pg.ddx.io pgsql-hackers@postgresql.org mailing list archive help / color / mirror / Atom feed From: Tomas Vondra <tomas.vondra@enterprisedb.com>
To: Alvaro Herrera <alvherre@alvh.no-ip.org>
Cc: John Naylor <john.naylor@enterprisedb.com>
Cc: PostgreSQL Hackers <pgsql-hackers@lists.postgresql.org>
Subject: Re: WIP: BRIN multi-range indexes
Date: Fri, 5 Mar 2021 01:37:54 +0100
Message-ID: <cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com> (raw )
In-Reply-To: <23a0a854-8f1a-e965-7121-f76b1b2fc271@enterprisedb.com >
References: <20210303001725.GA1766@alvherre.pgsql >
<23a0a854-8f1a-e965-7121-f76b1b2fc271@enterprisedb.com >
Hi,
Here is an updated version of the patch series, with a couple minor
changes/improvements.
1) adding bsearch_arg to src/port/
2) moving minmax/inclusion changes from 0002 to a separate patch 0003
I think we should either ditch the 0003 (i.e. keep the existing
opclasses unchanged) or commit 0003 (in which case I'd vote to just stop
supporting the old signature of the consistent function).
The remaining part that didn't get much review is the very last patch,
adding an option to ignore correlation for some BRIN opclases. This is
needed as the regular BRIN costing is quite sensitive to correlation,
and the cost gets way too high for poorly correlated data, making it
unlikely the index will be used. But handling such data sets efficiently
is the main point of those new opclasses. Any opinions on this?
regards
--
Tomas Vondra
EnterpriseDB: http://www.enterprisedb.com
The Enterprise PostgreSQL Company
Attachments:
[text/x-patch] 0001-introduce-bsearch_arg-20210305.patch (4.2K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/2-0001-introduce-bsearch_arg-20210305.patch)
download | inline diff:
From 13a2c97a354b32126b18d73af95c1abe63a1c698 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas@2ndquadrant.com>
Date: Fri, 5 Mar 2021 00:16:40 +0100
Subject: [PATCH 1/8] introduce bsearch_arg
---
src/backend/statistics/extended_stats.c | 31 --------------
src/include/port.h | 5 +++
.../statistics/extended_stats_internal.h | 5 ---
src/port/Makefile | 1 +
src/port/bsearch_arg.c | 40 +++++++++++++++++++
5 files changed, 46 insertions(+), 36 deletions(-)
create mode 100644 src/port/bsearch_arg.c
diff --git a/src/backend/statistics/extended_stats.c b/src/backend/statistics/extended_stats.c
index a030ea3653..fa42851fd5 100644
--- a/src/backend/statistics/extended_stats.c
+++ b/src/backend/statistics/extended_stats.c
@@ -659,37 +659,6 @@ compare_datums_simple(Datum a, Datum b, SortSupport ssup)
return ApplySortComparator(a, false, b, false, ssup);
}
-/* simple counterpart to qsort_arg */
-void *
-bsearch_arg(const void *key, const void *base, size_t nmemb, size_t size,
- int (*compar) (const void *, const void *, void *),
- void *arg)
-{
- size_t l,
- u,
- idx;
- const void *p;
- int comparison;
-
- l = 0;
- u = nmemb;
- while (l < u)
- {
- idx = (l + u) / 2;
- p = (void *) (((const char *) base) + (idx * size));
- comparison = (*compar) (key, p, arg);
-
- if (comparison < 0)
- u = idx;
- else if (comparison > 0)
- l = idx + 1;
- else
- return (void *) p;
- }
-
- return NULL;
-}
-
/*
* build_attnums_array
* Transforms a bitmap into an array of AttrNumber values.
diff --git a/src/include/port.h b/src/include/port.h
index 227ef4b148..82f63de325 100644
--- a/src/include/port.h
+++ b/src/include/port.h
@@ -508,6 +508,11 @@ typedef int (*qsort_arg_comparator) (const void *a, const void *b, void *arg);
extern void qsort_arg(void *base, size_t nel, size_t elsize,
qsort_arg_comparator cmp, void *arg);
+extern void *bsearch_arg(const void *key, const void *base,
+ size_t nmemb, size_t size,
+ int (*compar) (const void *, const void *, void *),
+ void *arg);
+
/* port/chklocale.c */
extern int pg_get_encoding_from_locale(const char *ctype, bool write_message);
diff --git a/src/include/statistics/extended_stats_internal.h b/src/include/statistics/extended_stats_internal.h
index c849bd57c0..a0a3cf5b0f 100644
--- a/src/include/statistics/extended_stats_internal.h
+++ b/src/include/statistics/extended_stats_internal.h
@@ -85,11 +85,6 @@ extern int multi_sort_compare_dims(int start, int end, const SortItem *a,
extern int compare_scalars_simple(const void *a, const void *b, void *arg);
extern int compare_datums_simple(Datum a, Datum b, SortSupport ssup);
-extern void *bsearch_arg(const void *key, const void *base,
- size_t nmemb, size_t size,
- int (*compar) (const void *, const void *, void *),
- void *arg);
-
extern AttrNumber *build_attnums_array(Bitmapset *attrs, int *numattrs);
extern SortItem *build_sorted_items(int numrows, int *nitems, HeapTuple *rows,
diff --git a/src/port/Makefile b/src/port/Makefile
index e41b005c4f..52dbf5783f 100644
--- a/src/port/Makefile
+++ b/src/port/Makefile
@@ -40,6 +40,7 @@ LIBS += $(PTHREAD_LIBS)
OBJS = \
$(LIBOBJS) \
$(PG_CRC32C_OBJS) \
+ bsearch_arg.o \
chklocale.o \
erand48.o \
inet_net_ntop.o \
diff --git a/src/port/bsearch_arg.c b/src/port/bsearch_arg.c
new file mode 100644
index 0000000000..d24dc4b7c4
--- /dev/null
+++ b/src/port/bsearch_arg.c
@@ -0,0 +1,40 @@
+/*
+ * bsearch_arg.c: bsearch variant with a user-supplied pointer
+ *
+ * src/port/bsearch_arg.c
+ */
+
+
+#include "c.h"
+
+
+/* simple counterpart to qsort_arg */
+void *
+bsearch_arg(const void *key, const void *base, size_t nmemb, size_t size,
+ int (*compar) (const void *, const void *, void *),
+ void *arg)
+{
+ size_t l,
+ u,
+ idx;
+ const void *p;
+ int comparison;
+
+ l = 0;
+ u = nmemb;
+ while (l < u)
+ {
+ idx = (l + u) / 2;
+ p = (void *) (((const char *) base) + (idx * size));
+ comparison = (*compar) (key, p, arg);
+
+ if (comparison < 0)
+ u = idx;
+ else if (comparison > 0)
+ l = idx + 1;
+ else
+ return (void *) p;
+ }
+
+ return NULL;
+}
--
2.26.2
[text/x-patch] 0002-Pass-all-scan-keys-to-BRIN-consistent-funct-20210305.patch (8.5K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/3-0002-Pass-all-scan-keys-to-BRIN-consistent-funct-20210305.patch)
download | inline diff:
From 674079de0e71f183695056b66b2528b4ee154f64 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas.vondra@postgresql.org>
Date: Sat, 12 Sep 2020 15:07:04 +0200
Subject: [PATCH 2/8] Pass all scan keys to BRIN consistent function at once
Passing all scan keys to the BRIN consistent function at once may allow
elimination of additional ranges, which would be impossible when only
passing individual scan keys.
The code continues to support both the original (one scan key at a time)
and new (all scan keys at once) approaches, depending on whether the
consistent function accepts three or four arguments.
Author: Tomas Vondra <tomas.vondra@2ndquadrant.com>
Reviewed-by: Alvaro Herrera <alvherre@2ndquadrant.com>
Reviewed-by: Mark Dilger <hornschnorter@gmail.com>
Reviewed-by: Alexander Korotkov <aekorotkov@gmail.com>
Discussion: https://postgr.es/m/c1138ead-7668-f0e1-0638-c3be3237e812@2ndquadrant.com
---
src/backend/access/brin/brin.c | 158 +++++++++++++++++++-----
src/backend/access/brin/brin_validate.c | 4 +-
2 files changed, 126 insertions(+), 36 deletions(-)
diff --git a/src/backend/access/brin/brin.c b/src/backend/access/brin/brin.c
index 27ba596c6e..963b7079cf 100644
--- a/src/backend/access/brin/brin.c
+++ b/src/backend/access/brin/brin.c
@@ -390,6 +390,9 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
BrinMemTuple *dtup;
BrinTuple *btup = NULL;
Size btupsz = 0;
+ ScanKey **keys;
+ int *nkeys;
+ int keyno;
opaque = (BrinOpaque *) scan->opaque;
bdesc = opaque->bo_bdesc;
@@ -411,6 +414,66 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
*/
consistentFn = palloc0(sizeof(FmgrInfo) * bdesc->bd_tupdesc->natts);
+ /*
+ * Make room for per-attribute lists of scan keys that we'll pass to the
+ * consistent support procedure. We allocate space for all attributes, so
+ * that we don't have to bother determining which attributes are used.
+ *
+ * XXX The widest table can have ~1600 attributes, so this may allocate a
+ * couple kilobytes of memory). We could invent a more compact approach
+ * (with just space for used attributes) but that would make the matching
+ * more complicated, so it may not be a win.
+ */
+ keys = palloc0(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
+ nkeys = palloc0(sizeof(int) * bdesc->bd_tupdesc->natts);
+
+ /*
+ * Preprocess the scan keys - split them into per-attribute arrays.
+ */
+ for (keyno = 0; keyno < scan->numberOfKeys; keyno++)
+ {
+ ScanKey key = &scan->keyData[keyno];
+ AttrNumber keyattno = key->sk_attno;
+
+ /*
+ * The collation of the scan key must match the collation used in the
+ * index column (but only if the search is not IS NULL/ IS NOT NULL).
+ * Otherwise we shouldn't be using this index ...
+ */
+ Assert((key->sk_flags & SK_ISNULL) ||
+ (key->sk_collation ==
+ TupleDescAttr(bdesc->bd_tupdesc,
+ keyattno - 1)->attcollation));
+
+ /* First time we see this index attribute, so init as needed. */
+ if (!keys[keyattno - 1])
+ {
+ FmgrInfo *tmp;
+
+ /*
+ * This is a bit of an overkill - we don't know how many scan keys
+ * are there for this attribute, so we simply allocate the largest
+ * number possible. This may waste a bit of memory, but we only
+ * expect small number of scan keys in general, so this should be
+ * negligible, and it's cheaper than having to repalloc
+ * repeatedly.
+ */
+ keys[keyattno - 1] = palloc0(sizeof(ScanKey) * scan->numberOfKeys);
+
+ /* First time this column, so look up consistent function */
+ Assert(consistentFn[keyattno - 1].fn_oid == InvalidOid);
+
+ tmp = index_getprocinfo(idxRel, keyattno,
+ BRIN_PROCNUM_CONSISTENT);
+ fmgr_info_copy(&consistentFn[keyattno - 1], tmp,
+ CurrentMemoryContext);
+ }
+
+ /* Add key to the per-attribute array. */
+ keys[keyattno - 1][nkeys[keyattno - 1]] = key;
+ nkeys[keyattno - 1]++;
+ }
+
/* allocate an initial in-memory tuple, out of the per-range memcxt */
dtup = brin_new_memtuple(bdesc);
@@ -471,7 +534,7 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
}
else
{
- int keyno;
+ int attno;
/*
* Compare scan keys with summary values stored for the range.
@@ -481,51 +544,78 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
* no keys.
*/
addrange = true;
- for (keyno = 0; keyno < scan->numberOfKeys; keyno++)
+ for (attno = 1; attno <= bdesc->bd_tupdesc->natts; attno++)
{
- ScanKey key = &scan->keyData[keyno];
- AttrNumber keyattno = key->sk_attno;
- BrinValues *bval = &dtup->bt_columns[keyattno - 1];
+ BrinValues *bval;
Datum add;
- /*
- * The collation of the scan key must match the collation
- * used in the index column (but only if the search is not
- * IS NULL/ IS NOT NULL). Otherwise we shouldn't be using
- * this index ...
- */
- Assert((key->sk_flags & SK_ISNULL) ||
- (key->sk_collation ==
- TupleDescAttr(bdesc->bd_tupdesc,
- keyattno - 1)->attcollation));
+ /* skip attributes without any san keys */
+ if (nkeys[attno - 1] == 0)
+ continue;
- /* First time this column? look up consistent function */
- if (consistentFn[keyattno - 1].fn_oid == InvalidOid)
- {
- FmgrInfo *tmp;
+ bval = &dtup->bt_columns[attno - 1];
- tmp = index_getprocinfo(idxRel, keyattno,
- BRIN_PROCNUM_CONSISTENT);
- fmgr_info_copy(&consistentFn[keyattno - 1], tmp,
- CurrentMemoryContext);
- }
+ Assert((nkeys[attno - 1] > 0) &&
+ (nkeys[attno - 1] <= scan->numberOfKeys));
/*
* Check whether the scan key is consistent with the page
* range values; if so, have the pages in the range added
* to the output bitmap.
*
- * When there are multiple scan keys, failure to meet the
- * criteria for a single one of them is enough to discard
- * the range as a whole, so break out of the loop as soon
- * as a false return value is obtained.
+ * The opclass may or may not support processing of
+ * multiple scan keys. We can determine that based on the
+ * number of arguments - functions with extra parameter
+ * (number of scan keys) do support this, otherwise we
+ * have to simply pass the scan keys one by one, as
+ * before.
*/
- add = FunctionCall3Coll(&consistentFn[keyattno - 1],
- key->sk_collation,
- PointerGetDatum(bdesc),
- PointerGetDatum(bval),
- PointerGetDatum(key));
- addrange = DatumGetBool(add);
+ if (consistentFn[attno - 1].fn_nargs >= 4)
+ {
+ Oid collation;
+
+ /*
+ * Collation from the first key (has to be the same
+ * for all keys for the same attribue).
+ */
+ collation = keys[attno - 1][0]->sk_collation;
+
+ /* Check all keys at once */
+ add = FunctionCall4Coll(&consistentFn[attno - 1],
+ collation,
+ PointerGetDatum(bdesc),
+ PointerGetDatum(bval),
+ PointerGetDatum(keys[attno - 1]),
+ Int32GetDatum(nkeys[attno - 1]));
+ addrange = DatumGetBool(add);
+ }
+ else
+ {
+ /*
+ * Check keys one by one
+ *
+ * When there are multiple scan keys, failure to meet
+ * the criteria for a single one of them is enough to
+ * discard the range as a whole, so break out of the
+ * loop as soon as a false return value is obtained.
+ */
+ int keyno;
+
+ for (keyno = 0; keyno < nkeys[attno - 1]; keyno++)
+ {
+ add = FunctionCall3Coll(&consistentFn[attno - 1],
+ keys[attno - 1][keyno]->sk_collation,
+ PointerGetDatum(bdesc),
+ PointerGetDatum(bval),
+ PointerGetDatum(keys[attno - 1][keyno]));
+ addrange = DatumGetBool(add);
+
+ /* mismatching key, no need to look further */
+ if (!addrange)
+ break;
+ }
+ }
+
if (!addrange)
break;
}
diff --git a/src/backend/access/brin/brin_validate.c b/src/backend/access/brin/brin_validate.c
index 6d4253c05e..11835d85cd 100644
--- a/src/backend/access/brin/brin_validate.c
+++ b/src/backend/access/brin/brin_validate.c
@@ -97,8 +97,8 @@ brinvalidate(Oid opclassoid)
break;
case BRIN_PROCNUM_CONSISTENT:
ok = check_amproc_signature(procform->amproc, BOOLOID, true,
- 3, 3, INTERNALOID, INTERNALOID,
- INTERNALOID);
+ 3, 4, INTERNALOID, INTERNALOID,
+ INTERNALOID, INT4OID);
break;
case BRIN_PROCNUM_UNION:
ok = check_amproc_signature(procform->amproc, BOOLOID, true,
--
2.26.2
[text/x-patch] 0003-Process-all-scan-keys-in-existing-BRIN-opcl-20210305.patch (15.4K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/4-0003-Process-all-scan-keys-in-existing-BRIN-opcl-20210305.patch)
download | inline diff:
From c264328384014024474f3c18f919c2ea25d816ef Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas@2ndquadrant.com>
Date: Fri, 5 Mar 2021 00:45:33 +0100
Subject: [PATCH 3/8] Process all scan keys in existing BRIN opclasses
This modifies the existing BRIN opclasses (minmax, inclusion) although
those don't really benefit from this change. The primary purpose of this
is to allow more advanced opclases in the future.
---
src/backend/access/brin/brin_inclusion.c | 140 ++++++++++++++++-------
src/backend/access/brin/brin_minmax.c | 92 ++++++++++++---
src/include/catalog/pg_proc.dat | 4 +-
3 files changed, 177 insertions(+), 59 deletions(-)
diff --git a/src/backend/access/brin/brin_inclusion.c b/src/backend/access/brin/brin_inclusion.c
index 12e5bddd1f..a260074c91 100644
--- a/src/backend/access/brin/brin_inclusion.c
+++ b/src/backend/access/brin/brin_inclusion.c
@@ -85,6 +85,8 @@ static FmgrInfo *inclusion_get_procinfo(BrinDesc *bdesc, uint16 attno,
uint16 procnum);
static FmgrInfo *inclusion_get_strategy_procinfo(BrinDesc *bdesc, uint16 attno,
Oid subtype, uint16 strategynum);
+static bool inclusion_consistent_key(BrinDesc *bdesc, BrinValues *column,
+ ScanKey key, Oid colloid);
/*
@@ -251,6 +253,10 @@ brin_inclusion_add_value(PG_FUNCTION_ARGS)
/*
* BRIN inclusion consistent function
*
+ * We inspect the IS NULL scan keys first, which allows us to make a decision
+ * without looking at the contents of the page range. Only when the page range
+ * matches all those keys, we check the regular scan keys.
+ *
* All of the strategies are optional.
*/
Datum
@@ -258,24 +264,31 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
{
BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
- ScanKey key = (ScanKey) PG_GETARG_POINTER(2);
- Oid colloid = PG_GET_COLLATION(),
- subtype;
- Datum unionval;
- AttrNumber attno;
- Datum query;
- FmgrInfo *finfo;
- Datum result;
-
- Assert(key->sk_attno == column->bv_attno);
+ ScanKey *keys = (ScanKey *) PG_GETARG_POINTER(2);
+ int nkeys = PG_GETARG_INT32(3);
+ Oid colloid = PG_GET_COLLATION();
+ int keyno;
+ bool has_regular_keys = false;
- /* Handle IS NULL/IS NOT NULL tests. */
- if (key->sk_flags & SK_ISNULL)
+ /* Handle IS NULL/IS NOT NULL tests */
+ for (keyno = 0; keyno < nkeys; keyno++)
{
+ ScanKey key = keys[keyno];
+
+ Assert(key->sk_attno == column->bv_attno);
+
+ /* Skip regular scan keys (and remember that we have some). */
+ if ((!key->sk_flags & SK_ISNULL))
+ {
+ has_regular_keys = true;
+ continue;
+ }
+
if (key->sk_flags & SK_SEARCHNULL)
{
if (column->bv_allnulls || column->bv_hasnulls)
- PG_RETURN_BOOL(true);
+ continue; /* this key is fine, continue */
+
PG_RETURN_BOOL(false);
}
@@ -284,7 +297,12 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
* only nulls.
*/
if (key->sk_flags & SK_SEARCHNOTNULL)
- PG_RETURN_BOOL(!column->bv_allnulls);
+ {
+ if (column->bv_allnulls)
+ PG_RETURN_BOOL(false);
+
+ continue;
+ }
/*
* Neither IS NULL nor IS NOT NULL was used; assume all indexable
@@ -293,7 +311,14 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
PG_RETURN_BOOL(false);
}
- /* If it is all nulls, it cannot possibly be consistent. */
+ /* If there are no regular keys, the page range is considered consistent. */
+ if (!has_regular_keys)
+ PG_RETURN_BOOL(true);
+
+ /*
+ * If is all nulls, it cannot possibly be consistent (at this point we
+ * know there are at least some regular scan keys).
+ */
if (column->bv_allnulls)
PG_RETURN_BOOL(false);
@@ -301,10 +326,45 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
if (DatumGetBool(column->bv_values[INCLUSION_UNMERGEABLE]))
PG_RETURN_BOOL(true);
- attno = key->sk_attno;
- subtype = key->sk_subtype;
- query = key->sk_argument;
- unionval = column->bv_values[INCLUSION_UNION];
+ /* Check that the range is consistent with all regular scan keys. */
+ for (keyno = 0; keyno < nkeys; keyno++)
+ {
+ ScanKey key = keys[keyno];
+
+ /* Skip IS NULL/IS NOT NULL keys (already handled above). */
+ if (key->sk_flags & SK_ISNULL)
+ continue;
+
+ /*
+ * When there are multiple scan keys, failure to meet the criteria for
+ * a single one of them is enough to discard the range as a whole, so
+ * break out of the loop as soon as a false return value is obtained.
+ */
+ if (!inclusion_consistent_key(bdesc, column, key, colloid))
+ PG_RETURN_BOOL(false);
+ }
+
+ PG_RETURN_BOOL(true);
+}
+
+/*
+ * inclusion_consistent_key
+ * Determine if the range is consistent with a single scan key.
+ */
+static bool
+inclusion_consistent_key(BrinDesc *bdesc, BrinValues *column, ScanKey key,
+ Oid colloid)
+{
+ FmgrInfo *finfo;
+ AttrNumber attno = key->sk_attno;
+ Oid subtype = key->sk_subtype;
+ Datum query = key->sk_argument;
+ Datum unionval = column->bv_values[INCLUSION_UNION];
+ Datum result;
+
+ /* This should be called only for regular keys, not for IS [NOT] NULL. */
+ Assert(!(key->sk_flags & SK_ISNULL));
+
switch (key->sk_strategy)
{
/*
@@ -324,49 +384,49 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTOverRightStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTOverLeftStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTRightStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTOverRightStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTLeftStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTRightStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTOverLeftStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTBelowStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTOverAboveStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTOverBelowStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTAboveStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTOverAboveStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTBelowStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
case RTAboveStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTOverBelowStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
/*
* Overlap and contains strategies
@@ -384,7 +444,7 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
key->sk_strategy);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_DATUM(result);
+ return DatumGetBool(result);
/*
* Contained by strategies
@@ -404,9 +464,9 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
RTOverlapStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
if (DatumGetBool(result))
- PG_RETURN_BOOL(true);
+ return true;
- PG_RETURN_DATUM(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
+ return DatumGetBool(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
/*
* Adjacent strategy
@@ -423,12 +483,12 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
RTOverlapStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
if (DatumGetBool(result))
- PG_RETURN_BOOL(true);
+ return true;
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTAdjacentStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_DATUM(result);
+ return DatumGetBool(result);
/*
* Basic comparison strategies
@@ -458,9 +518,9 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
RTRightStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
if (!DatumGetBool(result))
- PG_RETURN_BOOL(true);
+ return true;
- PG_RETURN_DATUM(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
+ return DatumGetBool(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
case RTSameStrategyNumber:
case RTEqualStrategyNumber:
@@ -468,30 +528,30 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
RTContainsStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
if (DatumGetBool(result))
- PG_RETURN_BOOL(true);
+ return true;
- PG_RETURN_DATUM(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
+ return DatumGetBool(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
case RTGreaterEqualStrategyNumber:
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTLeftStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
if (!DatumGetBool(result))
- PG_RETURN_BOOL(true);
+ return true;
- PG_RETURN_DATUM(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
+ return DatumGetBool(column->bv_values[INCLUSION_CONTAINS_EMPTY]);
case RTGreaterStrategyNumber:
/* no need to check for empty elements */
finfo = inclusion_get_strategy_procinfo(bdesc, attno, subtype,
RTLeftStrategyNumber);
result = FunctionCall2Coll(finfo, colloid, unionval, query);
- PG_RETURN_BOOL(!DatumGetBool(result));
+ return !DatumGetBool(result);
default:
/* shouldn't happen */
elog(ERROR, "invalid strategy number %d", key->sk_strategy);
- PG_RETURN_BOOL(false);
+ return false;
}
}
diff --git a/src/backend/access/brin/brin_minmax.c b/src/backend/access/brin/brin_minmax.c
index 2ffbd9bf0d..e116084a02 100644
--- a/src/backend/access/brin/brin_minmax.c
+++ b/src/backend/access/brin/brin_minmax.c
@@ -30,6 +30,8 @@ typedef struct MinmaxOpaque
static FmgrInfo *minmax_get_strategy_procinfo(BrinDesc *bdesc, uint16 attno,
Oid subtype, uint16 strategynum);
+static bool minmax_consistent_key(BrinDesc *bdesc, BrinValues *column,
+ ScanKey key, Oid colloid);
Datum
@@ -140,29 +142,41 @@ brin_minmax_add_value(PG_FUNCTION_ARGS)
* Given an index tuple corresponding to a certain page range and a scan key,
* return whether the scan key is consistent with the index tuple's min/max
* values. Return true if so, false otherwise.
+ *
+ * We inspect the IS NULL scan keys first, which allows us to make a decision
+ * without looking at the contents of the page range. Only when the page range
+ * matches all those keys, we check the regular scan keys.
*/
Datum
brin_minmax_consistent(PG_FUNCTION_ARGS)
{
BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
- ScanKey key = (ScanKey) PG_GETARG_POINTER(2);
- Oid colloid = PG_GET_COLLATION(),
- subtype;
- AttrNumber attno;
- Datum value;
- Datum matches;
- FmgrInfo *finfo;
-
- Assert(key->sk_attno == column->bv_attno);
+ ScanKey *keys = (ScanKey *) PG_GETARG_POINTER(2);
+ int nkeys = PG_GETARG_INT32(3);
+ Oid colloid = PG_GET_COLLATION();
+ int keyno;
+ bool has_regular_keys = false;
/* handle IS NULL/IS NOT NULL tests */
- if (key->sk_flags & SK_ISNULL)
+ for (keyno = 0; keyno < nkeys; keyno++)
{
+ ScanKey key = keys[keyno];
+
+ Assert(key->sk_attno == column->bv_attno);
+
+ /* Skip regular scan keys (and remember that we have some). */
+ if ((!key->sk_flags & SK_ISNULL))
+ {
+ has_regular_keys = true;
+ continue;
+ }
+
if (key->sk_flags & SK_SEARCHNULL)
{
if (column->bv_allnulls || column->bv_hasnulls)
- PG_RETURN_BOOL(true);
+ continue; /* this key is fine, continue */
+
PG_RETURN_BOOL(false);
}
@@ -171,7 +185,12 @@ brin_minmax_consistent(PG_FUNCTION_ARGS)
* only nulls.
