr   *func = (FuncExpr *) element;
+		ListCell   *temp;
+
+		if (func->funcformat != COERCE_IMPLICIT_CAST)
+			return false;
+
+		if (func->funcid > FirstGenbkiObjectId)
+			return false;
+
+		foreach(temp, func->args)
+		{
+			Node	   *arg = lfirst(temp);
+
+			if (!IsA(arg, Const))	/* XXX we could recurse here instead */
+				return false;
+		}
+
+		return true;
+	}
+
+	if (!IsA(element, Const))
+		return false;
+
+	return true;
+}
+
+/*
+ * Subroutine for _jumbleElements: Verify whether the provided list
+ * can be squashed, meaning it contains only constant expressions.
+ *
+ * Return value indicates if squashing is possible.
+ *
+ * Note that this function searches only for explicit Const nodes with
+ * possibly very simple decorations on top, and does not try to simplify
+ * expressions.
+ */
+static bool
+IsSquashableConstList(List *elements, Node **firstExpr, Node **lastExpr)
+{
+	ListCell   *temp;
+
+	/*
+	 * If squashing is disabled, or the list is too short, we don't try to
+	 * squash it.
+	 */
+	if (!query_id_squash_values || list_length(elements) < 2)
+		return false;
+
+	foreach(temp, elements)
+	{
+		if (!IsSquashableConst(lfirst(temp)))
+			return false;
+	}
+
+	*firstExpr = linitial(elements);
+	*lastExpr = llast(elements);
+
+	return true;
+}
+
 #define JUMBLE_NODE(item) \
 	_jumbleNode(jstate, (Node *) expr->item)
+#define JUMBLE_ELEMENTS(list) \
+	_jumbleElements(jstate, (List *) expr->list)
 #define JUMBLE_LOCATION(location) \
-	RecordConstLocation(jstate, expr->location)
+	RecordConstLocation(jstate, expr->location, false)
 #define JUMBLE_FIELD(item) \
 	AppendJumble(jstate, (const unsigned char *) &(expr->item), sizeof(expr->item))
 #define JUMBLE_FIELD_SINGLE(item) \
@@ -239,6 +335,45 @@ do { \
 
 #include "queryjumblefuncs.funcs.c"
 
+/*
+ * When query_id_squash_values is enabled, we jumble lists of constant
+ * elements as one individual item regardless of how many elements are
+ * in the list.  This means different queries jumble to the same query_id,
+ * if the only difference is the number of elements in the list.
+ *
+ * If query_id_squash_values is disabled or the list is not "simple
+ * enough", we jumble each element normally.
+ */
+static void
+_jumbleElements(JumbleState *jstate, List *elements)
+{
+	Node	   *first,
+			   *last;
+
+	if (IsSquashableConstList(elements, &first, &last))
+	{
+		/*
+		 * If this list of elements is squashable, keep track of the location
+		 * of its first and last elements.  When reading back the locations
+		 * array, we'll see two consecutive locations with ->squashed set to
+		 * true, indicating the location of initial and final elements of this
+		 * list.
+		 *
+		 * For the limited set of cases we support now (implicit coerce via
+		 * FuncExpr, Const) it's fine to use exprLocation of the 'last'
+		 * expression, but if more complex composite expressions are to be
+		 * supported (e.g., OpExpr or FuncExpr as an explicit call), more
+		 * sophisticated tracking will be needed.
+		 */
+		RecordConstLocation(jstate, exprLocation(first), true);
+		RecordConstLocation(jstate, exprLocation(last), true);
+	}
+	else
+	{
+		_jumbleNode(jstate, (Node *) elements);
+	}
+}
+
 static void
 _jumbleNode(JumbleState *jstate, Node *node)
 {
diff --git a/src/backend/postmaster/launch_backend.c b/src/backend/postmaster/launch_backend.c
index 77fb877dbad..78d8b652e04 100644
--- a/src/backend/postmaster/launch_backend.c
+++ b/src/backend/postmaster/launch_backend.c
@@ -115,6 +115,7 @@ typedef struct
 	bool		redirection_done;
 	bool		IsBinaryUpgrade;
 	bool		query_id_enabled;
+	bool		query_id_squash_values;
 	int			max_safe_fds;
 	int			MaxBackends;
 	int			num_pmchild_slots;
@@ -775,6 +776,7 @@ save_backend_variables(BackendParameters *param,
 	param->redirection_done = redirection_done;
 	param->IsBinaryUpgrade = IsBinaryUpgrade;
 	param->query_id_enabled = query_id_enabled;
+	param->query_id_squash_values = query_id_squash_values;
 	param->max_safe_fds = max_safe_fds;
 
 	param->MaxBackends = MaxBackends;
@@ -1035,6 +1037,7 @@ restore_backend_variables(BackendParameters *param)
 	redirection_done = param->redirection_done;
 	IsBinaryUpgrade = param->IsBinaryUpgrade;
 	query_id_enabled = param->query_id_enabled;
+	query_id_squash_values = param->query_id_squash_values;
 	max_safe_fds = param->max_safe_fds;
 