*/
if (key->sk_flags & SK_SEARCHNOTNULL)
- PG_RETURN_BOOL(!column->bv_allnulls);
+ {
+ if (column->bv_allnulls)
+ PG_RETURN_BOOL(false);
+
+ continue;
+ }
/*
* Neither IS NULL nor IS NOT NULL was used; assume all indexable
@@ -180,13 +199,52 @@ brin_minmax_consistent(PG_FUNCTION_ARGS)
PG_RETURN_BOOL(false);
}
- /* if the range is all empty, it cannot possibly be consistent */
+ /* If there are no regular keys, the page range is considered consistent. */
+ if (!has_regular_keys)
+ PG_RETURN_BOOL(true);
+
+ /*
+ * If is all nulls, it cannot possibly be consistent (at this point we
+ * know there are at least some regular scan keys).
+ */
if (column->bv_allnulls)
PG_RETURN_BOOL(false);
- attno = key->sk_attno;
- subtype = key->sk_subtype;
- value = key->sk_argument;
+ /* Check that the range is consistent with all scan keys. */
+ for (keyno = 0; keyno < nkeys; keyno++)
+ {
+ ScanKey key = keys[keyno];
+
+ /* ignore IS NULL/IS NOT NULL tests handled above */
+ if (key->sk_flags & SK_ISNULL)
+ continue;
+
+ /*
+ * When there are multiple scan keys, failure to meet the criteria for
+ * a single one of them is enough to discard the range as a whole, so
+ * break out of the loop as soon as a false return value is obtained.
+ */
+ if (!minmax_consistent_key(bdesc, column, key, colloid))
+ PG_RETURN_DATUM(false);;
+ }
+
+ PG_RETURN_DATUM(true);
+}
+
+/*
+ * minmax_consistent_key
+ * Determine if the range is consistent with a single scan key.
+ */
+static bool
+minmax_consistent_key(BrinDesc *bdesc, BrinValues *column, ScanKey key,
+ Oid colloid)
+{
+ FmgrInfo *finfo;
+ AttrNumber attno = key->sk_attno;
+ Oid subtype = key->sk_subtype;
+ Datum value = key->sk_argument;
+ Datum matches;
+
switch (key->sk_strategy)
{
case BTLessStrategyNumber:
@@ -229,7 +287,7 @@ brin_minmax_consistent(PG_FUNCTION_ARGS)
break;
}
- PG_RETURN_DATUM(matches);
+ return DatumGetBool(matches);
}
/*
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 59d2b71ca9..93bdb5ec83 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -8194,7 +8194,7 @@
prosrc => 'brin_minmax_add_value' },
{ oid => '3385', descr => 'BRIN minmax support',
proname => 'brin_minmax_consistent', prorettype => 'bool',
- proargtypes => 'internal internal internal',
+ proargtypes => 'internal internal internal int4',
prosrc => 'brin_minmax_consistent' },
{ oid => '3386', descr => 'BRIN minmax support',
proname => 'brin_minmax_union', prorettype => 'bool',
@@ -8210,7 +8210,7 @@
prosrc => 'brin_inclusion_add_value' },
{ oid => '4107', descr => 'BRIN inclusion support',
proname => 'brin_inclusion_consistent', prorettype => 'bool',
- proargtypes => 'internal internal internal',
+ proargtypes => 'internal internal internal int4',
prosrc => 'brin_inclusion_consistent' },
{ oid => '4108', descr => 'BRIN inclusion support',
proname => 'brin_inclusion_union', prorettype => 'bool',
--
2.26.2
[text/x-patch] 0004-Move-IS-NOT-NULL-handling-from-BRIN-support-20210305.patch (23.1K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/5-0004-Move-IS-NOT-NULL-handling-from-BRIN-support-20210305.patch)
download | inline diff:
From d7084b80b2f73ddca072c5ec320654c561274651 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas@2ndquadrant.com>
Date: Tue, 2 Mar 2021 19:27:48 +0100
Subject: [PATCH 4/8] Move IS [NOT] NULL handling from BRIN support functions
The handling of IS [NOT] NULL clauses is independent of an opclass, and
most of the code was exactly the same in both minmax and inclusion. So
instead move the code from support procedures to the AM methods etc.
This simplifies the code quite a bit - especially the support procedures
quite a bit, as they don't need to care about NULL values and flags at
all. It also means the IS [NOT] NULL clauses can be evaluated without
invoking the support procedure at all.
Author: Tomas Vondra <tomas.vondra@2ndquadrant.com>
Author: Nikita Glukhov <n.gluhov@postgrespro.ru>
Reviewed-by: Alvaro Herrera <alvherre@2ndquadrant.com>
Reviewed-by: Mark Dilger <hornschnorter@gmail.com>
Reviewed-by: Alexander Korotkov <aekorotkov@gmail.com>
Reviewed-by: Masahiko Sawada <masahiko.sawada@2ndquadrant.com>
Reviewed-by: John Naylor <john.naylor@2ndquadrant.com>
Discussion: https://postgr.es/m/c1138ead-7668-f0e1-0638-c3be3237e812@2ndquadrant.com
---
src/backend/access/brin/brin.c | 293 +++++++++++++++++------
src/backend/access/brin/brin_inclusion.c | 96 +-------
src/backend/access/brin/brin_minmax.c | 93 +------
src/include/access/brin_internal.h | 3 +
4 files changed, 244 insertions(+), 241 deletions(-)
diff --git a/src/backend/access/brin/brin.c b/src/backend/access/brin/brin.c
index 963b7079cf..9f2656b8d9 100644
--- a/src/backend/access/brin/brin.c
+++ b/src/backend/access/brin/brin.c
@@ -35,6 +35,7 @@
#include "storage/freespace.h"
#include "utils/acl.h"
#include "utils/builtins.h"
+#include "utils/datum.h"
#include "utils/index_selfuncs.h"
#include "utils/memutils.h"
#include "utils/rel.h"
@@ -77,7 +78,9 @@ static void form_and_insert_tuple(BrinBuildState *state);
static void union_tuples(BrinDesc *bdesc, BrinMemTuple *a,
BrinTuple *b);
static void brin_vacuum_scan(Relation idxrel, BufferAccessStrategy strategy);
-
+static bool add_values_to_range(Relation idxRel, BrinDesc *bdesc,
+ BrinMemTuple *dtup, Datum *values, bool *nulls);
+static bool check_null_keys(BrinValues *bval, ScanKey *nullkeys, int nnullkeys);
/*
* BRIN handler function: return IndexAmRoutine with access method parameters
@@ -179,7 +182,6 @@ brininsert(Relation idxRel, Datum *values, bool *nulls,
OffsetNumber off;
BrinTuple *brtup;
BrinMemTuple *dtup;
- int keyno;
CHECK_FOR_INTERRUPTS();
@@ -243,31 +245,7 @@ brininsert(Relation idxRel, Datum *values, bool *nulls,
dtup = brin_deform_tuple(bdesc, brtup, NULL);
- /*
- * Compare the key values of the new tuple to the stored index values;
- * our deformed tuple will get updated if the new tuple doesn't fit
- * the original range (note this means we can't break out of the loop
- * early). Make a note of whether this happens, so that we know to
- * insert the modified tuple later.
- */
- for (keyno = 0; keyno < bdesc->bd_tupdesc->natts; keyno++)
- {
- Datum result;
- BrinValues *bval;
- FmgrInfo *addValue;
-
- bval = &dtup->bt_columns[keyno];
- addValue = index_getprocinfo(idxRel, keyno + 1,
- BRIN_PROCNUM_ADDVALUE);
- result = FunctionCall4Coll(addValue,
- idxRel->rd_indcollation[keyno],
- PointerGetDatum(bdesc),
- PointerGetDatum(bval),
- values[keyno],
- nulls[keyno]);
- /* if that returned true, we need to insert the updated tuple */
- need_insert |= DatumGetBool(result);
- }
+ need_insert = add_values_to_range(idxRel, bdesc, dtup, values, nulls);
if (!need_insert)
{
@@ -390,8 +368,10 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
BrinMemTuple *dtup;
BrinTuple *btup = NULL;
Size btupsz = 0;
- ScanKey **keys;
- int *nkeys;
+ ScanKey **keys,
+ **nullkeys;
+ int *nkeys,
+ *nnullkeys;
int keyno;
opaque = (BrinOpaque *) scan->opaque;
@@ -419,13 +399,18 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
* consistent support procedure. We allocate space for all attributes, so
* that we don't have to bother determining which attributes are used.
*
+ * We keep null and regular keys separate, so that we can pass just the
+ * regular keys to the consistent function easily.
+ *
* XXX The widest table can have ~1600 attributes, so this may allocate a
* couple kilobytes of memory). We could invent a more compact approach
* (with just space for used attributes) but that would make the matching
* more complicated, so it may not be a win.
*/
keys = palloc0(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
+ nullkeys = palloc0(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
nkeys = palloc0(sizeof(int) * bdesc->bd_tupdesc->natts);
+ nnullkeys = palloc0(sizeof(int) * bdesc->bd_tupdesc->natts);
/*
* Preprocess the scan keys - split them into per-attribute arrays.
@@ -445,23 +430,23 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
TupleDescAttr(bdesc->bd_tupdesc,
keyattno - 1)->attcollation));
- /* First time we see this index attribute, so init as needed. */
- if (!keys[keyattno - 1])
+ /*
+ * First time we see this index attribute, so init as needed.
+ *
+ * This is a bit of an overkill - we don't know how many scan keys are
+ * there for a given attribute, so we simply allocate the largest
+ * number possible (as if all scan keys belonged to the same
+ * attribute). This may waste a bit of memory, but we only expect
+ * small number of scan keys in general, so this should be negligible,
+ * and it's probably cheaper than having to repalloc repeatedly.
+ */
+ if (consistentFn[keyattno - 1].fn_oid == InvalidOid)
{
FmgrInfo *tmp;
- /*
- * This is a bit of an overkill - we don't know how many scan keys
- * are there for this attribute, so we simply allocate the largest
- * number possible. This may waste a bit of memory, but we only
- * expect small number of scan keys in general, so this should be
- * negligible, and it's cheaper than having to repalloc
- * repeatedly.
- */
- keys[keyattno - 1] = palloc0(sizeof(ScanKey) * scan->numberOfKeys);
-
- /* First time this column, so look up consistent function */
- Assert(consistentFn[keyattno - 1].fn_oid == InvalidOid);
+ /* No key/null arrays for this attribute. */
+ Assert((keys[keyattno - 1] == NULL) && (nkeys[keyattno - 1] == 0));
+ Assert((nullkeys[keyattno - 1] == NULL) && (nnullkeys[keyattno - 1] == 0));
tmp = index_getprocinfo(idxRel, keyattno,
BRIN_PROCNUM_CONSISTENT);
@@ -469,9 +454,23 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
CurrentMemoryContext);
}
- /* Add key to the per-attribute array. */
- keys[keyattno - 1][nkeys[keyattno - 1]] = key;
- nkeys[keyattno - 1]++;
+ /* Add key to the proper per-attribute array. */
+ if (key->sk_flags & SK_ISNULL)
+ {
+ if (!nullkeys[keyattno - 1])
+ nullkeys[keyattno - 1] = palloc0(sizeof(ScanKey) * scan->numberOfKeys);
+
+ nullkeys[keyattno - 1][nnullkeys[keyattno - 1]] = key;
+ nnullkeys[keyattno - 1]++;
+ }
+ else
+ {
+ if (!keys[keyattno - 1])
+ keys[keyattno - 1] = palloc0(sizeof(ScanKey) * scan->numberOfKeys);
+
+ keys[keyattno - 1][nkeys[keyattno - 1]] = key;
+ nkeys[keyattno - 1]++;
+ }
}
/* allocate an initial in-memory tuple, out of the per-range memcxt */
@@ -549,15 +548,58 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
BrinValues *bval;
Datum add;
- /* skip attributes without any san keys */
- if (nkeys[attno - 1] == 0)
+ /*
+ * skip attributes without any scan keys (both regular and
+ * IS [NOT] NULL)
+ */
+ if (nkeys[attno - 1] == 0 && nnullkeys[attno - 1] == 0)
continue;
bval = &dtup->bt_columns[attno - 1];
+ /*
+ * First check if there are any IS [NOT] NULL scan keys,
+ * and if we're violating them. In that case we can
+ * terminate early, without invoking the support function.
+ *
+ * As there may be more keys, we can only detemine
+ * mismatch within this loop.
+ */
+ if (bdesc->bd_info[attno - 1]->oi_regular_nulls &&
+ !check_null_keys(bval, nullkeys[attno - 1],
+ nnullkeys[attno - 1]))
+ {
+ /*
+ * If any of the IS [NOT] NULL keys failed, the page
+ * range as a whole can't pass. So terminate the loop.
+ */
+ addrange = false;
+ break;
+ }
+
+ /*
+ * So either there are no IS [NOT] NULL keys, or all
+ * passed. If there are no regular scan keys, we're done -
+ * the page range matches. If there are regular keys, but
+ * the page range is marked as 'all nulls' it can't
+ * possibly pass (we're assuming the operators are
+ * strict).
+ */
+
+ /* No regular scan keys - page range as a whole passes. */
+ if (!nkeys[attno - 1])
+ continue;
+
Assert((nkeys[attno - 1] > 0) &&
(nkeys[attno - 1] <= scan->numberOfKeys));
+ /* If it is all nulls, it cannot possibly be consistent. */
+ if (bval->bv_allnulls)
+ {
+ addrange = false;
+ break;
+ }
+
/*
* Check whether the scan key is consistent with the page
* range values; if so, have the pages in the range added
@@ -703,7 +745,6 @@ brinbuildCallback(Relation index,
{
BrinBuildState *state = (BrinBuildState *) brstate;
BlockNumber thisblock;
- int i;
thisblock = ItemPointerGetBlockNumber(tid);
@@ -732,25 +773,8 @@ brinbuildCallback(Relation index,
}
/* Accumulate the current tuple into the running state */
- for (i = 0; i < state->bs_bdesc->bd_tupdesc->natts; i++)
- {
- FmgrInfo *addValue;
- BrinValues *col;
- Form_pg_attribute attr = TupleDescAttr(state->bs_bdesc->bd_tupdesc, i);
-
- col = &state->bs_dtuple->bt_columns[i];
- addValue = index_getprocinfo(index, i + 1,
- BRIN_PROCNUM_ADDVALUE);
-
- /*
- * Update dtuple state, if and as necessary.
- */
- FunctionCall4Coll(addValue,
- attr->attcollation,
- PointerGetDatum(state->bs_bdesc),
- PointerGetDatum(col),
- values[i], isnull[i]);
- }
+ (void) add_values_to_range(index, state->bs_bdesc, state->bs_dtuple,
+ values, isnull);
}
/*
@@ -1529,6 +1553,39 @@ union_tuples(BrinDesc *bdesc, BrinMemTuple *a, BrinTuple *b)
FmgrInfo *unionFn;
BrinValues *col_a = &a->bt_columns[keyno];
BrinValues *col_b = &db->bt_columns[keyno];
+ BrinOpcInfo *opcinfo = bdesc->bd_info[keyno];
+
+ if (opcinfo->oi_regular_nulls)
+ {
+ /* Adjust "hasnulls". */
+ if (!col_a->bv_hasnulls && col_b->bv_hasnulls)
+ col_a->bv_hasnulls = true;
+
+ /* If there are no values in B, there's nothing left to do. */
+ if (col_b->bv_allnulls)
+ continue;
+
+ /*
+ * Adjust "allnulls". If A doesn't have values, just copy the
+ * values from B into A, and we're done. We cannot run the
+ * operators in this case, because values in A might contain
+ * garbage. Note we already established that B contains values.
+ */
+ if (col_a->bv_allnulls)
+ {
+ int i;
+
+ col_a->bv_allnulls = false;
+
+ for (i = 0; i < opcinfo->oi_nstored; i++)
+ col_a->bv_values[i] =
+ datumCopy(col_b->bv_values[i],
+ opcinfo->oi_typcache[i]->typbyval,
+ opcinfo->oi_typcache[i]->typlen);
+
+ continue;
+ }
+ }
unionFn = index_getprocinfo(bdesc->bd_index, keyno + 1,
BRIN_PROCNUM_UNION);
@@ -1582,3 +1639,103 @@ brin_vacuum_scan(Relation idxrel, BufferAccessStrategy strategy)
*/
FreeSpaceMapVacuum(idxrel);
}
+
+static bool
+add_values_to_range(Relation idxRel, BrinDesc *bdesc, BrinMemTuple *dtup,
+ Datum *values, bool *nulls)
+{
+ int keyno;
+ bool modified = false;
+
+ /*
+ * Compare the key values of the new tuple to the stored index values; our
+ * deformed tuple will get updated if the new tuple doesn't fit the
+ * original range (note this means we can't break out of the loop early).
+ * Make a note of whether this happens, so that we know to insert the
+ * modified tuple later.
+ */
+ for (keyno = 0; keyno < bdesc->bd_tupdesc->natts; keyno++)
+ {
+ Datum result;
+ BrinValues *bval;
+ FmgrInfo *addValue;
+
+ bval = &dtup->bt_columns[keyno];
+
+ if (bdesc->bd_info[keyno]->oi_regular_nulls && nulls[keyno])
+ {
+ /*
+ * If the new value is null, we record that we saw it if it's the
+ * first one; otherwise, there's nothing to do.
+ */
+ if (!bval->bv_hasnulls)
+ {
+ bval->bv_hasnulls = true;
+ modified = true;
+ }
+
+ continue;
+ }
+
+ addValue = index_getprocinfo(idxRel, keyno + 1,
+ BRIN_PROCNUM_ADDVALUE);
+ result = FunctionCall4Coll(addValue,
+ idxRel->rd_indcollation[keyno],
+ PointerGetDatum(bdesc),
+ PointerGetDatum(bval),
+ values[keyno],
+ nulls[keyno]);
+ /* if that returned true, we need to insert the updated tuple */
+ modified |= DatumGetBool(result);
+ }
+
+ return modified;
+}
+
+static bool
+check_null_keys(BrinValues *bval, ScanKey *nullkeys, int nnullkeys)
+{
+ int keyno;
+
+ /*
+ * First check if there are any IS [NOT] NULL scan keys, and if we're
+ * violating them.
+ */
+ for (keyno = 0; keyno < nnullkeys; keyno++)
+ {
+ ScanKey key = nullkeys[keyno];
+
+ Assert(key->sk_attno == bval->bv_attno);
+
+ /* Handle only IS NULL/IS NOT NULL tests */
+ if (!(key->sk_flags & SK_ISNULL))
+ continue;
+
+ if (key->sk_flags & SK_SEARCHNULL)
+ {
+ /* IS NULL scan key, but range has no NULLs */
+ if (!bval->bv_allnulls && !bval->bv_hasnulls)
+ return false;
+ }
+ else if (key->sk_flags & SK_SEARCHNOTNULL)
+ {
+ /*
+ * For IS NOT NULL, we can only skip ranges that are known to have
+ * only nulls.
+ */
+ if (bval->bv_allnulls)
+ return false;
+ }
+ else
+ {
+ /*
+ * Neither IS NULL nor IS NOT NULL was used; assume all indexable
+ * operators are strict and thus return false with NULL value in
+ * the scan key.
+ */
+ return false;
+ }
+ }
+
+ return true;
+}
diff --git a/src/backend/access/brin/brin_inclusion.c b/src/backend/access/brin/brin_inclusion.c
index a260074c91..b17077703c 100644
--- a/src/backend/access/brin/brin_inclusion.c
+++ b/src/backend/access/brin/brin_inclusion.c
@@ -110,6 +110,7 @@ brin_inclusion_opcinfo(PG_FUNCTION_ARGS)
*/
result = palloc0(MAXALIGN(SizeofBrinOpcInfo(3)) + sizeof(InclusionOpaque));
result->oi_nstored = 3;
+ result->oi_regular_nulls = true;
result->oi_opaque = (InclusionOpaque *)
MAXALIGN((char *) result + SizeofBrinOpcInfo(3));
@@ -141,7 +142,7 @@ brin_inclusion_add_value(PG_FUNCTION_ARGS)
BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
Datum newval = PG_GETARG_DATUM(2);
- bool isnull = PG_GETARG_BOOL(3);
+ bool isnull PG_USED_FOR_ASSERTS_ONLY = PG_GETARG_BOOL(3);
Oid colloid = PG_GET_COLLATION();
FmgrInfo *finfo;
Datum result;
@@ -149,18 +150,7 @@ brin_inclusion_add_value(PG_FUNCTION_ARGS)
AttrNumber attno;
Form_pg_attribute attr;
- /*
- * If the new value is null, we record that we saw it if it's the first
- * one; otherwise, there's nothing to do.
- */
- if (isnull)
- {
- if (column->bv_hasnulls)
- PG_RETURN_BOOL(false);
-
- column->bv_hasnulls = true;
- PG_RETURN_BOOL(true);
- }
+ Assert(!isnull);
attno = column->bv_attno;
attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
@@ -268,52 +258,9 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
int nkeys = PG_GETARG_INT32(3);
Oid colloid = PG_GET_COLLATION();
int keyno;
- bool has_regular_keys = false;
-
- /* Handle IS NULL/IS NOT NULL tests */
- for (keyno = 0; keyno < nkeys; keyno++)
- {
- ScanKey key = keys[keyno];
- Assert(key->sk_attno == column->bv_attno);
-
- /* Skip regular scan keys (and remember that we have some). */
- if ((!key->sk_flags & SK_ISNULL))
- {
- has_regular_keys = true;
- continue;
- }
-
- if (key->sk_flags & SK_SEARCHNULL)
- {
- if (column->bv_allnulls || column->bv_hasnulls)
- continue; /* this key is fine, continue */
-
- PG_RETURN_BOOL(false);
- }
-
- /*
- * For IS NOT NULL, we can only skip ranges that are known to have
- * only nulls.
- */
- if (key->sk_flags & SK_SEARCHNOTNULL)
- {
- if (column->bv_allnulls)
- PG_RETURN_BOOL(false);
-
- continue;
- }
-
- /*
- * Neither IS NULL nor IS NOT NULL was used; assume all indexable
- * operators are strict and return false.
- */
- PG_RETURN_BOOL(false);
- }
-
- /* If there are no regular keys, the page range is considered consistent. */
- if (!has_regular_keys)
- PG_RETURN_BOOL(true);
+ /* make sure we got some scan keys */
+ Assert((nkeys > 0) && (keys != NULL));
/*
* If is all nulls, it cannot possibly be consistent (at this point we
@@ -331,9 +278,8 @@ brin_inclusion_consistent(PG_FUNCTION_ARGS)
{
ScanKey key = keys[keyno];
- /* Skip IS NULL/IS NOT NULL keys (already handled above). */
- if (key->sk_flags & SK_ISNULL)
- continue;
+ /* NULL keys are handled and filtered-out in bringetbitmap */
+ Assert(!(key->sk_flags & SK_ISNULL));
/*
* When there are multiple scan keys, failure to meet the criteria for
@@ -574,37 +520,11 @@ brin_inclusion_union(PG_FUNCTION_ARGS)
Datum result;
Assert(col_a->bv_attno == col_b->bv_attno);
-
- /* Adjust "hasnulls". */
- if (!col_a->bv_hasnulls && col_b->bv_hasnulls)
- col_a->bv_hasnulls = true;
-
- /* If there are no values in B, there's nothing left to do. */
- if (col_b->bv_allnulls)
- PG_RETURN_VOID();
+ Assert(!col_a->bv_allnulls && !col_b->bv_allnulls);
attno = col_a->bv_attno;
attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
- /*
- * Adjust "allnulls". If A doesn't have values, just copy the values from
- * B into A, and we're done. We cannot run the operators in this case,
- * because values in A might contain garbage. Note we already established
- * that B contains values.
- */
- if (col_a->bv_allnulls)
- {
- col_a->bv_allnulls = false;
- col_a->bv_values[INCLUSION_UNION] =
- datumCopy(col_b->bv_values[INCLUSION_UNION],
- attr->attbyval, attr->attlen);
- col_a->bv_values[INCLUSION_UNMERGEABLE] =
- col_b->bv_values[INCLUSION_UNMERGEABLE];
- col_a->bv_values[INCLUSION_CONTAINS_EMPTY] =
- col_b->bv_values[INCLUSION_CONTAINS_EMPTY];
- PG_RETURN_VOID();
- }
-
/* If B includes empty elements, mark A similarly, if needed. */
if (!DatumGetBool(col_a->bv_values[INCLUSION_CONTAINS_EMPTY]) &&
DatumGetBool(col_b->bv_values[INCLUSION_CONTAINS_EMPTY]))
diff --git a/src/backend/access/brin/brin_minmax.c b/src/backend/access/brin/brin_minmax.c
index e116084a02..330bed0487 100644
--- a/src/backend/access/brin/brin_minmax.c
+++ b/src/backend/access/brin/brin_minmax.c
@@ -48,6 +48,7 @@ brin_minmax_opcinfo(PG_FUNCTION_ARGS)
result = palloc0(MAXALIGN(SizeofBrinOpcInfo(2)) +
sizeof(MinmaxOpaque));
result->oi_nstored = 2;
+ result->oi_regular_nulls = true;
result->oi_opaque = (MinmaxOpaque *)
MAXALIGN((char *) result + SizeofBrinOpcInfo(2));
result->oi_typcache[0] = result->oi_typcache[1] =
@@ -69,7 +70,7 @@ brin_minmax_add_value(PG_FUNCTION_ARGS)
BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
Datum newval = PG_GETARG_DATUM(2);
- bool isnull = PG_GETARG_DATUM(3);
+ bool isnull PG_USED_FOR_ASSERTS_ONLY = PG_GETARG_DATUM(3);
Oid colloid = PG_GET_COLLATION();
FmgrInfo *cmpFn;
Datum compar;
@@ -77,18 +78,7 @@ brin_minmax_add_value(PG_FUNCTION_ARGS)
Form_pg_attribute attr;
AttrNumber attno;
- /*
- * If the new value is null, we record that we saw it if it's the first
- * one; otherwise, there's nothing to do.
- */
- if (isnull)
- {
- if (column->bv_hasnulls)
- PG_RETURN_BOOL(false);
-
- column->bv_hasnulls = true;
- PG_RETURN_BOOL(true);
- }
+ Assert(!isnull);
attno = column->bv_attno;
attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
@@ -156,52 +146,9 @@ brin_minmax_consistent(PG_FUNCTION_ARGS)
int nkeys = PG_GETARG_INT32(3);
Oid colloid = PG_GET_COLLATION();
int keyno;
- bool has_regular_keys = false;
-
- /* handle IS NULL/IS NOT NULL tests */
- for (keyno = 0; keyno < nkeys; keyno++)
- {
- ScanKey key = keys[keyno];
-
- Assert(key->sk_attno == column->bv_attno);
-
- /* Skip regular scan keys (and remember that we have some). */
- if ((!key->sk_flags & SK_ISNULL))
- {
- has_regular_keys = true;
- continue;
- }
- if (key->sk_flags & SK_SEARCHNULL)
- {
- if (column->bv_allnulls || column->bv_hasnulls)
- continue; /* this key is fine, continue */
-
- PG_RETURN_BOOL(false);
- }
-
- /*
- * For IS NOT NULL, we can only skip ranges that are known to have
- * only nulls.
- */
- if (key->sk_flags & SK_SEARCHNOTNULL)
- {
- if (column->bv_allnulls)
- PG_RETURN_BOOL(false);
-
- continue;
- }
-
- /*
- * Neither IS NULL nor IS NOT NULL was used; assume all indexable
- * operators are strict and return false.
- */
- PG_RETURN_BOOL(false);
- }
-
- /* If there are no regular keys, the page range is considered consistent. */
- if (!has_regular_keys)
- PG_RETURN_BOOL(true);
+ /* make sure we got some scan keys */
+ Assert((nkeys > 0) && (keys != NULL));
/*
* If is all nulls, it cannot possibly be consistent (at this point we
@@ -215,9 +162,8 @@ brin_minmax_consistent(PG_FUNCTION_ARGS)
{
ScanKey key = keys[keyno];
- /* ignore IS NULL/IS NOT NULL tests handled above */
- if (key->sk_flags & SK_ISNULL)
- continue;
+ /* NULL keys are handled and filtered-out in bringetbitmap */
+ Assert(!(key->sk_flags & SK_ISNULL));
/*
* When there are multiple scan keys, failure to meet the criteria for
@@ -307,34 +253,11 @@ brin_minmax_union(PG_FUNCTION_ARGS)
bool needsadj;
Assert(col_a->bv_attno == col_b->bv_attno);
-
- /* Adjust "hasnulls" */
- if (!col_a->bv_hasnulls && col_b->bv_hasnulls)
- col_a->bv_hasnulls = true;
-
- /* If there are no values in B, there's nothing left to do */
- if (col_b->bv_allnulls)
- PG_RETURN_VOID();
+ Assert(!col_a->bv_allnulls && !col_b->bv_allnulls);
attno = col_a->bv_attno;
attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
- /*
- * Adjust "allnulls". If A doesn't have values, just copy the values from
- * B into A, and we're done. We cannot run the operators in this case,
- * because values in A might contain garbage. Note we already established
- * that B contains values.
- */
- if (col_a->bv_allnulls)
- {
- col_a->bv_allnulls = false;
- col_a->bv_values[0] = datumCopy(col_b->bv_values[0],
- attr->attbyval, attr->attlen);
- col_a->bv_values[1] = datumCopy(col_b->bv_values[1],
- attr->attbyval, attr->attlen);
- PG_RETURN_VOID();
- }
-
/* Adjust minimum, if B's min is less than A's min */
finfo = minmax_get_strategy_procinfo(bdesc, attno, attr->atttypid,
BTLessStrategyNumber);
diff --git a/src/include/access/brin_internal.h b/src/include/access/brin_internal.h
index 78c89a6961..79440ebe7b 100644
--- a/src/include/access/brin_internal.h
+++ b/src/include/access/brin_internal.h
@@ -27,6 +27,9 @@ typedef struct BrinOpcInfo
/* Number of columns stored in an index column of this opclass */
uint16 oi_nstored;
+ /* Regular processing of NULLs in BrinValues? */
+ bool oi_regular_nulls;
+
/* Opaque pointer for the opclass' private use */
void *oi_opaque;
--
2.26.2
[text/x-patch] 0005-Optimize-allocations-in-bringetbitmap-20210305.patch (4.5K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/6-0005-Optimize-allocations-in-bringetbitmap-20210305.patch)
download | inline diff:
From 2daa24a226ff56073f39624664d9f3336ce42209 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas@2ndquadrant.com>
Date: Tue, 2 Mar 2021 19:57:27 +0100
Subject: [PATCH 5/8] Optimize allocations in bringetbitmap
The bringetbitmap function allocates memory for various purposes, which
may be quite expensive, depending on the number of scan keys. Instead of
allocating them separately, allocate one bit chunk of memory an carve it
into smaller pieces as needed - all the pieces have the same lifespan,
and it saves quite a bit of CPU and memory overhead.
Author: Tomas Vondra <tomas.vondra@2ndquadrant.com>
Discussion: https://postgr.es/m/c1138ead-7668-f0e1-0638-c3be3237e812@2ndquadrant.com
---
src/backend/access/brin/brin.c | 60 ++++++++++++++++++++++++++--------
1 file changed, 47 insertions(+), 13 deletions(-)
diff --git a/src/backend/access/brin/brin.c b/src/backend/access/brin/brin.c
index 9f2656b8d9..1f82e965f9 100644
--- a/src/backend/access/brin/brin.c
+++ b/src/backend/access/brin/brin.c
@@ -373,6 +373,9 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
int *nkeys,
*nnullkeys;
int keyno;
+ char *ptr;
+ Size len;
+ char *tmp PG_USED_FOR_ASSERTS_ONLY;
opaque = (BrinOpaque *) scan->opaque;
bdesc = opaque->bo_bdesc;
@@ -402,15 +405,52 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
* We keep null and regular keys separate, so that we can pass just the
* regular keys to the consistent function easily.
*
+ * To reduce the allocation overhead, we allocate one big chunk and then
+ * carve it into smaller arrays ourselves. All the pieces have exactly the
+ * same lifetime, so that's OK.
+ *
* XXX The widest table can have ~1600 attributes, so this may allocate a
* couple kilobytes of memory). We could invent a more compact approach
* (with just space for used attributes) but that would make the matching
* more complicated, so it may not be a win.
*/
- keys = palloc0(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
- nullkeys = palloc0(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
- nkeys = palloc0(sizeof(int) * bdesc->bd_tupdesc->natts);
- nnullkeys = palloc0(sizeof(int) * bdesc->bd_tupdesc->natts);
+ len =
+ MAXALIGN(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts) + /* regular keys */
+ MAXALIGN(sizeof(ScanKey) * scan->numberOfKeys) * bdesc->bd_tupdesc->natts +
+ MAXALIGN(sizeof(int) * bdesc->bd_tupdesc->natts) +
+ MAXALIGN(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts) + /* NULL keys */
+ MAXALIGN(sizeof(ScanKey) * scan->numberOfKeys) * bdesc->bd_tupdesc->natts +
+ MAXALIGN(sizeof(int) * bdesc->bd_tupdesc->natts);
+
+ ptr = palloc(len);
+ tmp = ptr;
+
+ keys = (ScanKey **) ptr;
+ ptr += MAXALIGN(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
+
+ nullkeys = (ScanKey **) ptr;
+ ptr += MAXALIGN(sizeof(ScanKey *) * bdesc->bd_tupdesc->natts);
+
+ nkeys = (int *) ptr;
+ ptr += MAXALIGN(sizeof(int) * bdesc->bd_tupdesc->natts);
+
+ nnullkeys = (int *) ptr;
+ ptr += MAXALIGN(sizeof(int) * bdesc->bd_tupdesc->natts);
+
+ for (int i = 0; i < bdesc->bd_tupdesc->natts; i++)
+ {
+ keys[i] = (ScanKey *) ptr;
+ ptr += MAXALIGN(sizeof(ScanKey) * scan->numberOfKeys);
+
+ nullkeys[i] = (ScanKey *) ptr;
+ ptr += MAXALIGN(sizeof(ScanKey) * scan->numberOfKeys);
+ }
+
+ Assert(tmp + len == ptr);
+
+ /* zero the number of keys */
+ memset(nkeys, 0, sizeof(int) * bdesc->bd_tupdesc->natts);
+ memset(nnullkeys, 0, sizeof(int) * bdesc->bd_tupdesc->natts);
/*
* Preprocess the scan keys - split them into per-attribute arrays.
@@ -444,9 +484,9 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
{
FmgrInfo *tmp;
- /* No key/null arrays for this attribute. */
- Assert((keys[keyattno - 1] == NULL) && (nkeys[keyattno - 1] == 0));
- Assert((nullkeys[keyattno - 1] == NULL) && (nnullkeys[keyattno - 1] == 0));
+ /* First time we see this attribute, so no key/null keys. */
+ Assert(nkeys[keyattno - 1] == 0);
+ Assert(nnullkeys[keyattno - 1] == 0);
tmp = index_getprocinfo(idxRel, keyattno,
BRIN_PROCNUM_CONSISTENT);
@@ -457,17 +497,11 @@ bringetbitmap(IndexScanDesc scan, TIDBitmap *tbm)
/* Add key to the proper per-attribute array. */
if (key->sk_flags & SK_ISNULL)
{
- if (!nullkeys[keyattno - 1])
- nullkeys[keyattno - 1] = palloc0(sizeof(ScanKey) * scan->numberOfKeys);
-
nullkeys[keyattno - 1][nnullkeys[keyattno - 1]] = key;
nnullkeys[keyattno - 1]++;
}
else
{
- if (!keys[keyattno - 1])
- keys[keyattno - 1] = palloc0(sizeof(ScanKey) * scan->numberOfKeys);
-
keys[keyattno - 1][nkeys[keyattno - 1]] = key;
nkeys[keyattno - 1]++;
}
--
2.26.2
[text/x-patch] 0006-BRIN-bloom-indexes-20210305.patch (127.5K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/7-0006-BRIN-bloom-indexes-20210305.patch)
download | inline diff:
From 30b65ec54e05acbbbde7cd2e20bfb231df7b2604 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas.vondra@postgresql.org>
Date: Wed, 16 Dec 2020 21:24:41 +0100
Subject: [PATCH 6/8] BRIN bloom indexes
Adds a BRIN opclass using a Bloom filter to summarize the range. BRIN
indexes using the new opclasses only allow equality queries, but that
works for data like UUID, MAC addresses etc. for which range queries are
not very common (and the data look random, making BRIN minmax indexes
inefficient anyway).
BRIN bloom opclasses allow specifying the usual Bloom parameters, like
expected number of distinct values (in the BRIN range) and desired
false positive rate.
The opclasses store 32-bit hashes of the values, not the raw indexed
values. This assumes the hash functions for data types has low number
of collisions, good performance etc. Collisions are not a huge issue
though, because the number of values in a BRIN ranges is fairly small.
Author: Tomas Vondra <tomas.vondra@2ndquadrant.com>
Reviewed-by: Alvaro Herrera <alvherre@2ndquadrant.com>
Reviewed-by: Alexander Korotkov <aekorotkov@gmail.com>
Reviewed-by: Sokolov Yura <y.sokolov@postgrespro.ru>
Reviewed-by: John Naylor <john.naylor@enterprisedb.com>
Discussion: https://postgr.es/m/c1138ead-7668-f0e1-0638-c3be3237e812@2ndquadrant.com
Discussion: https://postgr.es/m/5d78b774-7e9c-c94e-12cf-fef51cc89b1a%402ndquadrant.com
---
doc/src/sgml/brin.sgml | 178 +++++
doc/src/sgml/ref/create_index.sgml | 31 +
src/backend/access/brin/Makefile | 1 +
src/backend/access/brin/brin_bloom.c | 787 ++++++++++++++++++++++
src/include/access/brin.h | 2 +
src/include/access/brin_internal.h | 4 +
src/include/catalog/pg_amop.dat | 116 ++++
src/include/catalog/pg_amproc.dat | 447 ++++++++++++
src/include/catalog/pg_opclass.dat | 72 ++
src/include/catalog/pg_opfamily.dat | 38 ++
src/include/catalog/pg_proc.dat | 34 +
src/include/catalog/pg_type.dat | 7 +-
src/test/regress/expected/brin_bloom.out | 428 ++++++++++++
src/test/regress/expected/opr_sanity.out | 3 +-
src/test/regress/expected/psql.out | 3 +-
src/test/regress/expected/type_sanity.out | 7 +-
src/test/regress/parallel_schedule | 5 +
src/test/regress/serial_schedule | 1 +
src/test/regress/sql/brin_bloom.sql | 376 +++++++++++
19 files changed, 2534 insertions(+), 6 deletions(-)
create mode 100644 src/backend/access/brin/brin_bloom.c
create mode 100644 src/test/regress/expected/brin_bloom.out
create mode 100644 src/test/regress/sql/brin_bloom.sql
diff --git a/doc/src/sgml/brin.sgml b/doc/src/sgml/brin.sgml
index 4420794e5b..577dd18c49 100644
--- a/doc/src/sgml/brin.sgml
+++ b/doc/src/sgml/brin.sgml
@@ -128,6 +128,10 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
</row>
</thead>
<tbody>
+ <row>
+ <entry valign="middle"><literal>int8_bloom_ops</literal></entry>
+ <entry><literal>= (bit,bit)</literal></entry>
+ </row>
<row>
<entry valign="middle" morerows="4"><literal>bit_minmax_ops</literal></entry>
<entry><literal>= (bit,bit)</literal></entry>
@@ -154,6 +158,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>|&> (box,box)</literal></entry></row>
<row><entry><literal>|>> (box,box)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>bpchar_bloom_ops</literal></entry>
+ <entry><literal>= (character,character)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>bpchar_minmax_ops</literal></entry>
<entry><literal>= (character,character)</literal></entry>
@@ -163,6 +172,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (character,character)</literal></entry></row>
<row><entry><literal>>= (character,character)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>bytea_bloom_ops</literal></entry>
+ <entry><literal>= (bytea,bytea)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>bytea_minmax_ops</literal></entry>
<entry><literal>= (bytea,bytea)</literal></entry>
@@ -172,6 +186,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (bytea,bytea)</literal></entry></row>
<row><entry><literal>>= (bytea,bytea)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>char_bloom_ops</literal></entry>
+ <entry><literal>= ("char","char")</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>char_minmax_ops</literal></entry>
<entry><literal>= ("char","char")</literal></entry>
@@ -181,6 +200,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> ("char","char")</literal></entry></row>
<row><entry><literal>>= ("char","char")</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>date_bloom_ops</literal></entry>
+ <entry><literal>= (date,date)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>date_minmax_ops</literal></entry>
<entry><literal>= (date,date)</literal></entry>
@@ -190,6 +214,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (date,date)</literal></entry></row>
<row><entry><literal>>= (date,date)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>float4_bloom_ops</literal></entry>
+ <entry><literal>= (float4,float4)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>float4_minmax_ops</literal></entry>
<entry><literal>= (float4,float4)</literal></entry>
@@ -199,6 +228,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (float4,float4)</literal></entry></row>
<row><entry><literal>>= (float4,float4)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>float8_bloom_ops</literal></entry>
+ <entry><literal>= (float8,float8)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>float8_minmax_ops</literal></entry>
<entry><literal>= (float8,float8)</literal></entry>
@@ -218,6 +252,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>= (inet,inet)</literal></entry></row>
<row><entry><literal>&& (inet,inet)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>inet_bloom_ops</literal></entry>
+ <entry><literal>= (inet,inet)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>inet_minmax_ops</literal></entry>
<entry><literal>= (inet,inet)</literal></entry>
@@ -227,6 +266,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (inet,inet)</literal></entry></row>
<row><entry><literal>>= (inet,inet)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>int2_bloom_ops</literal></entry>
+ <entry><literal>= (int2,int2)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>int2_minmax_ops</literal></entry>
<entry><literal>= (int2,int2)</literal></entry>
@@ -236,6 +280,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (int2,int2)</literal></entry></row>
<row><entry><literal>>= (int2,int2)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>int4_bloom_ops</literal></entry>
+ <entry><literal>= (int4,int4)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>int4_minmax_ops</literal></entry>
<entry><literal>= (int4,int4)</literal></entry>
@@ -245,6 +294,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (int4,int4)</literal></entry></row>
<row><entry><literal>>= (int4,int4)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>int8_bloom_ops</literal></entry>
+ <entry><literal>= (bigint,bigint)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>int8_minmax_ops</literal></entry>
<entry><literal>= (bigint,bigint)</literal></entry>
@@ -254,6 +308,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (bigint,bigint)</literal></entry></row>
<row><entry><literal>>= (bigint,bigint)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>interval_bloom_ops</literal></entry>
+ <entry><literal>= (interval,interval)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>interval_minmax_ops</literal></entry>
<entry><literal>= (interval,interval)</literal></entry>
@@ -263,6 +322,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (interval,interval)</literal></entry></row>
<row><entry><literal>>= (interval,interval)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>macaddr_bloom_ops</literal></entry>
+ <entry><literal>= (macaddr,macaddr)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>macaddr_minmax_ops</literal></entry>
<entry><literal>= (macaddr,macaddr)</literal></entry>
@@ -272,6 +336,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (macaddr,macaddr)</literal></entry></row>
<row><entry><literal>>= (macaddr,macaddr)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>macaddr8_bloom_ops</literal></entry>
+ <entry><literal>= (macaddr8,macaddr8)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>macaddr8_minmax_ops</literal></entry>
<entry><literal>= (macaddr8,macaddr8)</literal></entry>
@@ -281,6 +350,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (macaddr8,macaddr8)</literal></entry></row>
<row><entry><literal>>= (macaddr8,macaddr8)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>name_bloom_ops</literal></entry>
+ <entry><literal>= (name,name)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>name_minmax_ops</literal></entry>
<entry><literal>= (name,name)</literal></entry>
@@ -290,6 +364,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (name,name)</literal></entry></row>
<row><entry><literal>>= (name,name)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>numeric_bloom_ops</literal></entry>
+ <entry><literal>= (numeric,numeric)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>numeric_minmax_ops</literal></entry>
<entry><literal>= (numeric,numeric)</literal></entry>
@@ -299,6 +378,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (numeric,numeric)</literal></entry></row>
<row><entry><literal>>= (numeric,numeric)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>oid_bloom_ops</literal></entry>
+ <entry><literal>= (oid,oid)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>oid_minmax_ops</literal></entry>
<entry><literal>= (oid,oid)</literal></entry>
@@ -308,6 +392,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (oid,oid)</literal></entry></row>
<row><entry><literal>>= (oid,oid)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>pg_lsn_bloom_ops</literal></entry>
+ <entry><literal>= (pg_lsn,pg_lsn)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>pg_lsn_minmax_ops</literal></entry>
<entry><literal>= (pg_lsn,pg_lsn)</literal></entry>
@@ -335,6 +424,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>&> (anyrange,anyrange)</literal></entry></row>
<row><entry><literal>-|- (anyrange,anyrange)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>text_bloom_ops</literal></entry>
+ <entry><literal>= (text,text)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>text_minmax_ops</literal></entry>
<entry><literal>= (text,text)</literal></entry>
@@ -344,6 +438,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (text,text)</literal></entry></row>
<row><entry><literal>>= (text,text)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>tid_bloom_ops</literal></entry>
+ <entry><literal>= (tid,tid)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>tid_minmax_ops</literal></entry>
<entry><literal>= (tid,tid)</literal></entry>
@@ -353,6 +452,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (tid,tid)</literal></entry></row>
<row><entry><literal>>= (tid,tid)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>timestamp_bloom_ops</literal></entry>
+ <entry><literal>= (timestamp,timestamp)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>timestamp_minmax_ops</literal></entry>
<entry><literal>= (timestamp,timestamp)</literal></entry>
@@ -362,6 +466,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (timestamp,timestamp)</literal></entry></row>
<row><entry><literal>>= (timestamp,timestamp)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>timestamptz_bloom_ops</literal></entry>
+ <entry><literal>= (timestamptz,timestamptz)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>timestamptz_minmax_ops</literal></entry>
<entry><literal>= (timestamptz,timestamptz)</literal></entry>
@@ -371,6 +480,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (timestamptz,timestamptz)</literal></entry></row>
<row><entry><literal>>= (timestamptz,timestamptz)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>time_bloom_ops</literal></entry>
+ <entry><literal>= (time,time)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>time_minmax_ops</literal></entry>
<entry><literal>= (time,time)</literal></entry>
@@ -380,6 +494,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (time,time)</literal></entry></row>
<row><entry><literal>>= (time,time)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>timetz_bloom_ops</literal></entry>
+ <entry><literal>= (timetz,timetz)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>timetz_minmax_ops</literal></entry>
<entry><literal>= (timetz,timetz)</literal></entry>
@@ -389,6 +508,11 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (timetz,timetz)</literal></entry></row>
<row><entry><literal>>= (timetz,timetz)</literal></entry></row>
+ <row>
+ <entry valign="middle"><literal>uuid_bloom_ops</literal></entry>
+ <entry><literal>= (uuid,uuid)</literal></entry>
+ </row>
+
<row>
<entry valign="middle" morerows="4"><literal>uuid_minmax_ops</literal></entry>
<entry><literal>= (uuid,uuid)</literal></entry>
@@ -779,6 +903,60 @@ typedef struct BrinOpcInfo
function can improve index performance.
</para>
+ <para>
+ To write an operator class for a data type that implements only an equality
+ operator and supports hashing, it is possible to use the bloom support procedures
+ alongside the corresponding operators, as shown in
+ <xref linkend="brin-extensibility-bloom-table"/>.
+ All operator class members (procedures and operators) are mandatory.
+ </para>
+
+ <table id="brin-extensibility-bloom-table">
+ <title>Procedure and Support Numbers for Bloom Operator Classes</title>
+ <tgroup cols="2">
+ <thead>
+ <row>
+ <entry>Operator class member</entry>
+ <entry>Object</entry>
+ </row>
+ </thead>
+ <tbody>
+ <row>
+ <entry>Support Procedure 1</entry>
+ <entry>internal function <function>brin_bloom_opcinfo()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 2</entry>
+ <entry>internal function <function>brin_bloom_add_value()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 3</entry>
+ <entry>internal function <function>brin_bloom_consistent()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 4</entry>
+ <entry>internal function <function>brin_bloom_union()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 11</entry>
+ <entry>function to compute hash of an element</entry>
+ </row>
+ <row>
+ <entry>Operator Strategy 1</entry>
+ <entry>operator equal-to</entry>
+ </row>
+ </tbody>
+ </tgroup>
+ </table>
+
+ <para>
+ Support procedure numbers 1-10 are reserved for the BRIN internal
+ functions, so the SQL level functions start with number 11. Support
+ function number 11 is the main function required to build the index.
+ It should accept one argument with the same data type as the operator class,
+ and return a hash of the value.
+ </para>
+
<para>
Both minmax and inclusion operator classes support cross-data-type
operators, though with these the dependencies become more complicated.
diff --git a/doc/src/sgml/ref/create_index.sgml b/doc/src/sgml/ref/create_index.sgml
index 965dcf472c..a45691873c 100644
--- a/doc/src/sgml/ref/create_index.sgml
+++ b/doc/src/sgml/ref/create_index.sgml
@@ -581,6 +581,37 @@ CREATE [ UNIQUE ] INDEX [ CONCURRENTLY ] [ [ IF NOT EXISTS ] <replaceable class=
</para>
</listitem>
</varlistentry>
+
+ <varlistentry>
+ <term><literal>n_distinct_per_range</literal></term>
+ <listitem>
+ <para>
+ Defines the estimated number of distinct non-null values in the block
+ range, used by <acronym>BRIN</acronym> bloom indexes for sizing of the
+ Bloom filter. It behaves similarly to <literal>n_distinct</literal> option
+ for <xref linkend="sql-altertable"/>. When set to a positive value,
+ each block range is assumed to contain this number of distinct non-null
+ values. When set to a negative value, which must be greater than or
+ equal to -1, the number of distinct non-null is assumed linear with
+ the maximum possible number of tuples in the block range (about 290
+ rows per block). The default value is <literal>-0.1</literal>, and
+ the minimum number of distinct non-null values is <literal>16</literal>.
+ </para>
+ </listitem>
+ </varlistentry>
+
+ <varlistentry>
+ <term><literal>false_positive_rate</literal></term>
+ <listitem>
+ <para>
+ Defines the desired false positive rate used by <acronym>BRIN</acronym>
+ bloom indexes for sizing of the Bloom filter. The values must be be
+ greater than 0.0 and smaller than 1.0. The default value is 0.01,
+ which is 1% false positive rate.
+ </para>
+ </listitem>
+ </varlistentry>
+
</variablelist>
</refsect2>
diff --git a/src/backend/access/brin/Makefile b/src/backend/access/brin/Makefile
index 468e1e289a..6b56131215 100644
--- a/src/backend/access/brin/Makefile
+++ b/src/backend/access/brin/Makefile
@@ -14,6 +14,7 @@ include $(top_builddir)/src/Makefile.global
OBJS = \
brin.o \
+ brin_bloom.o \
brin_inclusion.o \
brin_minmax.o \
brin_pageops.o \
diff --git a/src/backend/access/brin/brin_bloom.c b/src/backend/access/brin/brin_bloom.c
new file mode 100644
index 0000000000..4494484b3b
--- /dev/null
+++ b/src/backend/access/brin/brin_bloom.c
@@ -0,0 +1,787 @@
+/*
+ * brin_bloom.c
+ * Implementation of Bloom opclass for BRIN
+ *
+ * Portions Copyright (c) 1996-2017, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ *
+ * A BRIN opclass summarizing page range into a bloom filter.
+ *
+ * Bloom filters allow efficient testing whether a given page range contains
+ * a particular value. Therefore, if we summarize each page range into a
+ * bloom filter, we can easily and cheaply test whether it contains values
+ * we get later.
+ *
+ * The index only supports equality operators, similarly to hash indexes.
+ * BRIN bloom indexes are however much smaller, and support only bitmap
+ * scans.
+ *
+ * Note: Don't confuse this with bloom indexes, implemented in a contrib
+ * module. That extension implements an entirely new AM, building a bloom
+ * filter on multiple columns in a single row. This opclass works with an
+ * existing AM (BRIN) and builds bloom filter on a column.
+ *
+ *
+ * values vs. hashes
+ * -----------------
+ *
+ * The original column values are not used directly, but are first hashed
+ * using the regular type-specific hash function, producing a uint32 hash.
+ * And this hash value is then added to the summary - i.e. it's hashed
+ * again and added to the bloom filter.
+ *
+ * This allows the code to treat all data types (byval/byref/...) the same
+ * way, with only minimal space requirements, because we're working with
+ * hashes and not the original values. Everything is uint32.
+ *
+ * Of course, this assumes the built-in hash function is reasonably good,
+ * without too many collisions etc. But that does seem to be the case, at
+ * least based on past experience. After all, the same hash functions are
+ * used for hash indexes, hash partitioning and so on.
+ *
+ *
+ * sizing the bloom filter
+ * -----------------------
+ *
+ * Size of a bloom filter depends on the number of distinct values we will
+ * store in it, and the desired false positive rate. The higher the number
+ * of distinct values and/or the lower the false positive rate, the larger
+ * the bloom filter. On the other hand, we want to keep the index as small
+ * as possible - that's one of the basic advantages of BRIN indexes.
+ *
+ * Although the number of distinct elements (in a page range) depends on
+ * the data, we can consider it fixed. This simplifies the trade-off to
+ * just false positive rate vs. size.
+ *
+ * At the page range level, false positive rate is a probability the bloom
+ * filter matches a random value. For the whole index (with sufficiently
+ * many page ranges) it represents the fraction of the index ranges (and
+ * thus fraction of the table to be scanned) matching the random value.
+ *
+ * Furthermore, the size of the bloom filter is subject to implementation
+ * limits - it has to fit onto a single index page (8kB by default). As
+ * the bitmap is inherently random, compression can't reliably help here.