 	MaxBackends = param->MaxBackends;
diff --git a/src/backend/utils/misc/guc_tables.c b/src/backend/utils/misc/guc_tables.c
index 9c0b10ad4dc..fb7515a3156 100644
--- a/src/backend/utils/misc/guc_tables.c
+++ b/src/backend/utils/misc/guc_tables.c
@@ -2118,6 +2118,16 @@ struct config_bool ConfigureNamesBool[] =
 		NULL, NULL, NULL
 	},
 
+	{
+		{"query_id_squash_values", PGC_USERSET, STATS_MONITORING,
+			gettext_noop("Allows to merge constants in a list when computing "
+						 "query_id."),
+		},
+		&query_id_squash_values,
+		false,
+		NULL, NULL, NULL
+	},
+
 	/* End-of-list marker */
 	{
 		{NULL, 0, 0, NULL, NULL}, NULL, false, NULL, NULL, NULL
diff --git a/src/backend/utils/misc/postgresql.conf.sample b/src/backend/utils/misc/postgresql.conf.sample
index 8de86e0c945..c223338302c 100644
--- a/src/backend/utils/misc/postgresql.conf.sample
+++ b/src/backend/utils/misc/postgresql.conf.sample
@@ -652,6 +652,7 @@
 # - Monitoring -
 
 #compute_query_id = auto
+#query_id_squash_values = off
 #log_statement_stats = off
 #log_parser_stats = off
 #log_planner_stats = off
diff --git a/src/include/nodes/nodes.h b/src/include/nodes/nodes.h
index 580238bfab1..d18044b4e65 100644
--- a/src/include/nodes/nodes.h
+++ b/src/include/nodes/nodes.h
@@ -105,6 +105,8 @@ typedef enum NodeTag
  *   that typmod and collation information are usually irrelevant for the
  *   query jumbling.
  *
+ * - query_jumble_squash: Squash multiple values during query jumbling.
+ *
  * - query_jumble_location: Mark the field as a location to track.  This is
  *   only allowed for integer fields that include "location" in their name.
  *
diff --git a/src/include/nodes/primnodes.h b/src/include/nodes/primnodes.h
index d0576da3e25..7d3b4198f26 100644
--- a/src/include/nodes/primnodes.h
+++ b/src/include/nodes/primnodes.h
@@ -1394,7 +1394,7 @@ typedef struct ArrayExpr
 	/* common type of array elements */
 	Oid			element_typeid pg_node_attr(query_jumble_ignore);
 	/* the array elements or sub-arrays */
-	List	   *elements;
+	List	   *elements pg_node_attr(query_jumble_squash);
 	/* true if elements are sub-arrays */
 	bool		multidims pg_node_attr(query_jumble_ignore);
 	/* token location, or -1 if unknown */
diff --git a/src/include/nodes/queryjumble.h b/src/include/nodes/queryjumble.h
index 50eb9566587..905f66bc0bd 100644
--- a/src/include/nodes/queryjumble.h
+++ b/src/include/nodes/queryjumble.h
@@ -23,6 +23,12 @@ typedef struct LocationLen
 {
 	int			location;		/* start offset in query text */
 	int			length;			/* length in bytes, or -1 to ignore */
+
+	/*
+	 * Indicates that this location represents the beginning or end of a run
+	 * of squashed constants.
+	 */
+	bool		squashed;
 } LocationLen;
 
 /*
@@ -68,6 +74,7 @@ extern JumbleState *JumbleQuery(Query *query);
 extern void EnableQueryId(void);
 
 extern PGDLLIMPORT bool query_id_enabled;
+extern PGDLLIMPORT bool query_id_squash_values;
 
 /*
  * Returns whether query identifier computation has been enabled, either
-- 
2.39.5


--xulb2npnegtuim3q--





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Thread overview: 31+ messages (download: mbox mbox.gz follow: Atom feed)
-- links below jump to the message on this page --
2020-11-17 15:18 [PATCH v2] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2020-11-17 15:18 [PATCH v3] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2020-11-17 15:18 [PATCH v1] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2020-12-02 03:13 [PATCH v2] MERGE SQL Command following SQL:2016 Alvaro Herrera <[email protected]>
2021-06-10 11:15 [PATCH v5] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2021-06-10 11:15 [PATCH v4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2021-06-10 11:15 [PATCH v4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-03-12 13:42 [PATCH v6] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-03-12 13:42 [PATCH v7] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-07-24 09:43 [PATCH v13 2/2] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-07-24 09:43 [PATCH v10] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-07-24 09:43 [PATCH v11] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-07-24 09:43 [PATCH v9] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-07-24 09:43 [PATCH v12] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2022-07-24 09:43 [PATCH v8] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2023-03-19 12:01 [PATCH v14 2/2] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2023-10-14 13:00 [PATCH v15 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2023-10-14 13:00 [PATCH v17 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2023-10-14 13:00 [PATCH v16 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-01-22 20:11 [PATCH v18 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-04-03 18:02 [PATCH v20 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-04-03 18:02 [PATCH v19 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-08-12 18:40 [PATCH v21 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v28] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v27] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v26] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v22 1/4] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v23] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v24] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v25] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>
2024-12-03 13:55 [PATCH v29] Prevent jumbling of every element in ArrayExpr Dmitrii Dolgov <[email protected]>

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