+ * To reduce the size of a filter (to fit to a page), we have to either
+ * accept higher false positive rate (undesirable), or reduce the number
+ * of distinct items to be stored in the filter. We can't alter the input
+ * data, of course, but we may make the BRIN page ranges smaller - instead
+ * of the default 128 pages (1MB) we may build index with 16-page ranges,
+ * or something like that. This does help even for random data sets, as
+ * the number of rows per heap page is limited (to ~290 with very narrow
+ * tables, likely ~20 in practice).
+ *
+ * Of course, good sizing decisions depend on having the necessary data,
+ * i.e. number of distinct values in a page range (of a given size) and
+ * table size (to estimate cost change due to change in false positive
+ * rate due to having larger index vs. scanning larger indexes). We may
+ * not have that data - for example when building an index on empty table
+ * it's not really possible. And for some data we only have estimates for
+ * the whole table and we can only estimate per-range values (ndistinct).
+ *
+ * Another challenge is that while the bloom filter is per-column, it's
+ * the whole index tuple that has to fit into a page. And for multi-column
+ * indexes that may include pieces we have no control over (not necessarily
+ * bloom filters, the other columns may use other BRIN opclasses). So it's
+ * not entirely clear how to distrubute the space between those columns.
+ *
+ * The current logic, implemented in brin_bloom_get_ndistinct, attempts to
+ * make some basic sizing decisions, based on the size of BRIN ranges, and
+ * the maximum number of rows per range.
+ *
+ *
+ * IDENTIFICATION
+ * src/backend/access/brin/brin_bloom.c
+ */
+#include "postgres.h"
+
+#include "access/genam.h"
+#include "access/brin.h"
+#include "access/brin_internal.h"
+#include "access/brin_page.h"
+#include "access/brin_tuple.h"
+#include "access/hash.h"
+#include "access/htup_details.h"
+#include "access/reloptions.h"
+#include "access/stratnum.h"
+#include "catalog/pg_type.h"
+#include "catalog/pg_amop.h"
+#include "utils/builtins.h"
+#include "utils/datum.h"
+#include "utils/lsyscache.h"
+#include "utils/rel.h"
+#include "utils/syscache.h"
+
+#include <math.h>
+
+#define BloomEqualStrategyNumber 1
+
+/*
+ * Additional SQL level support functions
+ *
+ * Procedure numbers must not use values reserved for BRIN itself; see
+ * brin_internal.h.
+ */
+#define BLOOM_MAX_PROCNUMS 1 /* maximum support procs we need */
+#define PROCNUM_HASH 11 /* required */
+
+/*
+ * Subtract this from procnum to obtain index in BloomOpaque arrays
+ * (Must be equal to minimum of private procnums).
+ */
+#define PROCNUM_BASE 11
+
+/*
+ * Storage type for BRIN's reloptions.
+ */
+typedef struct BloomOptions
+{
+ int32 vl_len_; /* varlena header (do not touch directly!) */
+ double nDistinctPerRange; /* number of distinct values per range */
+ double falsePositiveRate; /* false positive for bloom filter */
+} BloomOptions;
+
+/*
+ * The current min value (16) is somewhat arbitrary, but it's based
+ * on the fact that the filter header is ~20B alone, which is about
+ * the same as the filter bitmap for 16 distinct items with 1% false
+ * positive rate. So by allowing lower values we'd not gain much. In
+ * any case, the min should not be larger than MaxHeapTuplesPerPage
+ * (~290), which is the theoretical maximum for single-page ranges.
+ */
+#define BLOOM_MIN_NDISTINCT_PER_RANGE 16
+
+/*
+ * Used to determine number of distinct items, based on the number of rows
+ * in a page range. The 10% is somewhat similar to what estimate_num_groups
+ * does, so we use the same factor here.
+ */
+#define BLOOM_DEFAULT_NDISTINCT_PER_RANGE -0.1 /* 10% of values */
+
+/*
+ * Allowed range and default value for the false positive range. The exact
+ * values are somewhat arbitrary, but were chosen considering the various
+ * parameters (size of filter vs. page size, etc.).
+ *
+ * The lower the false-positive rate, the more accurate the filter is, but
+ * it also gets larger - at some point this eliminates the main advantage
+ * of BRIN indexes, which is the tiny size. At 0.01% the index is about
+ * 10% of the table (assuming 290 distinct values per 8kB page).
+ *
+ * On the other hand, as the false-positive rate increases, larger part of
+ * the table has to be scanned due to mismatches - at 25% we're probably
+ * close to sequential scan being cheaper.
+ */
+#define BLOOM_MIN_FALSE_POSITIVE_RATE 0.0001 /* 0.01% fp rate */
+#define BLOOM_MAX_FALSE_POSITIVE_RATE 0.25 /* 25% fp rate */
+#define BLOOM_DEFAULT_FALSE_POSITIVE_RATE 0.01 /* 1% fp rate */
+
+#define BloomGetNDistinctPerRange(opts) \
+ ((opts) && (((BloomOptions *) (opts))->nDistinctPerRange != 0) ? \
+ (((BloomOptions *) (opts))->nDistinctPerRange) : \
+ BLOOM_DEFAULT_NDISTINCT_PER_RANGE)
+
+#define BloomGetFalsePositiveRate(opts) \
+ ((opts) && (((BloomOptions *) (opts))->falsePositiveRate != 0.0) ? \
+ (((BloomOptions *) (opts))->falsePositiveRate) : \
+ BLOOM_DEFAULT_FALSE_POSITIVE_RATE)
+
+
+#define BloomMaxFilterSize \
+ MAXALIGN_DOWN(BLCKSZ - \
+ (MAXALIGN(SizeOfPageHeaderData + \
+ sizeof(ItemIdData)) + \
+ MAXALIGN(sizeof(BrinSpecialSpace)) + \
+ SizeOfBrinTuple))
+
+
+/*
+ * Bloom Filter
+ *
+ * Represents a bloom filter, built on hashes of the indexed values. That is,
+ * we compute a uint32 hash of the value, and then store this hash into the
+ * bloom filter (and compute additional hashes on it).
+ *
+ * To calculate the additional hashes (treating the uint32 hash as an input
+ * value), we use the approach with two hash functions from this paper:
+ *
+ * Less Hashing, Same Performance:Building a Better Bloom Filter
+ * Adam Kirsch, Michael Mitzenmacher†, Harvard School of Engineering and
+ * Applied Sciences, Cambridge, Massachusetts [DOI 10.1002/rsa.20208]
+ *
+ * The two hash functions are calculated using hard-coded seeds.
+ *
+ * XXX We could implement "sparse" bloom filters, keeping only the bytes
+ * that are not entirely 0. But while indexes don't support TOAST, the
+ * varlena can still be compressed. So this seems unnecessary.
+ *
+ * XXX We can also watch the number of bits set in the bloom filter, and
+ * then stop using it (and not store the bitmap, to save space) when the
+ * false positive rate gets too high. But even if the false positive rate
+ * exceeds the desired value, it still can eliminate some page ranges.
+ */
+typedef struct BloomFilter
+{
+ /* varlena header (do not touch directly!) */
+ int32 vl_len_;
+
+ /* space for various flags (unused for now) */
+ uint16 flags;
+
+ /* fields for the HASHED phase */
+ uint8 nhashes; /* number of hash functions */
+ uint32 nbits; /* number of bits in the bitmap (size) */
+ uint32 nbits_set; /* number of bits set to 1 */
+
+ /* data of the bloom filter */
+ char data[FLEXIBLE_ARRAY_MEMBER];
+
+} BloomFilter;
+
+
+/*
+ * bloom_init
+ * Initialize the Bloom Filter, allocate all the memory.
+ *
+ * The filter is initialized with optimal size for ndistinct expected
+ * values, and requested false positive rate. The filter is stored as
+ * varlena.
+ */
+static BloomFilter *
+bloom_init(int ndistinct, double false_positive_rate)
+{
+ Size len;
+ BloomFilter *filter;
+
+ int nbits; /* size of filter / number of bits */
+ int nbytes; /* size of filter / number of bytes */
+
+ double k; /* number of hash functions */
+
+ Assert(ndistinct > 0);
+ Assert((false_positive_rate > 0) && (false_positive_rate < 1.0));
+
+ /* sizing bloom filter: -(n * ln(p)) / (ln(2))^2 */
+ nbits = ceil(-(ndistinct * log(false_positive_rate)) / pow(log(2.0), 2));
+
+ /* round m to whole bytes */
+ nbytes = ((nbits + 7) / 8);
+ nbits = nbytes * 8;
+
+ /*
+ * Reject filters that are obviously too large to store on a page.
+ *
+ * Initially the bloom filter is just zeroes and so very compressible, but
+ * as we add values it gets more and more random, and so less and less
+ * compressible. So initially everything fits on the page, but we might
+ * get surprising failures later - we want to prevent that, so we reject
+ * bloom filter that are obviously too large.
+ *
+ * XXX It's not uncommon to oversize the bloom filter a bit, to defend
+ * against unexpected data anomalies (parts of table with more distinct
+ * values per range etc.). But we still need to make sure even the
+ * oversized filter fits on page, if such need arises.
+ *
+ * XXX This check is not perfect, because the index may have multiple
+ * filters that are small individually, but too large when combined.
+ */
+ if (nbytes > BloomMaxFilterSize)
+ elog(ERROR, "the bloom filter is too large (%d > %zu)", nbytes,
+ BloomMaxFilterSize);
+
+ /*
+ * round(log(2.0) * m / ndistinct), but assume round() may not be
+ * available on Windows
+ */
+ k = log(2.0) * nbits / ndistinct;
+ k = (k - floor(k) >= 0.5) ? ceil(k) : floor(k);
+
+ /*
+ * We allocate the whole filter. Most of it is going to be 0 bits, so the
+ * varlena is easy to compress.
+ */
+ len = offsetof(BloomFilter, data) + nbytes;
+
+ filter = (BloomFilter *) palloc0(len);
+
+ filter->flags = 0;
+ filter->nhashes = (int) k;
+ filter->nbits = nbits;
+
+ SET_VARSIZE(filter, len);
+
+ return filter;
+}
+
+
+/*
+ * bloom_add_value
+ * Add value to the bloom filter.
+ */
+static BloomFilter *
+bloom_add_value(BloomFilter * filter, uint32 value, bool *updated)
+{
+ int i;
+ uint64 h1,
+ h2;
+
+ /* compute the hashes, used for the bloom filter */
+ h1 = DatumGetUInt64(hash_uint32_extended(value, 0x71d924af)) % filter->nbits;
+ h2 = DatumGetUInt64(hash_uint32_extended(value, 0xba48b314)) % filter->nbits;
+
+ /* compute the requested number of hashes */
+ for (i = 0; i < filter->nhashes; i++)
+ {
+ /* h1 + h2 + f(i) */
+ uint32 h = (h1 + i * h2) % filter->nbits;
+ uint32 byte = (h / 8);
+ uint32 bit = (h % 8);
+
+ /* if the bit is not set, set it and remember we did that */
+ if (!(filter->data[byte] & (0x01 << bit)))
+ {
+ filter->data[byte] |= (0x01 << bit);
+ filter->nbits_set++;
+ if (updated)
+ *updated = true;
+ }
+ }
+
+ return filter;
+}
+
+
+/*
+ * bloom_contains_value
+ * Check if the bloom filter contains a particular value.
+ */
+static bool
+bloom_contains_value(BloomFilter * filter, uint32 value)
+{
+ int i;
+ uint64 h1,
+ h2;
+
+ /* calculate the two hashes */
+ h1 = DatumGetUInt64(hash_uint32_extended(value, 0x71d924af)) % filter->nbits;
+ h2 = DatumGetUInt64(hash_uint32_extended(value, 0xba48b314)) % filter->nbits;
+
+ /* compute the requested number of hashes */
+ for (i = 0; i < filter->nhashes; i++)
+ {
+ /* h1 + h2 + f(i) */
+ uint32 h = (h1 + i * h2) % filter->nbits;
+ uint32 byte = (h / 8);
+ uint32 bit = (h % 8);
+
+ /* if the bit is not set, the value is not there */
+ if (!(filter->data[byte] & (0x01 << bit)))
+ return false;
+ }
+
+ /* all hashes found in bloom filter */
+ return true;
+}
+
+typedef struct BloomOpaque
+{
+ /*
+ * XXX At this point we only need a single proc (to compute the hash), but
+ * let's keep the array just like inclusion and minman opclasses, for
+ * consistency. We may need additional procs in the future.
+ */
+ FmgrInfo extra_procinfos[BLOOM_MAX_PROCNUMS];
+ bool extra_proc_missing[BLOOM_MAX_PROCNUMS];
+} BloomOpaque;
+
+static FmgrInfo *bloom_get_procinfo(BrinDesc *bdesc, uint16 attno,
+ uint16 procnum);
+
+
+Datum
+brin_bloom_opcinfo(PG_FUNCTION_ARGS)
+{
+ BrinOpcInfo *result;
+
+ /*
+ * opaque->strategy_procinfos is initialized lazily; here it is set to
+ * all-uninitialized by palloc0 which sets fn_oid to InvalidOid.
+ *
+ * bloom indexes only store the filter as a single BYTEA column
+ */
+
+ result = palloc0(MAXALIGN(SizeofBrinOpcInfo(1)) +
+ sizeof(BloomOpaque));
+ result->oi_nstored = 1;
+ result->oi_regular_nulls = true;
+ result->oi_opaque = (BloomOpaque *)
+ MAXALIGN((char *) result + SizeofBrinOpcInfo(1));
+ result->oi_typcache[0] = lookup_type_cache(PG_BRIN_BLOOM_SUMMARYOID, 0);
+
+ PG_RETURN_POINTER(result);
+}
+
+/*
+ * brin_bloom_get_ndistinct
+ * Determine the ndistinct value used to size bloom filter.
+ *
+ * Adjust the ndistinct value based on the pagesPerRange value. First,
+ * if it's negative, it's assumed to be relative to maximum number of
+ * tuples in the range (assuming each page gets MaxHeapTuplesPerPage
+ * tuples, which is likely a significant over-estimate). We also clamp
+ * the value, not to over-size the bloom filter unnecessarily.
+ *
+ * XXX We can only do this when the pagesPerRange value was supplied.
+ * If it wasn't, it has to be a read-only access to the index, in which
+ * case we don't really care. But perhaps we should fall-back to the
+ * default pagesPerRange value?
+ *
+ * XXX We might also fetch info about ndistinct estimate for the column,
+ * and compute the expected number of distinct values in a range. But
+ * that may be tricky due to data being sorted in various ways, so it
+ * seems better to rely on the upper estimate.
+ *
+ * XXX We might also calculate a better estimate of rows per BRIN range,
+ * instead of using MaxHeapTuplesPerPage (which probably produces values
+ * much higher than reality).
+ */
+static int
+brin_bloom_get_ndistinct(BrinDesc *bdesc, BloomOptions *opts)
+{
+ double ndistinct;
+ double maxtuples;
+ BlockNumber pagesPerRange;
+
+ pagesPerRange = BrinGetPagesPerRange(bdesc->bd_index);
+ ndistinct = BloomGetNDistinctPerRange(opts);
+
+ Assert(BlockNumberIsValid(pagesPerRange));
+
+ maxtuples = MaxHeapTuplesPerPage * pagesPerRange;
+
+ /*
+ * Similarly to n_distinct, negative values are relative - in this case to
+ * maximum number of tuples in the page range (maxtuples).
+ */
+ if (ndistinct < 0)
+ ndistinct = (-ndistinct) * maxtuples;
+
+ /*
+ * Positive values are to be used directly, but we still apply a couple of
+ * safeties no to use unreasonably small bloom filters.
+ */
+ ndistinct = Max(ndistinct, BLOOM_MIN_NDISTINCT_PER_RANGE);
+
+ /*
+ * And don't use more than the maximum possible number of tuples, in the
+ * range, which would be entirely wasteful.
+ */
+ ndistinct = Min(ndistinct, maxtuples);
+
+ return (int) ndistinct;
+}
+
+/*
+ * Examine the given index tuple (which contains partial status of a certain
+ * page range) by comparing it to the given value that comes from another heap
+ * tuple. If the new value is outside the bloom filter specified by the
+ * existing tuple values, update the index tuple and return true. Otherwise,
+ * return false and do not modify in this case.
+ */
+Datum
+brin_bloom_add_value(PG_FUNCTION_ARGS)
+{
+ BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+ BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
+ Datum newval = PG_GETARG_DATUM(2);
+ bool isnull PG_USED_FOR_ASSERTS_ONLY = PG_GETARG_DATUM(3);
+ BloomOptions *opts = (BloomOptions *) PG_GET_OPCLASS_OPTIONS();
+ Oid colloid = PG_GET_COLLATION();
+ FmgrInfo *hashFn;
+ uint32 hashValue;
+ bool updated = false;
+ AttrNumber attno;
+ BloomFilter *filter;
+
+ Assert(!isnull);
+
+ attno = column->bv_attno;
+
+ /*
+ * If this is the first non-null value, we need to initialize the bloom
+ * filter. Otherwise just extract the existing bloom filter from
+ * BrinValues.
+ */
+ if (column->bv_allnulls)
+ {
+ filter = bloom_init(brin_bloom_get_ndistinct(bdesc, opts),
+ BloomGetFalsePositiveRate(opts));
+ column->bv_values[0] = PointerGetDatum(filter);
+ column->bv_allnulls = false;
+ updated = true;
+ }
+ else
+ filter = (BloomFilter *) PG_DETOAST_DATUM(column->bv_values[0]);
+
+ /*
+ * Compute the hash of the new value, using the supplied hash function,
+ * and then add the hash value to the bloom filter.
+ */
+ hashFn = bloom_get_procinfo(bdesc, attno, PROCNUM_HASH);
+
+ hashValue = DatumGetUInt32(FunctionCall1Coll(hashFn, colloid, newval));
+
+ filter = bloom_add_value(filter, hashValue, &updated);
+
+ column->bv_values[0] = PointerGetDatum(filter);
+
+ PG_RETURN_BOOL(updated);
+}
+
+/*
+ * Given an index tuple corresponding to a certain page range and a scan key,
+ * return whether the scan key is consistent with the index tuple's bloom
+ * filter. Return true if so, false otherwise.
+ */
+Datum
+brin_bloom_consistent(PG_FUNCTION_ARGS)
+{
+ BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+ BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
+ ScanKey *keys = (ScanKey *) PG_GETARG_POINTER(2);
+ int nkeys = PG_GETARG_INT32(3);
+ Oid colloid = PG_GET_COLLATION();
+ AttrNumber attno;
+ Datum value;
+ Datum matches;
+ FmgrInfo *finfo;
+ uint32 hashValue;
+ BloomFilter *filter;
+ int keyno;
+
+ filter = (BloomFilter *) PG_DETOAST_DATUM(column->bv_values[0]);
+
+ Assert(filter);
+
+ matches = true;
+
+ for (keyno = 0; keyno < nkeys; keyno++)
+ {
+ ScanKey key = keys[keyno];
+
+ /* NULL keys are handled and filtered-out in bringetbitmap */
+ Assert(!(key->sk_flags & SK_ISNULL));
+
+ attno = key->sk_attno;
+ value = key->sk_argument;
+
+ switch (key->sk_strategy)
+ {
+ case BloomEqualStrategyNumber:
+
+ /*
+ * In the equality case (WHERE col = someval), we want to
+ * return the current page range if the minimum value in the
+ * range <= scan key, and the maximum value >= scan key.
+ */
+ finfo = bloom_get_procinfo(bdesc, attno, PROCNUM_HASH);
+
+ hashValue = DatumGetUInt32(FunctionCall1Coll(finfo, colloid, value));
+ matches &= bloom_contains_value(filter, hashValue);
+
+ break;
+ default:
+ /* shouldn't happen */
+ elog(ERROR, "invalid strategy number %d", key->sk_strategy);
+ matches = 0;
+ break;
+ }
+
+ if (!matches)
+ break;
+ }
+
+ PG_RETURN_DATUM(matches);
+}
+
+/*
+ * Given two BrinValues, update the first of them as a union of the summary
+ * values contained in both. The second one is untouched.
+ *
+ * XXX We assume the bloom filters have the same parameters for now. In the
+ * future we should have 'can union' function, to decide if we can combine
+ * two particular bloom filters.
+ */
+Datum
+brin_bloom_union(PG_FUNCTION_ARGS)
+{
+ int i;
+ int nbytes;
+ BrinValues *col_a = (BrinValues *) PG_GETARG_POINTER(1);
+ BrinValues *col_b = (BrinValues *) PG_GETARG_POINTER(2);
+ BloomFilter *filter_a;
+ BloomFilter *filter_b;
+
+ Assert(col_a->bv_attno == col_b->bv_attno);
+ Assert(!col_a->bv_allnulls && !col_b->bv_allnulls);
+
+ filter_a = (BloomFilter *) PG_DETOAST_DATUM(col_a->bv_values[0]);
+ filter_b = (BloomFilter *) PG_DETOAST_DATUM(col_b->bv_values[0]);
+
+ /* make sure the filters use the same parameters */
+ Assert(filter_a && filter_b);
+ Assert(filter_a->nbits == filter_b->nbits);
+ Assert(filter_a->nhashes == filter_b->nhashes);
+ Assert((filter_a->nbits > 0) && (filter_a->nbits % 8 == 0));
+
+ nbytes = (filter_a->nbits) / 8;
+
+ /* simply OR the bitmaps */
+ for (i = 0; i < nbytes; i++)
+ filter_a->data[i] |= filter_b->data[i];
+
+ PG_RETURN_VOID();
+}
+
+/*
+ * Cache and return inclusion opclass support procedure
+ *
+ * Return the procedure corresponding to the given function support number
+ * or null if it does not exist.
+ */
+static FmgrInfo *
+bloom_get_procinfo(BrinDesc *bdesc, uint16 attno, uint16 procnum)
+{
+ BloomOpaque *opaque;
+ uint16 basenum = procnum - PROCNUM_BASE;
+
+ /*
+ * We cache these in the opaque struct, to avoid repetitive syscache
+ * lookups.
+ */
+ opaque = (BloomOpaque *) bdesc->bd_info[attno - 1]->oi_opaque;
+
+ /*
+ * If we already searched for this proc and didn't find it, don't bother
+ * searching again.
+ */
+ if (opaque->extra_proc_missing[basenum])
+ return NULL;
+
+ if (opaque->extra_procinfos[basenum].fn_oid == InvalidOid)
+ {
+ if (RegProcedureIsValid(index_getprocid(bdesc->bd_index, attno,
+ procnum)))
+ {
+ fmgr_info_copy(&opaque->extra_procinfos[basenum],
+ index_getprocinfo(bdesc->bd_index, attno, procnum),
+ bdesc->bd_context);
+ }
+ else
+ {
+ opaque->extra_proc_missing[basenum] = true;
+ return NULL;
+ }
+ }
+
+ return &opaque->extra_procinfos[basenum];
+}
+
+Datum
+brin_bloom_options(PG_FUNCTION_ARGS)
+{
+ local_relopts *relopts = (local_relopts *) PG_GETARG_POINTER(0);
+
+ init_local_reloptions(relopts, sizeof(BloomOptions));
+
+ add_local_real_reloption(relopts, "n_distinct_per_range",
+ "number of distinct items expected in a BRIN page range",
+ BLOOM_DEFAULT_NDISTINCT_PER_RANGE,
+ -1.0, INT_MAX, offsetof(BloomOptions, nDistinctPerRange));
+
+ add_local_real_reloption(relopts, "false_positive_rate",
+ "desired false-positive rate for the bloom filters",
+ BLOOM_DEFAULT_FALSE_POSITIVE_RATE,
+ BLOOM_MIN_FALSE_POSITIVE_RATE,
+ BLOOM_MAX_FALSE_POSITIVE_RATE,
+ offsetof(BloomOptions, falsePositiveRate));
+
+ PG_RETURN_VOID();
+}
+
+/*
+ * brin_bloom_summary_in
+ * - input routine for type brin_bloom_summary.
+ *
+ * brin_bloom_summary is only used internally to represent summaries
+ * in BRIN bloom indexes, so it has no operations of its own, and we
+ * disallow input too.
+ */
+Datum
+brin_bloom_summary_in(PG_FUNCTION_ARGS)
+{
+ /*
+ * brin_bloom_summary stores the data in binary form and parsing text
+ * input is not needed, so disallow this.
+ */
+ ereport(ERROR,
+ (errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+ errmsg("cannot accept a value of type %s", "pg_brin_bloom_summary")));
+
+ PG_RETURN_VOID(); /* keep compiler quiet */
+}
+
+
+/*
+ * brin_bloom_summary_out
+ * - output routine for type brin_bloom_summary.
+ *
+ * BRIN bloom summaries are serialized into a bytea value, but we want
+ * to output something nicer humans can understand.
+ */
+Datum
+brin_bloom_summary_out(PG_FUNCTION_ARGS)
+{
+ BloomFilter *filter;
+ StringInfoData str;
+
+ /* detoast the data to get value with a full 4B header */
+ filter = (BloomFilter *) PG_DETOAST_DATUM(PG_GETARG_BYTEA_PP(0));
+
+ initStringInfo(&str);
+ appendStringInfoChar(&str, '{');
+
+ appendStringInfo(&str, "mode: hashed nhashes: %u nbits: %u nbits_set: %u",
+ filter->nhashes, filter->nbits, filter->nbits_set);
+
+ appendStringInfoChar(&str, '}');
+
+ PG_RETURN_CSTRING(str.data);
+}
+
+/*
+ * brin_bloom_summary_recv
+ * - binary input routine for type brin_bloom_summary.
+ */
+Datum
+brin_bloom_summary_recv(PG_FUNCTION_ARGS)
+{
+ ereport(ERROR,
+ (errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+ errmsg("cannot accept a value of type %s", "pg_brin_bloom_summary")));
+
+ PG_RETURN_VOID(); /* keep compiler quiet */
+}
+
+/*
+ * brin_bloom_summary_send
+ * - binary output routine for type brin_bloom_summary.
+ *
+ * BRIN bloom summaries are serialized in a bytea value (although the
+ * type is named differently), so let's just send that.
+ */
+Datum
+brin_bloom_summary_send(PG_FUNCTION_ARGS)
+{
+ return byteasend(fcinfo);
+}
diff --git a/src/include/access/brin.h b/src/include/access/brin.h
index 4e2be13cd6..0e52d75457 100644
--- a/src/include/access/brin.h
+++ b/src/include/access/brin.h
@@ -22,6 +22,8 @@ typedef struct BrinOptions
int32 vl_len_; /* varlena header (do not touch directly!) */
BlockNumber pagesPerRange;
bool autosummarize;
+ double nDistinctPerRange; /* number of distinct values per range */
+ double falsePositiveRate; /* false positive for bloom filter */
} BrinOptions;
diff --git a/src/include/access/brin_internal.h b/src/include/access/brin_internal.h
index 79440ebe7b..8cc4e532e6 100644
--- a/src/include/access/brin_internal.h
+++ b/src/include/access/brin_internal.h
@@ -58,6 +58,10 @@ typedef struct BrinDesc
/* total number of Datum entries that are stored on-disk for all columns */
int bd_totalstored;
+ /* parameters for sizing bloom filter (BRIN bloom opclasses) */
+ double bd_nDistinctPerRange;
+ double bd_falsePositiveRange;
+
/* per-column info; bd_tupdesc->natts entries long */
BrinOpcInfo *bd_info[FLEXIBLE_ARRAY_MEMBER];
} BrinDesc;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 0f7ff63669..04d678f96a 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,11 @@
amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
amopmethod => 'brin' },
+# bloom bytea
+{ amopfamily => 'brin/bytea_bloom_ops', amoplefttype => 'bytea',
+ amoprighttype => 'bytea', amopstrategy => '1', amopopr => '=(bytea,bytea)',
+ amopmethod => 'brin' },
+
# minmax "char"
{ amopfamily => 'brin/char_minmax_ops', amoplefttype => 'char',
amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
@@ -1831,6 +1836,11 @@
amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
amopmethod => 'brin' },
+# bloom "char"
+{ amopfamily => 'brin/char_bloom_ops', amoplefttype => 'char',
+ amoprighttype => 'char', amopstrategy => '1', amopopr => '=(char,char)',
+ amopmethod => 'brin' },
+
# minmax name
{ amopfamily => 'brin/name_minmax_ops', amoplefttype => 'name',
amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
@@ -1848,6 +1858,11 @@
amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
amopmethod => 'brin' },
+# bloom name
+{ amopfamily => 'brin/name_bloom_ops', amoplefttype => 'name',
+ amoprighttype => 'name', amopstrategy => '1', amopopr => '=(name,name)',
+ amopmethod => 'brin' },
+
# minmax integer
{ amopfamily => 'brin/integer_minmax_ops', amoplefttype => 'int8',
@@ -1994,6 +2009,20 @@
amoprighttype => 'int8', amopstrategy => '5', amopopr => '>(int4,int8)',
amopmethod => 'brin' },
+# bloom integer
+
+{ amopfamily => 'brin/integer_bloom_ops', amoplefttype => 'int8',
+ amoprighttype => 'int8', amopstrategy => '1', amopopr => '=(int8,int8)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_bloom_ops', amoplefttype => 'int2',
+ amoprighttype => 'int2', amopstrategy => '1', amopopr => '=(int2,int2)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_bloom_ops', amoplefttype => 'int4',
+ amoprighttype => 'int4', amopstrategy => '1', amopopr => '=(int4,int4)',
+ amopmethod => 'brin' },
+
# minmax text
{ amopfamily => 'brin/text_minmax_ops', amoplefttype => 'text',
amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
@@ -2011,6 +2040,11 @@
amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
amopmethod => 'brin' },
+# bloom text
+{ amopfamily => 'brin/text_bloom_ops', amoplefttype => 'text',
+ amoprighttype => 'text', amopstrategy => '1', amopopr => '=(text,text)',
+ amopmethod => 'brin' },
+
# minmax oid
{ amopfamily => 'brin/oid_minmax_ops', amoplefttype => 'oid',
amoprighttype => 'oid', amopstrategy => '1', amopopr => '<(oid,oid)',
@@ -2028,6 +2062,11 @@
amoprighttype => 'oid', amopstrategy => '5', amopopr => '>(oid,oid)',
amopmethod => 'brin' },
+# bloom oid
+{ amopfamily => 'brin/oid_bloom_ops', amoplefttype => 'oid',
+ amoprighttype => 'oid', amopstrategy => '1', amopopr => '=(oid,oid)',
+ amopmethod => 'brin' },
+
# minmax tid
{ amopfamily => 'brin/tid_minmax_ops', amoplefttype => 'tid',
amoprighttype => 'tid', amopstrategy => '1', amopopr => '<(tid,tid)',
@@ -2045,6 +2084,11 @@
amoprighttype => 'tid', amopstrategy => '5', amopopr => '>(tid,tid)',
amopmethod => 'brin' },
+# tid oid
+{ amopfamily => 'brin/tid_bloom_ops', amoplefttype => 'tid',
+ amoprighttype => 'tid', amopstrategy => '1', amopopr => '=(tid,tid)',
+ amopmethod => 'brin' },
+
# minmax float (float4, float8)
{ amopfamily => 'brin/float_minmax_ops', amoplefttype => 'float4',
@@ -2111,6 +2155,14 @@
amoprighttype => 'float8', amopstrategy => '5', amopopr => '>(float8,float8)',
amopmethod => 'brin' },
+# bloom float
+{ amopfamily => 'brin/float_bloom_ops', amoplefttype => 'float4',
+ amoprighttype => 'float4', amopstrategy => '1', amopopr => '=(float4,float4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_bloom_ops', amoplefttype => 'float8',
+ amoprighttype => 'float8', amopstrategy => '1', amopopr => '=(float8,float8)',
+ amopmethod => 'brin' },
+
# minmax macaddr
{ amopfamily => 'brin/macaddr_minmax_ops', amoplefttype => 'macaddr',
amoprighttype => 'macaddr', amopstrategy => '1',
@@ -2128,6 +2180,11 @@
amoprighttype => 'macaddr', amopstrategy => '5',
amopopr => '>(macaddr,macaddr)', amopmethod => 'brin' },
+# bloom macaddr
+{ amopfamily => 'brin/macaddr_bloom_ops', amoplefttype => 'macaddr',
+ amoprighttype => 'macaddr', amopstrategy => '1',
+ amopopr => '=(macaddr,macaddr)', amopmethod => 'brin' },
+
# minmax macaddr8
{ amopfamily => 'brin/macaddr8_minmax_ops', amoplefttype => 'macaddr8',
amoprighttype => 'macaddr8', amopstrategy => '1',
@@ -2145,6 +2202,11 @@
amoprighttype => 'macaddr8', amopstrategy => '5',
amopopr => '>(macaddr8,macaddr8)', amopmethod => 'brin' },
+# bloom macaddr8
+{ amopfamily => 'brin/macaddr8_bloom_ops', amoplefttype => 'macaddr8',
+ amoprighttype => 'macaddr8', amopstrategy => '1',
+ amopopr => '=(macaddr8,macaddr8)', amopmethod => 'brin' },
+
# minmax inet
{ amopfamily => 'brin/network_minmax_ops', amoplefttype => 'inet',
amoprighttype => 'inet', amopstrategy => '1', amopopr => '<(inet,inet)',
@@ -2162,6 +2224,11 @@
amoprighttype => 'inet', amopstrategy => '5', amopopr => '>(inet,inet)',
amopmethod => 'brin' },
+# bloom inet
+{ amopfamily => 'brin/network_bloom_ops', amoplefttype => 'inet',
+ amoprighttype => 'inet', amopstrategy => '1', amopopr => '=(inet,inet)',
+ amopmethod => 'brin' },
+
# inclusion inet
{ amopfamily => 'brin/network_inclusion_ops', amoplefttype => 'inet',
amoprighttype => 'inet', amopstrategy => '3', amopopr => '&&(inet,inet)',
@@ -2199,6 +2266,11 @@
amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
amopmethod => 'brin' },
+# bloom character
+{ amopfamily => 'brin/bpchar_bloom_ops', amoplefttype => 'bpchar',
+ amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '=(bpchar,bpchar)',
+ amopmethod => 'brin' },
+
# minmax time without time zone
{ amopfamily => 'brin/time_minmax_ops', amoplefttype => 'time',
amoprighttype => 'time', amopstrategy => '1', amopopr => '<(time,time)',
@@ -2216,6 +2288,11 @@
amoprighttype => 'time', amopstrategy => '5', amopopr => '>(time,time)',
amopmethod => 'brin' },
+# bloom time without time zone
+{ amopfamily => 'brin/time_bloom_ops', amoplefttype => 'time',
+ amoprighttype => 'time', amopstrategy => '1', amopopr => '=(time,time)',
+ amopmethod => 'brin' },
+
# minmax datetime (date, timestamp, timestamptz)
{ amopfamily => 'brin/datetime_minmax_ops', amoplefttype => 'timestamp',
@@ -2362,6 +2439,20 @@
amoprighttype => 'timestamptz', amopstrategy => '5',
amopopr => '>(timestamptz,timestamptz)', amopmethod => 'brin' },
+# bloom datetime (date, timestamp, timestamptz)
+
+{ amopfamily => 'brin/datetime_bloom_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamp', amopstrategy => '1',
+ amopopr => '=(timestamp,timestamp)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_bloom_ops', amoplefttype => 'date',
+ amoprighttype => 'date', amopstrategy => '1', amopopr => '=(date,date)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_bloom_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamptz', amopstrategy => '1',
+ amopopr => '=(timestamptz,timestamptz)', amopmethod => 'brin' },
+
# minmax interval
{ amopfamily => 'brin/interval_minmax_ops', amoplefttype => 'interval',
amoprighttype => 'interval', amopstrategy => '1',
@@ -2379,6 +2470,11 @@
amoprighttype => 'interval', amopstrategy => '5',
amopopr => '>(interval,interval)', amopmethod => 'brin' },
+# bloom interval
+{ amopfamily => 'brin/interval_bloom_ops', amoplefttype => 'interval',
+ amoprighttype => 'interval', amopstrategy => '1',
+ amopopr => '=(interval,interval)', amopmethod => 'brin' },
+
# minmax time with time zone
{ amopfamily => 'brin/timetz_minmax_ops', amoplefttype => 'timetz',
amoprighttype => 'timetz', amopstrategy => '1', amopopr => '<(timetz,timetz)',
@@ -2396,6 +2492,11 @@
amoprighttype => 'timetz', amopstrategy => '5', amopopr => '>(timetz,timetz)',
amopmethod => 'brin' },
+# bloom time with time zone
+{ amopfamily => 'brin/timetz_bloom_ops', amoplefttype => 'timetz',
+ amoprighttype => 'timetz', amopstrategy => '1', amopopr => '=(timetz,timetz)',
+ amopmethod => 'brin' },
+
# minmax bit
{ amopfamily => 'brin/bit_minmax_ops', amoplefttype => 'bit',
amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
@@ -2447,6 +2548,11 @@
amoprighttype => 'numeric', amopstrategy => '5',
amopopr => '>(numeric,numeric)', amopmethod => 'brin' },
+# bloom numeric
+{ amopfamily => 'brin/numeric_bloom_ops', amoplefttype => 'numeric',
+ amoprighttype => 'numeric', amopstrategy => '1',
+ amopopr => '=(numeric,numeric)', amopmethod => 'brin' },
+
# minmax uuid
{ amopfamily => 'brin/uuid_minmax_ops', amoplefttype => 'uuid',
amoprighttype => 'uuid', amopstrategy => '1', amopopr => '<(uuid,uuid)',
@@ -2464,6 +2570,11 @@
amoprighttype => 'uuid', amopstrategy => '5', amopopr => '>(uuid,uuid)',
amopmethod => 'brin' },
+# bloom uuid
+{ amopfamily => 'brin/uuid_bloom_ops', amoplefttype => 'uuid',
+ amoprighttype => 'uuid', amopstrategy => '1', amopopr => '=(uuid,uuid)',
+ amopmethod => 'brin' },
+
# inclusion range types
{ amopfamily => 'brin/range_inclusion_ops', amoplefttype => 'anyrange',
amoprighttype => 'anyrange', amopstrategy => '1',
@@ -2525,6 +2636,11 @@
amoprighttype => 'pg_lsn', amopstrategy => '5', amopopr => '>(pg_lsn,pg_lsn)',
amopmethod => 'brin' },
+# bloom pg_lsn
+{ amopfamily => 'brin/pg_lsn_bloom_ops', amoplefttype => 'pg_lsn',
+ amoprighttype => 'pg_lsn', amopstrategy => '1', amopopr => '=(pg_lsn,pg_lsn)',
+ amopmethod => 'brin' },
+
# inclusion box
{ amopfamily => 'brin/box_inclusion_ops', amoplefttype => 'box',
amoprighttype => 'box', amopstrategy => '1', amopopr => '<<(box,box)',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 36b5235c80..6709c8dfea 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,24 @@
{ amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom bytea
+{ amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
+ amprocrighttype => 'bytea', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
+ amprocrighttype => 'bytea', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
+ amprocrighttype => 'bytea', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
+ amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
+ amprocrighttype => 'bytea', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
+ amprocrighttype => 'bytea', amprocnum => '11', amproc => 'hashvarlena' },
+
# minmax "char"
{ amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
amprocrighttype => 'char', amprocnum => '1',
@@ -818,6 +836,24 @@
{ amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom "char"
+{ amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
+ amprocrighttype => 'char', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
+ amprocrighttype => 'char', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
+ amprocrighttype => 'char', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
+ amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
+ amprocrighttype => 'char', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
+ amprocrighttype => 'char', amprocnum => '11', amproc => 'hashchar' },
+
# minmax name
{ amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
amprocrighttype => 'name', amprocnum => '1',
@@ -831,6 +867,24 @@
{ amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom name
+{ amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
+ amprocrighttype => 'name', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
+ amprocrighttype => 'name', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
+ amprocrighttype => 'name', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
+ amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
+ amprocrighttype => 'name', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
+ amprocrighttype => 'name', amprocnum => '11', amproc => 'hashname' },
+
# minmax integer: int2, int4, int8
{ amprocfamily => 'brin/integer_minmax_ops', amproclefttype => 'int8',
amprocrighttype => 'int8', amprocnum => '1',
@@ -932,6 +986,58 @@
{ amprocfamily => 'brin/integer_minmax_ops', amproclefttype => 'int4',
amprocrighttype => 'int2', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom integer: int2, int4, int8
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '11', amproc => 'hashint8' },
+
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '11', amproc => 'hashint2' },
+
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '11', amproc => 'hashint4' },
+
# minmax text
{ amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
amprocrighttype => 'text', amprocnum => '1',
@@ -945,6 +1051,24 @@
{ amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom text
+{ amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
+ amprocrighttype => 'text', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
+ amprocrighttype => 'text', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
+ amprocrighttype => 'text', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
+ amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
+ amprocrighttype => 'text', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
+ amprocrighttype => 'text', amprocnum => '11', amproc => 'hashtext' },
+
# minmax oid
{ amprocfamily => 'brin/oid_minmax_ops', amproclefttype => 'oid',
amprocrighttype => 'oid', amprocnum => '1', amproc => 'brin_minmax_opcinfo' },
@@ -957,6 +1081,23 @@
{ amprocfamily => 'brin/oid_minmax_ops', amproclefttype => 'oid',
amprocrighttype => 'oid', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom oid
+{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '1', amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '11', amproc => 'hashoid' },
+
# minmax tid
{ amprocfamily => 'brin/tid_minmax_ops', amproclefttype => 'tid',
amprocrighttype => 'tid', amprocnum => '1', amproc => 'brin_minmax_opcinfo' },
@@ -969,6 +1110,23 @@
{ amprocfamily => 'brin/tid_minmax_ops', amproclefttype => 'tid',
amprocrighttype => 'tid', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom tid
+{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '1', amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '11', amproc => 'hashtid' },
+
# minmax float
{ amprocfamily => 'brin/float_minmax_ops', amproclefttype => 'float4',
amprocrighttype => 'float4', amprocnum => '1',
@@ -1019,6 +1177,45 @@
amprocrighttype => 'float4', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom float
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '11',
+ amproc => 'hashfloat4' },
+
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '11',
+ amproc => 'hashfloat8' },
+
# minmax macaddr
{ amprocfamily => 'brin/macaddr_minmax_ops', amproclefttype => 'macaddr',
amprocrighttype => 'macaddr', amprocnum => '1',
@@ -1033,6 +1230,26 @@
amprocrighttype => 'macaddr', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom macaddr
+{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '11',
+ amproc => 'hashmacaddr' },
+
# minmax macaddr8
{ amprocfamily => 'brin/macaddr8_minmax_ops', amproclefttype => 'macaddr8',
amprocrighttype => 'macaddr8', amprocnum => '1',
@@ -1047,6 +1264,26 @@
amprocrighttype => 'macaddr8', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom macaddr8
+{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '11',
+ amproc => 'hashmacaddr8' },
+
# minmax inet
{ amprocfamily => 'brin/network_minmax_ops', amproclefttype => 'inet',
amprocrighttype => 'inet', amprocnum => '1',
@@ -1060,6 +1297,24 @@
{ amprocfamily => 'brin/network_minmax_ops', amproclefttype => 'inet',
amprocrighttype => 'inet', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom inet
+{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '11', amproc => 'hashinet' },
+
# inclusion inet
{ amprocfamily => 'brin/network_inclusion_ops', amproclefttype => 'inet',
amprocrighttype => 'inet', amprocnum => '1',
@@ -1094,6 +1349,26 @@
amprocrighttype => 'bpchar', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom character
+{ amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
+ amprocrighttype => 'bpchar', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
+ amprocrighttype => 'bpchar', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
+ amprocrighttype => 'bpchar', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
+ amprocrighttype => 'bpchar', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
+ amprocrighttype => 'bpchar', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
+ amprocrighttype => 'bpchar', amprocnum => '11',
+ amproc => 'hashchar' },
+
# minmax time without time zone
{ amprocfamily => 'brin/time_minmax_ops', amproclefttype => 'time',
amprocrighttype => 'time', amprocnum => '1',
@@ -1107,6 +1382,24 @@
{ amprocfamily => 'brin/time_minmax_ops', amproclefttype => 'time',
amprocrighttype => 'time', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom time without time zone
+{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '11', amproc => 'time_hash' },
+
# minmax datetime (date, timestamp, timestamptz)
{ amprocfamily => 'brin/datetime_minmax_ops', amproclefttype => 'timestamp',
amprocrighttype => 'timestamp', amprocnum => '1',
@@ -1214,6 +1507,62 @@
amprocrighttype => 'timestamptz', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom datetime (date, timestamp, timestamptz)
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '11',
+ amproc => 'timestamp_hash' },
+
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '11',
+ amproc => 'timestamp_hash' },
+
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '11', amproc => 'hashint4' },
+
# minmax interval
{ amprocfamily => 'brin/interval_minmax_ops', amproclefttype => 'interval',
amprocrighttype => 'interval', amprocnum => '1',
@@ -1228,6 +1577,26 @@
amprocrighttype => 'interval', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom interval
+{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '11',
+ amproc => 'interval_hash' },
+
# minmax time with time zone
{ amprocfamily => 'brin/timetz_minmax_ops', amproclefttype => 'timetz',
amprocrighttype => 'timetz', amprocnum => '1',
@@ -1242,6 +1611,26 @@
amprocrighttype => 'timetz', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom time with time zone
+{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '11',
+ amproc => 'timetz_hash' },
+
# minmax bit
{ amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_opcinfo' },
@@ -1282,6 +1671,26 @@
amprocrighttype => 'numeric', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom numeric
+{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '11',
+ amproc => 'hash_numeric' },
+
# minmax uuid
{ amprocfamily => 'brin/uuid_minmax_ops', amproclefttype => 'uuid',
amprocrighttype => 'uuid', amprocnum => '1',
@@ -1295,6 +1704,24 @@
{ amprocfamily => 'brin/uuid_minmax_ops', amproclefttype => 'uuid',
amprocrighttype => 'uuid', amprocnum => '4', amproc => 'brin_minmax_union' },
+# bloom uuid
+{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '4', amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '11', amproc => 'uuid_hash' },
+
# inclusion range types
{ amprocfamily => 'brin/range_inclusion_ops', amproclefttype => 'anyrange',
amprocrighttype => 'anyrange', amprocnum => '1',
@@ -1332,6 +1759,26 @@
amprocrighttype => 'pg_lsn', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# bloom pg_lsn
+{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '1',
+ amproc => 'brin_bloom_opcinfo' },
+{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '2',
+ amproc => 'brin_bloom_add_value' },
+{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '3',
+ amproc => 'brin_bloom_consistent' },
+{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '4',
+ amproc => 'brin_bloom_union' },
+{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '5',
+ amproc => 'brin_bloom_options' },
+{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '11',
+ amproc => 'pg_lsn_hash' },
+
# inclusion box
{ amprocfamily => 'brin/box_inclusion_ops', amproclefttype => 'box',
amprocrighttype => 'box', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index 24b1433e1f..6a5bb58baf 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,67 +266,130 @@
{ opcmethod => 'brin', opcname => 'bytea_minmax_ops',
opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_bloom_ops',
+ opcfamily => 'brin/bytea_bloom_ops', opcintype => 'bytea',
+ opckeytype => 'bytea', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'char_minmax_ops',
opcfamily => 'brin/char_minmax_ops', opcintype => 'char',
opckeytype => 'char' },
+{ opcmethod => 'brin', opcname => 'char_bloom_ops',
+ opcfamily => 'brin/char_bloom_ops', opcintype => 'char',
+ opckeytype => 'char', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'name_minmax_ops',
opcfamily => 'brin/name_minmax_ops', opcintype => 'name',
opckeytype => 'name' },
+{ opcmethod => 'brin', opcname => 'name_bloom_ops',
+ opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
+ opckeytype => 'name', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int8_minmax_ops',
opcfamily => 'brin/integer_minmax_ops', opcintype => 'int8',
opckeytype => 'int8' },
+{ opcmethod => 'brin', opcname => 'int8_bloom_ops',
+ opcfamily => 'brin/integer_bloom_ops', opcintype => 'int8',
+ opckeytype => 'int8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int2_minmax_ops',
opcfamily => 'brin/integer_minmax_ops', opcintype => 'int2',
opckeytype => 'int2' },
+{ opcmethod => 'brin', opcname => 'int2_bloom_ops',
+ opcfamily => 'brin/integer_bloom_ops', opcintype => 'int2',
+ opckeytype => 'int2', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int4_minmax_ops',
opcfamily => 'brin/integer_minmax_ops', opcintype => 'int4',
opckeytype => 'int4' },
+{ opcmethod => 'brin', opcname => 'int4_bloom_ops',
+ opcfamily => 'brin/integer_bloom_ops', opcintype => 'int4',
+ opckeytype => 'int4', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'text_minmax_ops',
opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_bloom_ops',
+ opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
+ opckeytype => 'text', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'oid_minmax_ops',
opcfamily => 'brin/oid_minmax_ops', opcintype => 'oid', opckeytype => 'oid' },
+{ opcmethod => 'brin', opcname => 'oid_bloom_ops',
+ opcfamily => 'brin/oid_bloom_ops', opcintype => 'oid',
+ opckeytype => 'oid', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'tid_minmax_ops',
opcfamily => 'brin/tid_minmax_ops', opcintype => 'tid', opckeytype => 'tid' },
+{ opcmethod => 'brin', opcname => 'tid_bloom_ops',
+ opcfamily => 'brin/tid_bloom_ops', opcintype => 'tid', opckeytype => 'tid',
+ opcdefault => 'f'},
{ opcmethod => 'brin', opcname => 'float4_minmax_ops',
opcfamily => 'brin/float_minmax_ops', opcintype => 'float4',
opckeytype => 'float4' },
+{ opcmethod => 'brin', opcname => 'float4_bloom_ops',
+ opcfamily => 'brin/float_bloom_ops', opcintype => 'float4',
+ opckeytype => 'float4', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'float8_minmax_ops',
opcfamily => 'brin/float_minmax_ops', opcintype => 'float8',
opckeytype => 'float8' },
+{ opcmethod => 'brin', opcname => 'float8_bloom_ops',
+ opcfamily => 'brin/float_bloom_ops', opcintype => 'float8',
+ opckeytype => 'float8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'macaddr_minmax_ops',
opcfamily => 'brin/macaddr_minmax_ops', opcintype => 'macaddr',
opckeytype => 'macaddr' },
+{ opcmethod => 'brin', opcname => 'macaddr_bloom_ops',
+ opcfamily => 'brin/macaddr_bloom_ops', opcintype => 'macaddr',
+ opckeytype => 'macaddr', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'macaddr8_minmax_ops',
opcfamily => 'brin/macaddr8_minmax_ops', opcintype => 'macaddr8',
opckeytype => 'macaddr8' },
+{ opcmethod => 'brin', opcname => 'macaddr8_bloom_ops',
+ opcfamily => 'brin/macaddr8_bloom_ops', opcintype => 'macaddr8',
+ opckeytype => 'macaddr8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'inet_minmax_ops',
opcfamily => 'brin/network_minmax_ops', opcintype => 'inet',
opcdefault => 'f', opckeytype => 'inet' },
+{ opcmethod => 'brin', opcname => 'inet_bloom_ops',
+ opcfamily => 'brin/network_bloom_ops', opcintype => 'inet',
+ opcdefault => 'f', opckeytype => 'inet', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'inet_inclusion_ops',
opcfamily => 'brin/network_inclusion_ops', opcintype => 'inet',
opckeytype => 'inet' },
{ opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
+ opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
+ opckeytype => 'bpchar', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'time_minmax_ops',
opcfamily => 'brin/time_minmax_ops', opcintype => 'time',
opckeytype => 'time' },
+{ opcmethod => 'brin', opcname => 'time_bloom_ops',
+ opcfamily => 'brin/time_bloom_ops', opcintype => 'time',
+ opckeytype => 'time', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'date_minmax_ops',
opcfamily => 'brin/datetime_minmax_ops', opcintype => 'date',
opckeytype => 'date' },
+{ opcmethod => 'brin', opcname => 'date_bloom_ops',
+ opcfamily => 'brin/datetime_bloom_ops', opcintype => 'date',
+ opckeytype => 'date', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timestamp_minmax_ops',
opcfamily => 'brin/datetime_minmax_ops', opcintype => 'timestamp',
opckeytype => 'timestamp' },
+{ opcmethod => 'brin', opcname => 'timestamp_bloom_ops',
+ opcfamily => 'brin/datetime_bloom_ops', opcintype => 'timestamp',
+ opckeytype => 'timestamp', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timestamptz_minmax_ops',
opcfamily => 'brin/datetime_minmax_ops', opcintype => 'timestamptz',
opckeytype => 'timestamptz' },
+{ opcmethod => 'brin', opcname => 'timestamptz_bloom_ops',
+ opcfamily => 'brin/datetime_bloom_ops', opcintype => 'timestamptz',
+ opckeytype => 'timestamptz', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'interval_minmax_ops',
opcfamily => 'brin/interval_minmax_ops', opcintype => 'interval',
opckeytype => 'interval' },
+{ opcmethod => 'brin', opcname => 'interval_bloom_ops',
+ opcfamily => 'brin/interval_bloom_ops', opcintype => 'interval',
+ opckeytype => 'interval', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timetz_minmax_ops',
opcfamily => 'brin/timetz_minmax_ops', opcintype => 'timetz',
opckeytype => 'timetz' },
+{ opcmethod => 'brin', opcname => 'timetz_bloom_ops',
+ opcfamily => 'brin/timetz_bloom_ops', opcintype => 'timetz',
+ opckeytype => 'timetz', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'bit_minmax_ops',
opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
{ opcmethod => 'brin', opcname => 'varbit_minmax_ops',
@@ -335,18 +398,27 @@
{ opcmethod => 'brin', opcname => 'numeric_minmax_ops',
opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
opckeytype => 'numeric' },
+{ opcmethod => 'brin', opcname => 'numeric_bloom_ops',
+ opcfamily => 'brin/numeric_bloom_ops', opcintype => 'numeric',
+ opckeytype => 'numeric', opcdefault => 'f' },
# no brin opclass for record, anyarray
{ opcmethod => 'brin', opcname => 'uuid_minmax_ops',
opcfamily => 'brin/uuid_minmax_ops', opcintype => 'uuid',
opckeytype => 'uuid' },
+{ opcmethod => 'brin', opcname => 'uuid_bloom_ops',
+ opcfamily => 'brin/uuid_bloom_ops', opcintype => 'uuid',
+ opckeytype => 'uuid', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'range_inclusion_ops',
opcfamily => 'brin/range_inclusion_ops', opcintype => 'anyrange',
opckeytype => 'anyrange' },
{ opcmethod => 'brin', opcname => 'pg_lsn_minmax_ops',
opcfamily => 'brin/pg_lsn_minmax_ops', opcintype => 'pg_lsn',
opckeytype => 'pg_lsn' },
+{ opcmethod => 'brin', opcname => 'pg_lsn_bloom_ops',
+ opcfamily => 'brin/pg_lsn_bloom_ops', opcintype => 'pg_lsn',
+ opckeytype => 'pg_lsn', opcdefault => 'f' },
# no brin opclass for enum, tsvector, tsquery, jsonb
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index 57e5aa0d8b..dea9adaf98 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -182,50 +182,88 @@
opfmethod => 'gin', opfname => 'jsonb_path_ops' },
{ oid => '4054',
opfmethod => 'brin', opfname => 'integer_minmax_ops' },
+{ oid => '9901',
+ opfmethod => 'brin', opfname => 'integer_bloom_ops' },
{ oid => '4055',
opfmethod => 'brin', opfname => 'numeric_minmax_ops' },
{ oid => '4056',
opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9902',
+ opfmethod => 'brin', opfname => 'text_bloom_ops' },
+{ oid => '9903',
+ opfmethod => 'brin', opfname => 'numeric_bloom_ops' },
{ oid => '4058',
opfmethod => 'brin', opfname => 'timetz_minmax_ops' },
+{ oid => '9904',
+ opfmethod => 'brin', opfname => 'timetz_bloom_ops' },
{ oid => '4059',
opfmethod => 'brin', opfname => 'datetime_minmax_ops' },
+{ oid => '9905',
+ opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
{ oid => '4062',
opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9906',
+ opfmethod => 'brin', opfname => 'char_bloom_ops' },
{ oid => '4064',
opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9907',
+ opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
{ oid => '4065',
opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9908',
+ opfmethod => 'brin', opfname => 'name_bloom_ops' },
{ oid => '4068',
opfmethod => 'brin', opfname => 'oid_minmax_ops' },
+{ oid => '9909',
+ opfmethod => 'brin', opfname => 'oid_bloom_ops' },
{ oid => '4069',
opfmethod => 'brin', opfname => 'tid_minmax_ops' },
+{ oid => '9910',
+ opfmethod => 'brin', opfname => 'tid_bloom_ops' },
{ oid => '4070',
opfmethod => 'brin', opfname => 'float_minmax_ops' },
+{ oid => '9911',
+ opfmethod => 'brin', opfname => 'float_bloom_ops' },
{ oid => '4074',
opfmethod => 'brin', opfname => 'macaddr_minmax_ops' },
+{ oid => '9912',
+ opfmethod => 'brin', opfname => 'macaddr_bloom_ops' },
{ oid => '4109',
opfmethod => 'brin', opfname => 'macaddr8_minmax_ops' },
+{ oid => '9913',
+ opfmethod => 'brin', opfname => 'macaddr8_bloom_ops' },
{ oid => '4075',
opfmethod => 'brin', opfname => 'network_minmax_ops' },
{ oid => '4102',
opfmethod => 'brin', opfname => 'network_inclusion_ops' },
+{ oid => '9914',
+ opfmethod => 'brin', opfname => 'network_bloom_ops' },
{ oid => '4076',
opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9915',
+ opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
{ oid => '4077',
opfmethod => 'brin', opfname => 'time_minmax_ops' },
+{ oid => '9916',
+ opfmethod => 'brin', opfname => 'time_bloom_ops' },
{ oid => '4078',
opfmethod => 'brin', opfname => 'interval_minmax_ops' },
+{ oid => '9917',
+ opfmethod => 'brin', opfname => 'interval_bloom_ops' },
{ oid => '4079',
opfmethod => 'brin', opfname => 'bit_minmax_ops' },
{ oid => '4080',
opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
{ oid => '4081',
opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
+{ oid => '9918',
+ opfmethod => 'brin', opfname => 'uuid_bloom_ops' },
{ oid => '4103',
opfmethod => 'brin', opfname => 'range_inclusion_ops' },
{ oid => '4082',
opfmethod => 'brin', opfname => 'pg_lsn_minmax_ops' },
+{ oid => '9919',
+ opfmethod => 'brin', opfname => 'pg_lsn_bloom_ops' },
{ oid => '4104',
opfmethod => 'brin', opfname => 'box_inclusion_ops' },
{ oid => '5000',
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index 93bdb5ec83..bc38c2a144 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -8217,6 +8217,26 @@
proargtypes => 'internal internal internal',
prosrc => 'brin_inclusion_union' },
+# BRIN bloom
+{ oid => '9920', descr => 'BRIN bloom support',
+ proname => 'brin_bloom_opcinfo', prorettype => 'internal',
+ proargtypes => 'internal', prosrc => 'brin_bloom_opcinfo' },
+{ oid => '9921', descr => 'BRIN bloom support',
+ proname => 'brin_bloom_add_value', prorettype => 'bool',
+ proargtypes => 'internal internal internal internal',
+ prosrc => 'brin_bloom_add_value' },
+{ oid => '9922', descr => 'BRIN bloom support',
+ proname => 'brin_bloom_consistent', prorettype => 'bool',
+ proargtypes => 'internal internal internal int4',
+ prosrc => 'brin_bloom_consistent' },
+{ oid => '9923', descr => 'BRIN bloom support',
+ proname => 'brin_bloom_union', prorettype => 'bool',
+ proargtypes => 'internal internal internal',
+ prosrc => 'brin_bloom_union' },
+{ oid => '9924', descr => 'BRIN bloom support',
+ proname => 'brin_bloom_options', prorettype => 'void', proisstrict => 'f',
+ proargtypes => 'internal', prosrc => 'brin_bloom_options' },
+
# userlock replacements
{ oid => '2880', descr => 'obtain exclusive advisory lock',
proname => 'pg_advisory_lock', provolatile => 'v', proparallel => 'r',
@@ -11390,4 +11410,18 @@
proname => 'is_normalized', prorettype => 'bool', proargtypes => 'text text',
prosrc => 'unicode_is_normalized' },
+{ oid => '9035', descr => 'I/O',
+ proname => 'brin_bloom_summary_in', prorettype => 'pg_brin_bloom_summary',
+ proargtypes => 'cstring', prosrc => 'brin_bloom_summary_in' },
+{ oid => '9036', descr => 'I/O',
+ proname => 'brin_bloom_summary_out', prorettype => 'cstring',
+ proargtypes => 'pg_brin_bloom_summary', prosrc => 'brin_bloom_summary_out' },
+{ oid => '9037', descr => 'I/O',
+ proname => 'brin_bloom_summary_recv', provolatile => 's',
+ prorettype => 'pg_brin_bloom_summary', proargtypes => 'internal',
+ prosrc => 'brin_bloom_summary_recv' },
+{ oid => '9038', descr => 'I/O',
+ proname => 'brin_bloom_summary_send', provolatile => 's', prorettype => 'bytea',
+ proargtypes => 'pg_brin_bloom_summary', prosrc => 'brin_bloom_summary_send' },
+
]
diff --git a/src/include/catalog/pg_type.dat b/src/include/catalog/pg_type.dat
index 8959c2f53b..74e279cbf9 100644
--- a/src/include/catalog/pg_type.dat
+++ b/src/include/catalog/pg_type.dat
@@ -679,5 +679,10 @@
typtype => 'p', typcategory => 'P', typinput => 'anycompatiblemultirange_in',
typoutput => 'anycompatiblemultirange_out', typreceive => '-', typsend => '-',
typalign => 'd', typstorage => 'x' },
-
+{ oid => '9925',
+ descr => 'BRIN bloom summary',
+ typname => 'pg_brin_bloom_summary', typlen => '-1', typbyval => 'f', typcategory => 'S',
+ typinput => 'brin_bloom_summary_in', typoutput => 'brin_bloom_summary_out',
+ typreceive => 'brin_bloom_summary_recv', typsend => 'brin_bloom_summary_send',
+ typalign => 'i', typstorage => 'x', typcollation => 'default' },
]
diff --git a/src/test/regress/expected/brin_bloom.out b/src/test/regress/expected/brin_bloom.out
new file mode 100644
index 0000000000..32c56a996a
--- /dev/null
+++ b/src/test/regress/expected/brin_bloom.out
@@ -0,0 +1,428 @@
+CREATE TABLE brintest_bloom (byteacol bytea,
+ charcol "char",
+ namecol name,
+ int8col bigint,
+ int2col smallint,
+ int4col integer,
+ textcol text,
+ oidcol oid,
+ float4col real,
+ float8col double precision,
+ macaddrcol macaddr,
+ inetcol inet,
+ cidrcol cidr,
+ bpcharcol character,
+ datecol date,
+ timecol time without time zone,
+ timestampcol timestamp without time zone,
+ timestamptzcol timestamp with time zone,
+ intervalcol interval,
+ timetzcol time with time zone,
+ numericcol numeric,
+ uuidcol uuid,
+ lsncol pg_lsn
+) WITH (fillfactor=10);
+INSERT INTO brintest_bloom SELECT
+ repeat(stringu1, 8)::bytea,
+ substr(stringu1, 1, 1)::"char",
+ stringu1::name, 142857 * tenthous,
+ thousand,
+ twothousand,
+ repeat(stringu1, 8),
+ unique1::oid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4/24' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ substr(stringu1, 1, 1)::bpchar,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20+02' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 100;
+-- throw in some NULL's and different values
+INSERT INTO brintest_bloom (inetcol, cidrcol) SELECT
+ inet 'fe80::6e40:8ff:fea9:8c46' + tenthous,
+ cidr 'fe80::6e40:8ff:fea9:8c46' + tenthous
+FROM tenk1 ORDER BY thousand, tenthous LIMIT 25;
+-- test bloom specific index options
+-- ndistinct must be >= -1.0
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops(n_distinct_per_range = -1.1)
+);
+ERROR: value -1.1 out of bounds for option "n_distinct_per_range"
+DETAIL: Valid values are between "-1.000000" and "2147483647.000000".
+-- false_positive_rate must be between 0.0001 and 0.25
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops(false_positive_rate = 0.00009)
+);
+ERROR: value 0.00009 out of bounds for option "false_positive_rate"
+DETAIL: Valid values are between "0.000100" and "0.250000".
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops(false_positive_rate = 0.26)
+);
+ERROR: value 0.26 out of bounds for option "false_positive_rate"
+DETAIL: Valid values are between "0.000100" and "0.250000".
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops,
+ charcol char_bloom_ops,
+ namecol name_bloom_ops,
+ int8col int8_bloom_ops,
+ int2col int2_bloom_ops,
+ int4col int4_bloom_ops,
+ textcol text_bloom_ops,
+ oidcol oid_bloom_ops,
+ float4col float4_bloom_ops,
+ float8col float8_bloom_ops,
+ macaddrcol macaddr_bloom_ops,
+ inetcol inet_bloom_ops,
+ cidrcol inet_bloom_ops,
+ bpcharcol bpchar_bloom_ops,
+ datecol date_bloom_ops,
+ timecol time_bloom_ops,
+ timestampcol timestamp_bloom_ops,
+ timestamptzcol timestamptz_bloom_ops,
+ intervalcol interval_bloom_ops,
+ timetzcol timetz_bloom_ops,
+ numericcol numeric_bloom_ops,
+ uuidcol uuid_bloom_ops,
+ lsncol pg_lsn_bloom_ops
+) with (pages_per_range = 1);
+CREATE TABLE brinopers_bloom (colname name, typ text,
+ op text[], value text[], matches int[],
+ check (cardinality(op) = cardinality(value)),
+ check (cardinality(op) = cardinality(matches)));
+INSERT INTO brinopers_bloom VALUES
+ ('byteacol', 'bytea',
+ '{=}',
+ '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+ '{1}'),
+ ('charcol', '"char"',
+ '{=}',
+ '{M}',
+ '{6}'),
+ ('namecol', 'name',
+ '{=}',
+ '{MAAAAA}',
+ '{2}'),
+ ('int2col', 'int2',
+ '{=}',
+ '{800}',
+ '{1}'),
+ ('int4col', 'int4',
+ '{=}',
+ '{800}',
+ '{1}'),
+ ('int8col', 'int8',
+ '{=}',
+ '{1257141600}',
+ '{1}'),
+ ('textcol', 'text',
+ '{=}',
+ '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+ '{1}'),
+ ('oidcol', 'oid',
+ '{=}',
+ '{8800}',
+ '{1}'),
+ ('float4col', 'float4',
+ '{=}',
+ '{1}',
+ '{4}'),
+ ('float8col', 'float8',
+ '{=}',
+ '{0}',
+ '{1}'),
+ ('macaddrcol', 'macaddr',
+ '{=}',
+ '{2c:00:2d:00:16:00}',
+ '{2}'),
+ ('inetcol', 'inet',
+ '{=}',
+ '{10.2.14.231/24}',
+ '{1}'),
+ ('inetcol', 'cidr',
+ '{=}',
+ '{fe80::6e40:8ff:fea9:8c46}',
+ '{1}'),
+ ('cidrcol', 'inet',
+ '{=}',
+ '{10.2.14/24}',
+ '{2}'),
+ ('cidrcol', 'inet',
+ '{=}',
+ '{fe80::6e40:8ff:fea9:8c46}',
+ '{1}'),
+ ('cidrcol', 'cidr',
+ '{=}',
+ '{10.2.14/24}',
+ '{2}'),
+ ('cidrcol', 'cidr',
+ '{=}',
+ '{fe80::6e40:8ff:fea9:8c46}',
+ '{1}'),
+ ('bpcharcol', 'bpchar',
+ '{=}',
+ '{W}',
+ '{6}'),
+ ('datecol', 'date',
+ '{=}',
+ '{2009-12-01}',
+ '{1}'),
+ ('timecol', 'time',
+ '{=}',
+ '{02:28:57}',
+ '{1}'),
+ ('timestampcol', 'timestamp',
+ '{=}',
+ '{1964-03-24 19:26:45}',
+ '{1}'),
+ ('timestamptzcol', 'timestamptz',
+ '{=}',
+ '{1972-10-19 09:00:00-07}',
+ '{1}'),
+ ('intervalcol', 'interval',
+ '{=}',
+ '{1 mons 13 days 12:24}',
+ '{1}'),
+ ('timetzcol', 'timetz',
+ '{=}',
+ '{01:35:50+02}',
+ '{2}'),
+ ('numericcol', 'numeric',
+ '{=}',
+ '{2268164.347826086956521739130434782609}',
+ '{1}'),
+ ('uuidcol', 'uuid',
+ '{=}',
+ '{52225222-5222-5222-5222-522252225222}',
+ '{1}'),
+ ('lsncol', 'pg_lsn',
+ '{=, IS, IS NOT}',
+ '{44/455222, NULL, NULL}',
+ '{1, 25, 100}');
+DO $x$
+DECLARE
+ r record;
+ r2 record;
+ cond text;
+ idx_ctids tid[];
+ ss_ctids tid[];
+ count int;
+ plan_ok bool;
+ plan_line text;
+BEGIN
+ FOR r IN SELECT colname, oper, typ, value[ordinality], matches[ordinality] FROM brinopers_bloom, unnest(op) WITH ORDINALITY AS oper LOOP
+
+ -- prepare the condition
+ IF r.value IS NULL THEN
+ cond := format('%I %s %L', r.colname, r.oper, r.value);
+ ELSE
+ cond := format('%I %s %L::%s', r.colname, r.oper, r.value, r.typ);
+ END IF;
+
+ -- run the query using the brin index
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Bitmap Heap Scan on brintest_bloom%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get bitmap indexscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+ INTO idx_ctids;
+
+ -- run the query using a seqscan
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Seq Scan on brintest_bloom%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get seqscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+ INTO ss_ctids;
+
+ -- make sure both return the same results
+ count := array_length(idx_ctids, 1);
+
+ IF NOT (count = array_length(ss_ctids, 1) AND
+ idx_ctids @> ss_ctids AND
+ idx_ctids <@ ss_ctids) THEN
+ -- report the results of each scan to make the differences obvious
+ RAISE WARNING 'something not right in %: count %', r, count;
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+ RAISE NOTICE 'seqscan: %', r2;
+ END LOOP;
+
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+ RAISE NOTICE 'bitmapscan: %', r2;
+ END LOOP;
+ END IF;
+
+ -- make sure we found expected number of matches
+ IF count != r.matches THEN RAISE WARNING 'unexpected number of results % for %', count, r; END IF;
+ END LOOP;
+END;
+$x$;
+RESET enable_seqscan;
+RESET enable_bitmapscan;
+INSERT INTO brintest_bloom SELECT
+ repeat(stringu1, 42)::bytea,
+ substr(stringu1, 1, 1)::"char",
+ stringu1::name, 142857 * tenthous,
+ thousand,
+ twothousand,
+ repeat(stringu1, 42),
+ unique1::oid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ substr(stringu1, 1, 1)::bpchar,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 5 OFFSET 5;
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+VACUUM brintest_bloom; -- force a summarization cycle in brinidx
+UPDATE brintest_bloom SET int8col = int8col * int4col;
+UPDATE brintest_bloom SET textcol = '' WHERE textcol IS NOT NULL;
+-- Tests for brin_summarize_new_values
+SELECT brin_summarize_new_values('brintest_bloom'); -- error, not an index
+ERROR: "brintest_bloom" is not an index
+SELECT brin_summarize_new_values('tenk1_unique1'); -- error, not a BRIN index
+ERROR: "tenk1_unique1" is not a BRIN index
+SELECT brin_summarize_new_values('brinidx_bloom'); -- ok, no change expected
+ brin_summarize_new_values
+---------------------------
+ 0
+(1 row)
+
+-- Tests for brin_desummarize_range
+SELECT brin_desummarize_range('brinidx_bloom', -1); -- error, invalid range
+ERROR: block number out of range: -1
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+SELECT brin_desummarize_range('brinidx_bloom', 100000000);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+-- Test brin_summarize_range
+CREATE TABLE brin_summarize_bloom (
+ value int
+) WITH (fillfactor=10, autovacuum_enabled=false);
+CREATE INDEX brin_summarize_bloom_idx ON brin_summarize_bloom USING brin (value) WITH (pages_per_range=2);
+-- Fill a few pages
+DO $$
+DECLARE curtid tid;
+BEGIN
+ LOOP
+ INSERT INTO brin_summarize_bloom VALUES (1) RETURNING ctid INTO curtid;
+ EXIT WHEN curtid > tid '(2, 0)';
+ END LOOP;
+END;
+$$;
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 0);
+ brin_summarize_range
+----------------------
+ 0
+(1 row)
+
+-- nothing: already summarized
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 1);
+ brin_summarize_range
+----------------------
+ 0
+(1 row)
+
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 2);
+ brin_summarize_range
+----------------------
+ 1
+(1 row)
+
+-- nothing: page doesn't exist in table
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967295);
+ brin_summarize_range
+----------------------
+ 0
+(1 row)
+
+-- invalid block number values
+SELECT brin_summarize_range('brin_summarize_bloom_idx', -1);
+ERROR: block number out of range: -1
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967296);
+ERROR: block number out of range: 4294967296
+-- test brin cost estimates behave sanely based on correlation of values
+CREATE TABLE brin_test_bloom (a INT, b INT);
+INSERT INTO brin_test_bloom SELECT x/100,x%100 FROM generate_series(1,10000) x(x);
+CREATE INDEX brin_test_bloom_a_idx ON brin_test_bloom USING brin (a) WITH (pages_per_range = 2);
+CREATE INDEX brin_test_bloom_b_idx ON brin_test_bloom USING brin (b) WITH (pages_per_range = 2);
+VACUUM ANALYZE brin_test_bloom;
+-- Ensure brin index is used when columns are perfectly correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE a = 1;
+ QUERY PLAN
+--------------------------------------------------
+ Bitmap Heap Scan on brin_test_bloom
+ Recheck Cond: (a = 1)
+ -> Bitmap Index Scan on brin_test_bloom_a_idx
+ Index Cond: (a = 1)
+(4 rows)
+
+-- Ensure brin index is not used when values are not correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE b = 1;
+ QUERY PLAN
+-----------------------------
+ Seq Scan on brin_test_bloom
+ Filter: (b = 1)
+(2 rows)
+
diff --git a/src/test/regress/expected/opr_sanity.out b/src/test/regress/expected/opr_sanity.out
index 254ca06d3d..ef4b4444b9 100644
--- a/src/test/regress/expected/opr_sanity.out
+++ b/src/test/regress/expected/opr_sanity.out
@@ -2037,6 +2037,7 @@ ORDER BY 1, 2, 3;
2742 | 16 | @@
3580 | 1 | <
3580 | 1 | <<
+ 3580 | 1 | =
3580 | 2 | &<
3580 | 2 | <=
3580 | 3 | &&
@@ -2100,7 +2101,7 @@ ORDER BY 1, 2, 3;
4000 | 28 | ^@
4000 | 29 | <^
4000 | 30 | >^
-(123 rows)
+(124 rows)
-- Check that all opclass search operators have selectivity estimators.
-- This is not absolutely required, but it seems a reasonable thing
diff --git a/src/test/regress/expected/psql.out b/src/test/regress/expected/psql.out
index 7204fdb0b4..a7a5b22d4f 100644
--- a/src/test/regress/expected/psql.out
+++ b/src/test/regress/expected/psql.out
@@ -4993,8 +4993,9 @@ List of access methods
List of operator classes
AM | Input type | Storage type | Operator class | Default?
------+------------+--------------+----------------+----------
+ brin | oid | | oid_bloom_ops | no
brin | oid | | oid_minmax_ops | yes
-(1 row)
+(2 rows)
\dAf spgist
List of operator families
diff --git a/src/test/regress/expected/type_sanity.out b/src/test/regress/expected/type_sanity.out
index 0c74dc96a8..e568b9fea2 100644
--- a/src/test/regress/expected/type_sanity.out
+++ b/src/test/regress/expected/type_sanity.out
@@ -67,13 +67,14 @@ WHERE p1.typtype not in ('p') AND p1.typname NOT LIKE E'\\_%'
WHERE p2.typname = ('_' || p1.typname)::name AND
p2.typelem = p1.oid and p1.typarray = p2.oid)
ORDER BY p1.oid;
- oid | typname
-------+-----------------
+ oid | typname
+------+-----------------------
194 | pg_node_tree
3361 | pg_ndistinct
3402 | pg_dependencies
5017 | pg_mcv_list
-(4 rows)
+ 9925 | pg_brin_bloom_summary
+(5 rows)
-- Make sure typarray points to a "true" array type of our own base
SELECT p1.oid, p1.typname as basetype, p2.typname as arraytype,
diff --git a/src/test/regress/parallel_schedule b/src/test/regress/parallel_schedule
index c77b0d7342..ecd0806718 100644
--- a/src/test/regress/parallel_schedule
+++ b/src/test/regress/parallel_schedule
@@ -77,6 +77,11 @@ test: select_into select_distinct select_distinct_on select_implicit select_havi
# ----------
test: brin gin gist spgist privileges init_privs security_label collate matview lock replica_identity rowsecurity object_address tablesample groupingsets drop_operator password identity generated join_hash
+# ----------
+# Additional BRIN tests
+# ----------
+test: brin_bloom
+
# ----------
# Another group of parallel tests
# ----------
diff --git a/src/test/regress/serial_schedule b/src/test/regress/serial_schedule
index 0264a97324..c0d7fa76f1 100644
--- a/src/test/regress/serial_schedule
+++ b/src/test/regress/serial_schedule
@@ -108,6 +108,7 @@ test: delete
test: namespace
test: prepared_xacts
test: brin
+test: brin_bloom
test: gin
test: gist
test: spgist
diff --git a/src/test/regress/sql/brin_bloom.sql b/src/test/regress/sql/brin_bloom.sql
new file mode 100644
index 0000000000..5d499208e3
--- /dev/null
+++ b/src/test/regress/sql/brin_bloom.sql
@@ -0,0 +1,376 @@
+CREATE TABLE brintest_bloom (byteacol bytea,
+ charcol "char",
+ namecol name,
+ int8col bigint,
+ int2col smallint,
+ int4col integer,
+ textcol text,
+ oidcol oid,
+ float4col real,
+ float8col double precision,
+ macaddrcol macaddr,
+ inetcol inet,
+ cidrcol cidr,
+ bpcharcol character,
+ datecol date,
+ timecol time without time zone,
+ timestampcol timestamp without time zone,
+ timestamptzcol timestamp with time zone,
+ intervalcol interval,
+ timetzcol time with time zone,
+ numericcol numeric,
+ uuidcol uuid,
+ lsncol pg_lsn
+) WITH (fillfactor=10);
+
+INSERT INTO brintest_bloom SELECT
+ repeat(stringu1, 8)::bytea,
+ substr(stringu1, 1, 1)::"char",
+ stringu1::name, 142857 * tenthous,
+ thousand,
+ twothousand,
+ repeat(stringu1, 8),
+ unique1::oid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4/24' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ substr(stringu1, 1, 1)::bpchar,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20+02' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 100;
+
+-- throw in some NULL's and different values
+INSERT INTO brintest_bloom (inetcol, cidrcol) SELECT
+ inet 'fe80::6e40:8ff:fea9:8c46' + tenthous,
+ cidr 'fe80::6e40:8ff:fea9:8c46' + tenthous
+FROM tenk1 ORDER BY thousand, tenthous LIMIT 25;
+
+-- test bloom specific index options
+-- ndistinct must be >= -1.0
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops(n_distinct_per_range = -1.1)
+);
+-- false_positive_rate must be between 0.0001 and 0.25
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops(false_positive_rate = 0.00009)
+);
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops(false_positive_rate = 0.26)
+);
+
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+ byteacol bytea_bloom_ops,
+ charcol char_bloom_ops,
+ namecol name_bloom_ops,
+ int8col int8_bloom_ops,
+ int2col int2_bloom_ops,
+ int4col int4_bloom_ops,
+ textcol text_bloom_ops,
+ oidcol oid_bloom_ops,
+ float4col float4_bloom_ops,
+ float8col float8_bloom_ops,
+ macaddrcol macaddr_bloom_ops,
+ inetcol inet_bloom_ops,
+ cidrcol inet_bloom_ops,
+ bpcharcol bpchar_bloom_ops,
+ datecol date_bloom_ops,
+ timecol time_bloom_ops,
+ timestampcol timestamp_bloom_ops,
+ timestamptzcol timestamptz_bloom_ops,
+ intervalcol interval_bloom_ops,
+ timetzcol timetz_bloom_ops,
+ numericcol numeric_bloom_ops,
+ uuidcol uuid_bloom_ops,
+ lsncol pg_lsn_bloom_ops
+) with (pages_per_range = 1);
+
+CREATE TABLE brinopers_bloom (colname name, typ text,
+ op text[], value text[], matches int[],
+ check (cardinality(op) = cardinality(value)),
+ check (cardinality(op) = cardinality(matches)));
+
+INSERT INTO brinopers_bloom VALUES
+ ('byteacol', 'bytea',
+ '{=}',
+ '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+ '{1}'),
+ ('charcol', '"char"',
+ '{=}',
+ '{M}',
+ '{6}'),
+ ('namecol', 'name',
+ '{=}',
+ '{MAAAAA}',
+ '{2}'),
+ ('int2col', 'int2',
+ '{=}',
+ '{800}',
+ '{1}'),
+ ('int4col', 'int4',
+ '{=}',
+ '{800}',
+ '{1}'),
+ ('int8col', 'int8',
+ '{=}',
+ '{1257141600}',
+ '{1}'),
+ ('textcol', 'text',
+ '{=}',
+ '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+ '{1}'),
+ ('oidcol', 'oid',
+ '{=}',
+ '{8800}',
+ '{1}'),
+ ('float4col', 'float4',
+ '{=}',
+ '{1}',
+ '{4}'),
+ ('float8col', 'float8',
+ '{=}',
+ '{0}',
+ '{1}'),
+ ('macaddrcol', 'macaddr',
+ '{=}',
+ '{2c:00:2d:00:16:00}',
+ '{2}'),
+ ('inetcol', 'inet',
+ '{=}',
+ '{10.2.14.231/24}',
+ '{1}'),
+ ('inetcol', 'cidr',
+ '{=}',
+ '{fe80::6e40:8ff:fea9:8c46}',
+ '{1}'),
+ ('cidrcol', 'inet',
+ '{=}',
+ '{10.2.14/24}',
+ '{2}'),
+ ('cidrcol', 'inet',
+ '{=}',
+ '{fe80::6e40:8ff:fea9:8c46}',
+ '{1}'),
+ ('cidrcol', 'cidr',
+ '{=}',
+ '{10.2.14/24}',
+ '{2}'),
+ ('cidrcol', 'cidr',
+ '{=}',
+ '{fe80::6e40:8ff:fea9:8c46}',
+ '{1}'),
+ ('bpcharcol', 'bpchar',
+ '{=}',
+ '{W}',
+ '{6}'),
+ ('datecol', 'date',
+ '{=}',
+ '{2009-12-01}',
+ '{1}'),
+ ('timecol', 'time',
+ '{=}',
+ '{02:28:57}',
+ '{1}'),
+ ('timestampcol', 'timestamp',
+ '{=}',
+ '{1964-03-24 19:26:45}',
+ '{1}'),
+ ('timestamptzcol', 'timestamptz',
+ '{=}',
+ '{1972-10-19 09:00:00-07}',
+ '{1}'),
+ ('intervalcol', 'interval',
+ '{=}',
+ '{1 mons 13 days 12:24}',
+ '{1}'),
+ ('timetzcol', 'timetz',
+ '{=}',
+ '{01:35:50+02}',
+ '{2}'),
+ ('numericcol', 'numeric',
+ '{=}',
+ '{2268164.347826086956521739130434782609}',
+ '{1}'),
+ ('uuidcol', 'uuid',
+ '{=}',
+ '{52225222-5222-5222-5222-522252225222}',
+ '{1}'),
+ ('lsncol', 'pg_lsn',
+ '{=, IS, IS NOT}',
+ '{44/455222, NULL, NULL}',
+ '{1, 25, 100}');
+
+DO $x$
+DECLARE
+ r record;
+ r2 record;
+ cond text;
+ idx_ctids tid[];
+ ss_ctids tid[];
+ count int;
+ plan_ok bool;
+ plan_line text;
+BEGIN
+ FOR r IN SELECT colname, oper, typ, value[ordinality], matches[ordinality] FROM brinopers_bloom, unnest(op) WITH ORDINALITY AS oper LOOP
+
+ -- prepare the condition
+ IF r.value IS NULL THEN
+ cond := format('%I %s %L', r.colname, r.oper, r.value);
+ ELSE
+ cond := format('%I %s %L::%s', r.colname, r.oper, r.value, r.typ);
+ END IF;
+
+ -- run the query using the brin index
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Bitmap Heap Scan on brintest_bloom%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get bitmap indexscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+ INTO idx_ctids;
+
+ -- run the query using a seqscan
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Seq Scan on brintest_bloom%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get seqscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+ INTO ss_ctids;
+
+ -- make sure both return the same results
+ count := array_length(idx_ctids, 1);
+
+ IF NOT (count = array_length(ss_ctids, 1) AND
+ idx_ctids @> ss_ctids AND
+ idx_ctids <@ ss_ctids) THEN
+ -- report the results of each scan to make the differences obvious
+ RAISE WARNING 'something not right in %: count %', r, count;
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+ RAISE NOTICE 'seqscan: %', r2;
+ END LOOP;
+
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+ RAISE NOTICE 'bitmapscan: %', r2;
+ END LOOP;
+ END IF;
+
+ -- make sure we found expected number of matches
+ IF count != r.matches THEN RAISE WARNING 'unexpected number of results % for %', count, r; END IF;
+ END LOOP;
+END;
+$x$;
+
+RESET enable_seqscan;
+RESET enable_bitmapscan;
+
+INSERT INTO brintest_bloom SELECT
+ repeat(stringu1, 42)::bytea,
+ substr(stringu1, 1, 1)::"char",
+ stringu1::name, 142857 * tenthous,
+ thousand,
+ twothousand,
+ repeat(stringu1, 42),
+ unique1::oid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ substr(stringu1, 1, 1)::bpchar,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 5 OFFSET 5;
+
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+VACUUM brintest_bloom; -- force a summarization cycle in brinidx
+
+UPDATE brintest_bloom SET int8col = int8col * int4col;
+UPDATE brintest_bloom SET textcol = '' WHERE textcol IS NOT NULL;
+
+-- Tests for brin_summarize_new_values
+SELECT brin_summarize_new_values('brintest_bloom'); -- error, not an index
+SELECT brin_summarize_new_values('tenk1_unique1'); -- error, not a BRIN index
+SELECT brin_summarize_new_values('brinidx_bloom'); -- ok, no change expected
+
+-- Tests for brin_desummarize_range
+SELECT brin_desummarize_range('brinidx_bloom', -1); -- error, invalid range
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+SELECT brin_desummarize_range('brinidx_bloom', 100000000);
+
+-- Test brin_summarize_range
+CREATE TABLE brin_summarize_bloom (
+ value int
+) WITH (fillfactor=10, autovacuum_enabled=false);
+CREATE INDEX brin_summarize_bloom_idx ON brin_summarize_bloom USING brin (value) WITH (pages_per_range=2);
+-- Fill a few pages
+DO $$
+DECLARE curtid tid;
+BEGIN
+ LOOP
+ INSERT INTO brin_summarize_bloom VALUES (1) RETURNING ctid INTO curtid;
+ EXIT WHEN curtid > tid '(2, 0)';
+ END LOOP;
+END;
+$$;
+
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 0);
+-- nothing: already summarized
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 1);
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 2);
+-- nothing: page doesn't exist in table
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967295);
+-- invalid block number values
+SELECT brin_summarize_range('brin_summarize_bloom_idx', -1);
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967296);
+
+
+-- test brin cost estimates behave sanely based on correlation of values
+CREATE TABLE brin_test_bloom (a INT, b INT);
+INSERT INTO brin_test_bloom SELECT x/100,x%100 FROM generate_series(1,10000) x(x);
+CREATE INDEX brin_test_bloom_a_idx ON brin_test_bloom USING brin (a) WITH (pages_per_range = 2);
+CREATE INDEX brin_test_bloom_b_idx ON brin_test_bloom USING brin (b) WITH (pages_per_range = 2);
+VACUUM ANALYZE brin_test_bloom;
+
+-- Ensure brin index is used when columns are perfectly correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE a = 1;
+-- Ensure brin index is not used when values are not correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE b = 1;
--
2.26.2
[text/x-patch] 0007-BRIN-minmax-multi-indexes-20210305.patch (238.9K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/8-0007-BRIN-minmax-multi-indexes-20210305.patch)
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From b8bdb3b02373a2c22521d1c195e6654cd063c811 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas@2ndquadrant.com>
Date: Wed, 3 Feb 2021 19:00:00 +0100
Subject: [PATCH 7/8] BRIN minmax-multi indexes
Adds a BRIN minmax-multi opclass, summarizing each range into a list of
intervals, allowing more efficient handling of cases where the minmax
opclasses quickly degrade.
Instead of representing each range with a single interval, minmax-multi
opclasses store a list of intervals and points. This allows effective
handling of outliers and poorly correlated values.
The number of intervals/points per range may be configured using an
opclass parameter values_per_range. When building the summary, the
interval are merged based on distance, determined by the new support
BRIN procedure.
Author: Tomas Vondra <tomas.vondra@2ndquadrant.com>
Reviewed-by: Alvaro Herrera <alvherre@2ndquadrant.com>
Reviewed-by: Alexander Korotkov <aekorotkov@gmail.com>
Reviewed-by: Sokolov Yura <y.sokolov@postgrespro.ru>
Discussion: https://postgr.es/m/c1138ead-7668-f0e1-0638-c3be3237e812@2ndquadrant.com
Discussion: https://postgr.es/m/5d78b774-7e9c-c94e-12cf-fef51cc89b1a%402ndquadrant.com
---
doc/src/sgml/brin.sgml | 252 +-
doc/src/sgml/ref/create_index.sgml | 11 +
src/backend/access/brin/Makefile | 1 +
src/backend/access/brin/brin_minmax_multi.c | 2982 +++++++++++++++++++
src/backend/access/brin/brin_tuple.c | 33 +-
src/include/access/brin.h | 1 +
src/include/access/brin_internal.h | 3 +
src/include/access/brin_tuple.h | 8 +
src/include/access/transam.h | 2 +-
src/include/catalog/pg_amop.dat | 544 ++++
src/include/catalog/pg_amproc.dat | 600 +++-
src/include/catalog/pg_opclass.dat | 57 +
src/include/catalog/pg_opfamily.dat | 28 +
src/include/catalog/pg_proc.dat | 85 +
src/include/catalog/pg_type.dat | 6 +
src/test/regress/expected/brin_multi.out | 445 +++
src/test/regress/expected/psql.out | 13 +-
src/test/regress/expected/type_sanity.out | 7 +-
src/test/regress/parallel_schedule | 2 +-
src/test/regress/serial_schedule | 1 +
src/test/regress/sql/brin_multi.sql | 397 +++
21 files changed, 5451 insertions(+), 27 deletions(-)
create mode 100644 src/backend/access/brin/brin_minmax_multi.c
create mode 100644 src/test/regress/expected/brin_multi.out
create mode 100644 src/test/regress/sql/brin_multi.sql
diff --git a/doc/src/sgml/brin.sgml b/doc/src/sgml/brin.sgml
index 577dd18c49..3caa30f104 100644
--- a/doc/src/sgml/brin.sgml
+++ b/doc/src/sgml/brin.sgml
@@ -214,6 +214,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (date,date)</literal></entry></row>
<row><entry><literal>>= (date,date)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>date_minmax_multi_ops</literal></entry>
+ <entry><literal>= (date,date)</literal></entry>
+ </row>
+ <row><entry><literal>< (date,date)</literal></entry></row>
+ <row><entry><literal><= (date,date)</literal></entry></row>
+ <row><entry><literal>> (date,date)</literal></entry></row>
+ <row><entry><literal>>= (date,date)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>float4_bloom_ops</literal></entry>
<entry><literal>= (float4,float4)</literal></entry>
@@ -228,6 +237,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (float4,float4)</literal></entry></row>
<row><entry><literal>>= (float4,float4)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>float4_minmax_multi_ops</literal></entry>
+ <entry><literal>= (float4,float4)</literal></entry>
+ </row>
+ <row><entry><literal>< (float4,float4)</literal></entry></row>
+ <row><entry><literal>> (float4,float4)</literal></entry></row>
+ <row><entry><literal><= (float4,float4)</literal></entry></row>
+ <row><entry><literal>>= (float4,float4)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>float8_bloom_ops</literal></entry>
<entry><literal>= (float8,float8)</literal></entry>
@@ -242,6 +260,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (float8,float8)</literal></entry></row>
<row><entry><literal>>= (float8,float8)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>float8_minmax_multi_ops</literal></entry>
+ <entry><literal>= (float8,float8)</literal></entry>
+ </row>
+ <row><entry><literal>< (float8,float8)</literal></entry></row>
+ <row><entry><literal><= (float8,float8)</literal></entry></row>
+ <row><entry><literal>> (float8,float8)</literal></entry></row>
+ <row><entry><literal>>= (float8,float8)</literal></entry></row>
+
<row>
<entry valign="middle" morerows="5"><literal>inet_inclusion_ops</literal></entry>
<entry><literal><< (inet,inet)</literal></entry>
@@ -266,6 +293,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (inet,inet)</literal></entry></row>
<row><entry><literal>>= (inet,inet)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>inet_minmax_multi_ops</literal></entry>
+ <entry><literal>= (inet,inet)</literal></entry>
+ </row>
+ <row><entry><literal>< (inet,inet)</literal></entry></row>
+ <row><entry><literal><= (inet,inet)</literal></entry></row>
+ <row><entry><literal>> (inet,inet)</literal></entry></row>
+ <row><entry><literal>>= (inet,inet)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>int2_bloom_ops</literal></entry>
<entry><literal>= (int2,int2)</literal></entry>
@@ -280,6 +316,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (int2,int2)</literal></entry></row>
<row><entry><literal>>= (int2,int2)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>int2_minmax_multi_ops</literal></entry>
+ <entry><literal>= (int2,int2)</literal></entry>
+ </row>
+ <row><entry><literal>< (int2,int2)</literal></entry></row>
+ <row><entry><literal>> (int2,int2)</literal></entry></row>
+ <row><entry><literal><= (int2,int2)</literal></entry></row>
+ <row><entry><literal>>= (int2,int2)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>int4_bloom_ops</literal></entry>
<entry><literal>= (int4,int4)</literal></entry>
@@ -294,6 +339,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (int4,int4)</literal></entry></row>
<row><entry><literal>>= (int4,int4)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>int4_minmax_multi_ops</literal></entry>
+ <entry><literal>= (int4,int4)</literal></entry>
+ </row>
+ <row><entry><literal>< (int4,int4)</literal></entry></row>
+ <row><entry><literal>> (int4,int4)</literal></entry></row>
+ <row><entry><literal><= (int4,int4)</literal></entry></row>
+ <row><entry><literal>>= (int4,int4)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>int8_bloom_ops</literal></entry>
<entry><literal>= (bigint,bigint)</literal></entry>
@@ -308,6 +362,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (bigint,bigint)</literal></entry></row>
<row><entry><literal>>= (bigint,bigint)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>int8_minmax_multi_ops</literal></entry>
+ <entry><literal>= (bigint,bigint)</literal></entry>
+ </row>
+ <row><entry><literal>< (bigint,bigint)</literal></entry></row>
+ <row><entry><literal>> (bigint,bigint)</literal></entry></row>
+ <row><entry><literal><= (bigint,bigint)</literal></entry></row>
+ <row><entry><literal>>= (bigint,bigint)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>interval_bloom_ops</literal></entry>
<entry><literal>= (interval,interval)</literal></entry>
@@ -322,6 +385,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (interval,interval)</literal></entry></row>
<row><entry><literal>>= (interval,interval)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>interval_minmax_multi_ops</literal></entry>
+ <entry><literal>= (interval,interval)</literal></entry>
+ </row>
+ <row><entry><literal>< (interval,interval)</literal></entry></row>
+ <row><entry><literal><= (interval,interval)</literal></entry></row>
+ <row><entry><literal>> (interval,interval)</literal></entry></row>
+ <row><entry><literal>>= (interval,interval)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>macaddr_bloom_ops</literal></entry>
<entry><literal>= (macaddr,macaddr)</literal></entry>
@@ -336,6 +408,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (macaddr,macaddr)</literal></entry></row>
<row><entry><literal>>= (macaddr,macaddr)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>macaddr_minmax_multi_ops</literal></entry>
+ <entry><literal>= (macaddr,macaddr)</literal></entry>
+ </row>
+ <row><entry><literal>< (macaddr,macaddr)</literal></entry></row>
+ <row><entry><literal><= (macaddr,macaddr)</literal></entry></row>
+ <row><entry><literal>> (macaddr,macaddr)</literal></entry></row>
+ <row><entry><literal>>= (macaddr,macaddr)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>macaddr8_bloom_ops</literal></entry>
<entry><literal>= (macaddr8,macaddr8)</literal></entry>
@@ -350,6 +431,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (macaddr8,macaddr8)</literal></entry></row>
<row><entry><literal>>= (macaddr8,macaddr8)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>macaddr8_minmax_multi_ops</literal></entry>
+ <entry><literal>= (macaddr8,macaddr8)</literal></entry>
+ </row>
+ <row><entry><literal>< (macaddr8,macaddr8)</literal></entry></row>
+ <row><entry><literal><= (macaddr8,macaddr8)</literal></entry></row>
+ <row><entry><literal>> (macaddr8,macaddr8)</literal></entry></row>
+ <row><entry><literal>>= (macaddr8,macaddr8)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>name_bloom_ops</literal></entry>
<entry><literal>= (name,name)</literal></entry>
@@ -378,6 +468,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (numeric,numeric)</literal></entry></row>
<row><entry><literal>>= (numeric,numeric)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>numeric_minmax_multi_ops</literal></entry>
+ <entry><literal>= (numeric,numeric)</literal></entry>
+ </row>
+ <row><entry><literal>< (numeric,numeric)</literal></entry></row>
+ <row><entry><literal><= (numeric,numeric)</literal></entry></row>
+ <row><entry><literal>> (numeric,numeric)</literal></entry></row>
+ <row><entry><literal>>= (numeric,numeric)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>oid_bloom_ops</literal></entry>
<entry><literal>= (oid,oid)</literal></entry>
@@ -392,6 +491,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (oid,oid)</literal></entry></row>
<row><entry><literal>>= (oid,oid)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>oid_minmax_multi_ops</literal></entry>
+ <entry><literal>= (oid,oid)</literal></entry>
+ </row>
+ <row><entry><literal>< (oid,oid)</literal></entry></row>
+ <row><entry><literal>> (oid,oid)</literal></entry></row>
+ <row><entry><literal><= (oid,oid)</literal></entry></row>
+ <row><entry><literal>>= (oid,oid)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>pg_lsn_bloom_ops</literal></entry>
<entry><literal>= (pg_lsn,pg_lsn)</literal></entry>
@@ -406,6 +514,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (pg_lsn,pg_lsn)</literal></entry></row>
<row><entry><literal>>= (pg_lsn,pg_lsn)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>pg_lsn_minmax_multi_ops</literal></entry>
+ <entry><literal>= (pg_lsn,pg_lsn)</literal></entry>
+ </row>
+ <row><entry><literal>< (pg_lsn,pg_lsn)</literal></entry></row>
+ <row><entry><literal>> (pg_lsn,pg_lsn)</literal></entry></row>
+ <row><entry><literal><= (pg_lsn,pg_lsn)</literal></entry></row>
+ <row><entry><literal>>= (pg_lsn,pg_lsn)</literal></entry></row>
+
<row>
<entry valign="middle" morerows="13"><literal>range_inclusion_ops</literal></entry>
<entry><literal>= (anyrange,anyrange)</literal></entry>
@@ -452,6 +569,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (tid,tid)</literal></entry></row>
<row><entry><literal>>= (tid,tid)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>tid_minmax_multi_ops</literal></entry>
+ <entry><literal>= (tid,tid)</literal></entry>
+ </row>
+ <row><entry><literal>< (tid,tid)</literal></entry></row>
+ <row><entry><literal>> (tid,tid)</literal></entry></row>
+ <row><entry><literal><= (tid,tid)</literal></entry></row>
+ <row><entry><literal>>= (tid,tid)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>timestamp_bloom_ops</literal></entry>
<entry><literal>= (timestamp,timestamp)</literal></entry>
@@ -466,6 +592,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (timestamp,timestamp)</literal></entry></row>
<row><entry><literal>>= (timestamp,timestamp)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>timestamp_minmax_multi_ops</literal></entry>
+ <entry><literal>= (timestamp,timestamp)</literal></entry>
+ </row>
+ <row><entry><literal>< (timestamp,timestamp)</literal></entry></row>
+ <row><entry><literal><= (timestamp,timestamp)</literal></entry></row>
+ <row><entry><literal>> (timestamp,timestamp)</literal></entry></row>
+ <row><entry><literal>>= (timestamp,timestamp)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>timestamptz_bloom_ops</literal></entry>
<entry><literal>= (timestamptz,timestamptz)</literal></entry>
@@ -480,6 +615,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (timestamptz,timestamptz)</literal></entry></row>
<row><entry><literal>>= (timestamptz,timestamptz)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>timestamptz_minmax_multi_ops</literal></entry>
+ <entry><literal>= (timestamptz,timestamptz)</literal></entry>
+ </row>
+ <row><entry><literal>< (timestamptz,timestamptz)</literal></entry></row>
+ <row><entry><literal><= (timestamptz,timestamptz)</literal></entry></row>
+ <row><entry><literal>> (timestamptz,timestamptz)</literal></entry></row>
+ <row><entry><literal>>= (timestamptz,timestamptz)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>time_bloom_ops</literal></entry>
<entry><literal>= (time,time)</literal></entry>
@@ -494,6 +638,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (time,time)</literal></entry></row>
<row><entry><literal>>= (time,time)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>time_minmax_multi_ops</literal></entry>
+ <entry><literal>= (time,time)</literal></entry>
+ </row>
+ <row><entry><literal>< (time,time)</literal></entry></row>
+ <row><entry><literal><= (time,time)</literal></entry></row>
+ <row><entry><literal>> (time,time)</literal></entry></row>
+ <row><entry><literal>>= (time,time)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>timetz_bloom_ops</literal></entry>
<entry><literal>= (timetz,timetz)</literal></entry>
@@ -508,6 +661,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal>> (timetz,timetz)</literal></entry></row>
<row><entry><literal>>= (timetz,timetz)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>timetz_minmax_multi_ops</literal></entry>
+ <entry><literal>= (timetz,timetz)</literal></entry>
+ </row>
+ <row><entry><literal>< (timetz,timetz)</literal></entry></row>
+ <row><entry><literal><= (timetz,timetz)</literal></entry></row>
+ <row><entry><literal>> (timetz,timetz)</literal></entry></row>
+ <row><entry><literal>>= (timetz,timetz)</literal></entry></row>
+
<row>
<entry valign="middle"><literal>uuid_bloom_ops</literal></entry>
<entry><literal>= (uuid,uuid)</literal></entry>
@@ -522,6 +684,15 @@ LOG: request for BRIN range summarization for index "brin_wi_idx" page 128 was
<row><entry><literal><= (uuid,uuid)</literal></entry></row>
<row><entry><literal>>= (uuid,uuid)</literal></entry></row>
+ <row>
+ <entry valign="middle" morerows="4"><literal>uuid_minmax_multi_ops</literal></entry>
+ <entry><literal>= (uuid,uuid)</literal></entry>
+ </row>
+ <row><entry><literal>< (uuid,uuid)</literal></entry></row>
+ <row><entry><literal>> (uuid,uuid)</literal></entry></row>
+ <row><entry><literal><= (uuid,uuid)</literal></entry></row>
+ <row><entry><literal>>= (uuid,uuid)</literal></entry></row>
+
<row>
<entry valign="middle" morerows="4"><literal>varbit_minmax_ops</literal></entry>
<entry><literal>= (varbit,varbit)</literal></entry>
@@ -654,13 +825,14 @@ typedef struct BrinOpcInfo
</varlistentry>
</variablelist>
- The core distribution includes support for two types of operator classes:
- minmax and inclusion. Operator class definitions using them are shipped for
- in-core data types as appropriate. Additional operator classes can be
- defined by the user for other data types using equivalent definitions,
- without having to write any source code; appropriate catalog entries being
- declared is enough. Note that assumptions about the semantics of operator
- strategies are embedded in the support functions' source code.
+ The core distribution includes support for four types of operator classes:
+ minmax, multi-minmax, inclusion and bloom. Operator class definitions
+ using them are shipped for in-core data types as appropriate. Additional
+ operator classes can be defined by the user for other data types using
+ equivalent definitions, without having to write any source code;
+ appropriate catalog entries being declared is enough. Note that
+ assumptions about the semantics of operator strategies are embedded in the
+ support functions' source code.
</para>
<para>
@@ -957,6 +1129,72 @@ typedef struct BrinOpcInfo
and return a hash of the value.
</para>
+ <para>
+ The multi-minmax operator class is also intended for data types implementing
+ a totally ordered sets, and may be seen as a simple extension of the minmax
+ operator class. While minmax operator class summarizes values from each block
+ range into a single contiguous interval, multi-minmax allows summarization
+ into multiple smaller intervals to improve handling of outlier values.
+ It is possible to use the multi-minmax support procedures alongside the
+ corresponding operators, as shown in
+ <xref linkend="brin-extensibility-multi-minmax-table"/>.
+ All operator class members (procedures and operators) are mandatory.
+ </para>
+
+ <table id="brin-extensibility-multi-minmax-table">
+ <title>Procedure and Support Numbers for Multi-Minmax Operator Classes</title>
+ <tgroup cols="2">
+ <thead>
+ <row>
+ <entry>Operator class member</entry>
+ <entry>Object</entry>
+ </row>
+ </thead>
+ <tbody>
+ <row>
+ <entry>Support Procedure 1</entry>
+ <entry>internal function <function>brin_minmax_multi_opcinfo()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 2</entry>
+ <entry>internal function <function>brin_minmax_multi_add_value()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 3</entry>
+ <entry>internal function <function>brin_minmax_multi_consistent()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 4</entry>
+ <entry>internal function <function>brin_minmax_multi_union()</function></entry>
+ </row>
+ <row>
+ <entry>Support Procedure 11</entry>
+ <entry>function to compute distance between two values (length of a range)</entry>
+ </row>
+ <row>
+ <entry>Operator Strategy 1</entry>
+ <entry>operator less-than</entry>
+ </row>
+ <row>
+ <entry>Operator Strategy 2</entry>
+ <entry>operator less-than-or-equal-to</entry>
+ </row>
+ <row>
+ <entry>Operator Strategy 3</entry>
+ <entry>operator equal-to</entry>
+ </row>
+ <row>
+ <entry>Operator Strategy 4</entry>
+ <entry>operator greater-than-or-equal-to</entry>
+ </row>
+ <row>
+ <entry>Operator Strategy 5</entry>
+ <entry>operator greater-than</entry>
+ </row>
+ </tbody>
+ </tgroup>
+ </table>
+
<para>
Both minmax and inclusion operator classes support cross-data-type
operators, though with these the dependencies become more complicated.
diff --git a/doc/src/sgml/ref/create_index.sgml b/doc/src/sgml/ref/create_index.sgml
index a45691873c..e1f0f4c0a0 100644
--- a/doc/src/sgml/ref/create_index.sgml
+++ b/doc/src/sgml/ref/create_index.sgml
@@ -612,6 +612,17 @@ CREATE [ UNIQUE ] INDEX [ CONCURRENTLY ] [ [ IF NOT EXISTS ] <replaceable class=
</listitem>
</varlistentry>
+ <varlistentry>
+ <term><literal>values_per_range</literal></term>
+ <listitem>
+ <para>
+ Defines the maximum number of values stored by <acronym>BRIN</acronym>
+ minmax indexes to summarize a block range. Each value may represent
+ eiter a point, or boundary of an interval. Values must be be between
+ 8 and 256, and the default value is 32.
+ </para>
+ </listitem>
+ </varlistentry>
</variablelist>
</refsect2>
diff --git a/src/backend/access/brin/Makefile b/src/backend/access/brin/Makefile
index 6b56131215..a386cb71f1 100644
--- a/src/backend/access/brin/Makefile
+++ b/src/backend/access/brin/Makefile
@@ -17,6 +17,7 @@ OBJS = \
brin_bloom.o \
brin_inclusion.o \
brin_minmax.o \
+ brin_minmax_multi.o \
brin_pageops.o \
brin_revmap.o \
brin_tuple.o \
diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
new file mode 100644
index 0000000000..c90c721cac
--- /dev/null
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -0,0 +1,2982 @@
+/*
+ * brin_minmax_multi.c
+ * Implementation of Multi Min/Max opclass for BRIN
+ *
+ * Portions Copyright (c) 1996-2017, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ *
+ * Implements a variant of minmax opclass, where the summary is composed of
+ * multiple smaller intervals. This allows us to handle outliers, which
+ * usually makes the simple minmax opclass inefficient.
+ *
+ * Consider for example page range with simple minmax interval [1000,2000],
+ * and assume a new row gets inserted into the range with value 1000000.
+ * Due to that the interval gets [1000,1000000]. I.e. the minmax interval
+ * got 1000x wider and won't be useful to eliminate scan keys between 2001
+ * and 1000000.
+ *
+ * With multi-minmax opclass, we may have [1000,2000] interval initially,
+ * but after adding the new row we start tracking it as two interval:
+ *
+ * [1000,2000] and [1000000,1000000]
+ *
+ * This allow us to still eliminate the page range when the scan keys hit
+ * the gap between 2000 and 1000000, making it useful in cases when the
+ * simple minmax opclass gets inefficient.
+ *
+ * The number of intervals tracked per page range is somewhat flexible.
+ * What is restricted is the number of values per page range, and the limit
+ * is currently 64 (see values_per_range reloption). Collapsed intervals
+ * (with equal minimum and maximum value) are stored as a single value,
+ * while regular intervals require two values.
+ *
+ * When the number of values gets too high (by adding new values to the
+ * summary), we merge some of the intervals to free space for more values.
+ * This is done in a greedy way - we simply pick the two closest intervals,
+ * merge them, and repeat this until the number of values to store gets
+ * sufficiently low (below 75% of maximum values), but that is mostly
+ * arbitrary threshold and may be changed easily).
+ *
+ * To pick the closest intervals we use the "distance" support procedure,
+ * which measures space between two ranges (i.e. length of an interval).
+ * The computed value may be an approximation - in the worst case we will
+ * merge two ranges that are slightly less optimal at that step, but the
+ * index should still produce correct results.
+ *
+ *
+ * IDENTIFICATION
+ * src/backend/access/brin/brin_minmax_multi.c
+ */
+#include "postgres.h"
+
+/* needef for PGSQL_AF_INET */
+#include <sys/socket.h>
+
+#include "access/genam.h"
+#include "access/brin.h"
+#include "access/brin_internal.h"
+#include "access/brin_tuple.h"
+#include "access/reloptions.h"
+#include "access/stratnum.h"
+#include "access/htup_details.h"
+#include "catalog/pg_type.h"
+#include "catalog/pg_am.h"
+#include "catalog/pg_amop.h"
+#include "utils/array.h"
+#include "utils/builtins.h"
+#include "utils/date.h"
+#include "utils/datum.h"
+#include "utils/inet.h"
+#include "utils/lsyscache.h"
+#include "utils/memutils.h"
+#include "utils/numeric.h"
+#include "utils/pg_lsn.h"
+#include "utils/rel.h"
+#include "utils/syscache.h"
+#include "utils/timestamp.h"
+#include "utils/uuid.h"
+
+/*
+ * Additional SQL level support functions
+ *
+ * Procedure numbers must not use values reserved for BRIN itself; see
+ * brin_internal.h.
+ */
+#define MINMAX_MAX_PROCNUMS 1 /* maximum support procs we need */
+#define PROCNUM_DISTANCE 11 /* required, distance between values */
+
+/*
+ * Subtract this from procnum to obtain index in MinmaxMultiOpaque arrays
+ * (Must be equal to minimum of private procnums).
+ */
+#define PROCNUM_BASE 11
+
+/*
+ * Sizing the insert buffer - we use 10x the number of values specified
+ * in the reloption, but we cap it to 8192 not to get too large. When
+ * the buffer gets full, we reduce the number of values by half.
+ */
+#define MINMAX_BUFFER_FACTOR 10
+#define MINMAX_BUFFER_MIN 256
+#define MINMAX_BUFFER_MAX 8192
+#define MINMAX_BUFFER_LOAD_FACTOR 0.5
+
+typedef struct MinmaxMultiOpaque
+{
+ FmgrInfo extra_procinfos[MINMAX_MAX_PROCNUMS];
+ bool extra_proc_missing[MINMAX_MAX_PROCNUMS];
+ Oid cached_subtype;
+ FmgrInfo strategy_procinfos[BTMaxStrategyNumber];
+} MinmaxMultiOpaque;
+
+/*
+ * Storage type for BRIN's minmax reloptions
+ */
+typedef struct MinMaxOptions
+{
+ int32 vl_len_; /* varlena header (do not touch directly!) */
+ int valuesPerRange; /* number of values per range */
+} MinMaxOptions;
+
+#define MINMAX_DEFAULT_VALUES_PER_PAGE 32
+
+#define MinMaxGetValuesPerRange(opts) \
+ ((opts) && (((MinMaxOptions *) (opts))->valuesPerRange != 0) ? \
+ ((MinMaxOptions *) (opts))->valuesPerRange : \
+ MINMAX_DEFAULT_VALUES_PER_PAGE)
+
+#define SAMESIGN(a,b) (((a) < 0) == ((b) < 0))
+
+/*
+ * The summary of multi-minmax indexes has two representations - Ranges for
+ * convenient processing, and SerializedRanges for storage in bytea value.
+ *
+ * The Ranges struct stores the boundary values in a single array, but we
+ * treat regular and single-point ranges differently to save space. For
+ * regular ranges (with different boundary values) we have to store both
+ * values, while for "single-point ranges" we only need to save one value.
+ *
+ * The 'values' array stores boundary values for regular ranges first (there
+ * are 2*nranges values to store), and then the nvalues boundary values for
+ * single-point ranges. That is, we have (2*nranges + nvalues) boundary
+ * values in the array.
+ *
+ * +---------------------------------+-------------------------------+
+ * | ranges (sorted pairs of values) | sorted values (single points) |
+ * +---------------------------------+-------------------------------+
+ *
+ * This allows us to quickly add new values, and store outliers without
+ * making the other ranges very wide.
+ *
+ * We never store more than maxvalues values (as set by values_per_range
+ * reloption). If needed we merge some of the ranges.
+ *
+ * To minimize palloc overhead, we always allocate the full array with
+ * space for maxvalues elements. This should be fine as long as the
+ * maxvalues is reasonably small (64 seems fine), which is the case
+ * thanks to values_per_range reloption being limited to 256.
+ */
+typedef struct Ranges
+{
+ /* Cache information that we need quite often. */
+ Oid typid;
+ Oid colloid;
+ AttrNumber attno;
+ FmgrInfo *cmp;
+
+ /* (2*nranges + nvalues) <= maxvalues */
+ int nranges; /* number of ranges in the array (stored) */
+ int nsorted; /* number of sorted values (ranges + points) */
+ int nvalues; /* number of values in the data array (all) */
+ int maxvalues; /* maximum number of values (reloption) */
+
+ /*
+ * We simply add the values into a large buffer, without any expensive
+ * steps (sorting, deduplication, ...). The buffer is a multiple of the
+ * target number of values, so the compaction happen less often,
+ * amortizing the costs. We keep the actual target and compact to the
+ * requested number of values at the very end, before serializing to
+ * on-disk representation.
+ */
+ /* requested number of values */
+ int target_maxvalues;
+
+ /* values stored for this range - either raw values, or ranges */
+ Datum values[FLEXIBLE_ARRAY_MEMBER];
+} Ranges;
+
+/*
+ * On-disk the summary is stored as a bytea value, with a simple header
+ * with basic metadata, followed by the boundary values. It has a varlena
+ * header, so can be treated as varlena directly.
+ *
+ * See range_serialize/range_deserialize for serialization details.
+ */
+typedef struct SerializedRanges
+{
+ /* varlena header (do not touch directly!) */
+ int32 vl_len_;
+
+ /* type of values stored in the data array */
+ Oid typid;
+
+ /* (2*nranges + nvalues) <= maxvalues */
+ int nranges; /* number of ranges in the array (stored) */
+ int nvalues; /* number of values in the data array (all) */
+ int maxvalues; /* maximum number of values (reloption) */
+
+ /* contains the actual data */
+ char data[FLEXIBLE_ARRAY_MEMBER];
+} SerializedRanges;
+
+static SerializedRanges *range_serialize(Ranges *range);
+
+static Ranges *range_deserialize(int maxvalues, SerializedRanges *range);
+
+
+/*
+ * Used to represent ranges expanded to make merging and combining easier.
+ *
+ * Each expanded range is essentially an interval, represented by min/max
+ * values, along with a flag whether it's a collapsed range (in which case
+ * the min and max values are equal). We have the flag to handle by-ref
+ * data types - we can't simply compare the datums, and this saves some
+ * calls to the type-specific comparator function.
+ */
+typedef struct ExpandedRange
+{
+ Datum minval; /* lower boundary */
+ Datum maxval; /* upper boundary */
+ bool collapsed; /* true if minval==maxval */
+} ExpandedRange;
+
+/*
+ * Represents a distance between two ranges (identified by index into
+ * an array of extended ranges).
+ */
+typedef struct DistanceValue
+{
+ int index;
+ double value;
+} DistanceValue;
+
+
+/* Cache for support and strategy procesures. */
+
+static FmgrInfo *minmax_multi_get_procinfo(BrinDesc *bdesc, uint16 attno,
+ uint16 procnum);
+
+static FmgrInfo *minmax_multi_get_strategy_procinfo(BrinDesc *bdesc,
+ uint16 attno, Oid subtype,
+ uint16 strategynum);
+
+typedef struct compare_context
+{
+ FmgrInfo *cmpFn;
+ Oid colloid;
+} compare_context;
+
+static int compare_values(const void *a, const void *b, void *arg);
+
+
+#ifdef USE_ASSERT_CHECKING
+/*
+ * Check that the order of the array values is correct, using the cmp
+ * function (which should be BTLessStrategyNumber).
+ */
+static void
+AssertArrayOrder(FmgrInfo *cmp, Oid colloid, Datum *values, int nvalues)
+{
+ int i;
+ Datum lt;
+
+ for (i = 0; i < (nvalues - 1); i++)
+ {
+ lt = FunctionCall2Coll(cmp, colloid, values[i], values[i + 1]);
+ Assert(DatumGetBool(lt));
+ }
+}
+#endif
+
+/*
+ * Comprehensive check of the Ranges structure.
+ */
+static void
+AssertCheckRanges(Ranges *ranges, FmgrInfo *cmpFn, Oid colloid)
+{
+#ifdef USE_ASSERT_CHECKING
+ int i;
+
+ /* some basic sanity checks */
+ Assert(ranges->nranges >= 0);
+ Assert(ranges->nsorted >= 0);
+ Assert(ranges->nvalues >= ranges->nsorted);
+ Assert(ranges->maxvalues >= 2 * ranges->nranges + ranges->nvalues);
+ Assert(ranges->typid != InvalidOid);
+
+ /*
+ * First the ranges - there are 2*nranges boundary values, and the values
+ * have to be strictly ordered (equal values would mean the range is
+ * collapsed, and should be stored as a point). This also guarantees that
+ * the ranges do not overlap.
+ */
+ AssertArrayOrder(cmpFn, colloid, ranges->values, 2 * ranges->nranges);
+
+ /* then the single-point ranges (with nvalues boundar values ) */
+ AssertArrayOrder(cmpFn, colloid, &ranges->values[2 * ranges->nranges],
+ ranges->nsorted);
+
+ /*
+ * Check that none of the values are not covered by ranges (both sorted
+ * and unsorted)
+ */
+ for (i = 0; i < ranges->nvalues; i++)
+ {
+ Datum compar;
+ int start,
+ end;
+ Datum minvalue,
+ maxvalue;
+
+ Datum value = ranges->values[2 * ranges->nranges + i];
+
+ if (ranges->nranges == 0)
+ break;
+
+ minvalue = ranges->values[0];
+ maxvalue = ranges->values[2 * ranges->nranges - 1];
+
+ /*
+ * Is the value smaller than the minval? If yes, we'll recurse to the
+ * left side of range array.
+ */
+ compar = FunctionCall2Coll(cmpFn, colloid, value, minvalue);
+
+ /* smaller than the smallest value in the first range */
+ if (DatumGetBool(compar))
+ continue;
+
+ /*
+ * Is the value greater than the minval? If yes, we'll recurse to the
+ * right side of range array.
+ */
+ compar = FunctionCall2Coll(cmpFn, colloid, maxvalue, value);
+
+ /* larger than the largest value in the last range */
+ if (DatumGetBool(compar))
+ continue;
+
+ start = 0; /* first range */
+ end = ranges->nranges - 1; /* last range */
+ while (true)
+ {
+ int midpoint = (start + end) / 2;
+
+ /* this means we ran out of ranges in the last step */
+ if (start > end)
+ break;
+
+ /* copy the min/max values from the ranges */
+ minvalue = ranges->values[2 * midpoint];
+ maxvalue = ranges->values[2 * midpoint + 1];
+
+ /*
+ * Is the value smaller than the minval? If yes, we'll recurse to
+ * the left side of range array.
+ */
+ compar = FunctionCall2Coll(cmpFn, colloid, value, minvalue);
+
+ /* smaller than the smallest value in this range */
+ if (DatumGetBool(compar))
+ {
+ end = (midpoint - 1);
+ continue;
+ }
+
+ /*
+ * Is the value greater than the minval? If yes, we'll recurse to
+ * the right side of range array.
+ */
+ compar = FunctionCall2Coll(cmpFn, colloid, maxvalue, value);
+
+ /* larger than the largest value in this range */
+ if (DatumGetBool(compar))
+ {
+ start = (midpoint + 1);
+ continue;
+ }
+
+ /* hey, we found a matching range */
+ Assert(false);
+ }
+ }
+
+ /* and values in the unsorted part must not be in sorted part */
+ for (i = ranges->nsorted; i < ranges->nvalues; i++)
+ {
+ compare_context cxt;
+ Datum value = ranges->values[2 * ranges->nranges + i];
+
+ if (ranges->nsorted == 0)
+ break;
+
+ cxt.colloid = ranges->colloid;
+ cxt.cmpFn = ranges->cmp;
+
+ Assert(bsearch_arg(&value, &ranges->values[2 * ranges->nranges],
+ ranges->nsorted, sizeof(Datum),
+ compare_values, (void *) &cxt) == NULL);
+ }
+#endif
+}
+
+/*
+ * Check that the expanded ranges (built when reducing the number of ranges
+ * by combining some of them) are correctly sorted and do not overlap.
+ */
+static void
+AssertValidExpandedRanges(BrinDesc *bdesc, Oid colloid, AttrNumber attno,
+ Form_pg_attribute attr, ExpandedRange *ranges,
+ int nranges)
+{
+#ifdef USE_ASSERT_CHECKING
+ int i;
+ FmgrInfo *eq;
+ FmgrInfo *lt;
+
+ eq = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTEqualStrategyNumber);
+
+ lt = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTLessStrategyNumber);
+
+ /*
+ * Each range independently should be valid, i.e. that for the boundary
+ * values (lower <= upper).
+ */
+ for (i = 0; i < nranges; i++)
+ {
+ Datum r;
+ Datum minval = ranges[i].minval;
+ Datum maxval = ranges[i].maxval;
+
+ if (ranges[i].collapsed) /* collapsed: minval == maxval */
+ r = FunctionCall2Coll(eq, colloid, minval, maxval);
+ else /* non-collapsed: minval < maxval */
+ r = FunctionCall2Coll(lt, colloid, minval, maxval);
+
+ Assert(DatumGetBool(r));
+ }
+
+ /*
+ * And the ranges should be ordered and must nor overlap, i.e. upper <
+ * lower for boundaries of consecutive ranges.
+ */
+ for (i = 0; i < nranges - 1; i++)
+ {
+ Datum r;
+ Datum maxval = ranges[i].maxval;
+ Datum minval = ranges[i + 1].minval;
+
+ r = FunctionCall2Coll(lt, colloid, maxval, minval);
+
+ Assert(DatumGetBool(r));
+ }
+#endif
+}
+
+
+/*
+ * minmax_multi_init
+ * Initialize the deserialized range list, allocate all the memory.
+ *
+ * This is only in-memory representation of the ranges, so we allocate
+ * everything enough space for the maximum number of values (so as not
+ * to have to do repallocs as the ranges grow).
+ */
+static Ranges *
+minmax_multi_init(int maxvalues)
+{
+ Size len;
+ Ranges *ranges;
+
+ Assert(maxvalues > 0);
+
+ len = offsetof(Ranges, values); /* fixed header */
+ len += maxvalues * sizeof(Datum); /* Datum values */
+
+ ranges = (Ranges *) palloc0(len);
+
+ ranges->maxvalues = maxvalues;
+
+ return ranges;
+}
+
+
+/*
+ * range_deduplicate_values
+ * Deduplicate the part with values in the simple points.
+ *
+ * This is meant to be a cheaper way of reducing the size of the ranges. It
+ * does not touch the ranges, and only sorts the other values - it does not
+ * call the distance functions, which may be quite expensive, etc.
+ */
+static void
+range_deduplicate_values(Ranges *range)
+{
+ int i,
+ n;
+ int start;
+ compare_context cxt;
+
+ /*
+ * If there are no unsorted values, we're done (this probably can't
+ * happen, as we're adding values to unsorted part).
+ */
+ if (range->nsorted == range->nvalues)
+ return;
+
+ /* sort the values */
+ cxt.colloid = range->colloid;
+ cxt.cmpFn = range->cmp;
+
+ /* how many values to sort? */
+ start = 2 * range->nranges;
+
+ qsort_arg(&range->values[start],
+ range->nvalues, sizeof(Datum),
+ compare_values, (void *) &cxt);
+
+ n = 1;
+ for (i = 1; i < range->nvalues; i++)
+ {
+ /* same as preceding value, so store it */
+ if (compare_values(&range->values[start + i - 1],
+ &range->values[start + i],
+ (void *) &cxt) == 0)
+ continue;
+
+ range->values[start + n] = range->values[start + i];
+
+ n++;
+ }
+
+ /* now all the values are sorted */
+ range->nvalues = n;
+ range->nsorted = n;
+
+ AssertCheckRanges(range, range->cmp, range->colloid);
+}
+
+
+/*
+ * range_serialize
+ * Serialize the in-memory representation into a compact varlena value.
+ *
+ * Simply copy the header and then also the individual values, as stored
+ * in the in-memory value array.
+ */
+static SerializedRanges *
+range_serialize(Ranges *range)
+{
+ Size len;
+ int nvalues;
+ SerializedRanges *serialized;
+ Oid typid;
+ int typlen;
+ bool typbyval;
+
+ int i;
+ char *ptr;
+
+ /* simple sanity checks */
+ Assert(range->nranges >= 0);
+ Assert(range->nsorted >= 0);
+ Assert(range->nvalues >= 0);
+ Assert(range->maxvalues > 0);
+ Assert(range->target_maxvalues > 0);
+
+ /* at this point the range should be compacted to the target size */
+ Assert(2 * range->nranges + range->nvalues <= range->target_maxvalues);
+
+ Assert(range->target_maxvalues <= range->maxvalues);
+
+ /* range boundaries are always sorted */
+ Assert(range->nvalues >= range->nsorted);
+
+ /* deduplicate values, if there's unsorted part */
+ range_deduplicate_values(range);
+
+ /* see how many Datum values we actually have */
+ nvalues = 2 * range->nranges + range->nvalues;
+
+ typid = range->typid;
+ typbyval = get_typbyval(typid);
+ typlen = get_typlen(typid);
+
+ /* header is always needed */
+ len = offsetof(SerializedRanges, data);
+
+ /*
+ * The space needed depends on data type - for fixed-length data types
+ * (by-value and some by-reference) it's pretty simple, just multiply
+ * (attlen * nvalues) and we're done. For variable-length by-reference
+ * types we need to actually walk all the values and sum the lengths.
+ */
+ if (typlen == -1) /* varlena */
+ {
+ int i;
+
+ for (i = 0; i < nvalues; i++)
+ {
+ len += VARSIZE_ANY(range->values[i]);
+ }
+ }
+ else if (typlen == -2) /* cstring */
+ {
+ int i;
+
+ for (i = 0; i < nvalues; i++)
+ {
+ /* don't forget to include the null terminator ;-) */
+ len += strlen(DatumGetPointer(range->values[i])) + 1;
+ }
+ }
+ else /* fixed-length types (even by-reference) */
+ {
+ Assert(typlen > 0);
+ len += nvalues * typlen;
+ }
+
+ /*
+ * Allocate the serialized object, copy the basic information. The
+ * serialized object is a varlena, so update the header.
+ */
+ serialized = (SerializedRanges *) palloc0(len);
+ SET_VARSIZE(serialized, len);
+
+ serialized->typid = typid;
+ serialized->nranges = range->nranges;
+ serialized->nvalues = range->nvalues;
+ serialized->maxvalues = range->target_maxvalues;
+
+ /*
+ * And now copy also the boundary values (like the length calculation this
+ * depends on the particular data type).
+ */
+ ptr = serialized->data; /* start of the serialized data */
+
+ for (i = 0; i < nvalues; i++)
+ {
+ if (typbyval) /* simple by-value data types */
+ {
+ memcpy(ptr, &range->values[i], typlen);
+ ptr += typlen;
+ }
+ else if (typlen > 0) /* fixed-length by-ref types */
+ {
+ memcpy(ptr, DatumGetPointer(range->values[i]), typlen);
+ ptr += typlen;
+ }
+ else if (typlen == -1) /* varlena */
+ {
+ int tmp = VARSIZE_ANY(DatumGetPointer(range->values[i]));
+
+ memcpy(ptr, DatumGetPointer(range->values[i]), tmp);
+ ptr += tmp;
+ }
+ else if (typlen == -2) /* cstring */
+ {
+ int tmp = strlen(DatumGetPointer(range->values[i])) + 1;
+
+ memcpy(ptr, DatumGetPointer(range->values[i]), tmp);
+ ptr += tmp;
+ }
+
+ /* make sure we haven't overflown the buffer end */
+ Assert(ptr <= ((char *) serialized + len));
+ }
+
+ /* exact size */
+ Assert(ptr == ((char *) serialized + len));
+
+ return serialized;
+}
+
+/*
+ * range_deserialize
+ * Serialize the in-memory representation into a compact varlena value.
+ *
+ * Simply copy the header and then also the individual values, as stored
+ * in the in-memory value array.
+ */
+static Ranges *
+range_deserialize(int maxvalues, SerializedRanges *serialized)
+{
+ int i,
+ nvalues;
+ char *ptr;
+ bool typbyval;
+ int typlen;
+
+ Ranges *range;
+
+ Assert(serialized->nranges >= 0);
+ Assert(serialized->nvalues >= 0);
+ Assert(serialized->maxvalues > 0);
+
+ nvalues = 2 * serialized->nranges + serialized->nvalues;
+
+ Assert(nvalues <= serialized->maxvalues);
+ Assert(serialized->maxvalues <= maxvalues);
+
+ range = minmax_multi_init(maxvalues);
+
+ /* copy the header info */
+ range->nranges = serialized->nranges;
+ range->nvalues = serialized->nvalues;
+ range->nsorted = serialized->nvalues;
+ range->maxvalues = maxvalues;
+ range->target_maxvalues = serialized->maxvalues;
+
+ range->typid = serialized->typid;
+
+ typbyval = get_typbyval(serialized->typid);
+ typlen = get_typlen(serialized->typid);
+
+ /*
+ * And now deconstruct the values into Datum array. We don't need to copy
+ * the values and will instead just point the values to the serialized
+ * varlena value (assuming it will be kept around).
+ */
+ ptr = serialized->data;
+
+ for (i = 0; i < nvalues; i++)
+ {
+ if (typbyval) /* simple by-value data types */
+ {
+ memcpy(&range->values[i], ptr, typlen);
+ ptr += typlen;
+ }
+ else if (typlen > 0) /* fixed-length by-ref types */
+ {
+ /* no copy, just set the value to the pointer */
+ range->values[i] = PointerGetDatum(ptr);
+ ptr += typlen;
+ }
+ else if (typlen == -1) /* varlena */
+ {
+ range->values[i] = PointerGetDatum(ptr);
+ ptr += VARSIZE_ANY(DatumGetPointer(range->values[i]));
+ }
+ else if (typlen == -2) /* cstring */
+ {
+ range->values[i] = PointerGetDatum(ptr);
+ ptr += strlen(DatumGetPointer(range->values[i])) + 1;
+ }
+
+ /* make sure we haven't overflown the buffer end */
+ Assert(ptr <= ((char *) serialized + VARSIZE_ANY(serialized)));
+ }
+
+ /* should have consumed the whole input value exactly */
+ Assert(ptr == ((char *) serialized + VARSIZE_ANY(serialized)));
+
+ /* return the deserialized value */
+ return range;
+}
+
+/*
+ * compare_expanded_ranges
+ * Compare the expanded ranges - first by minimum, then by maximum.
+ *
+ * We do guarantee that ranges in a single Range object do not overlap,
+ * so it may seem strange that we don't order just by minimum. But when
+ * merging two Ranges (which happens in the union function), the ranges
+ * may in fact overlap. So we do compare both.
+ */
+static int
+compare_expanded_ranges(const void *a, const void *b, void *arg)
+{
+ ExpandedRange *ra = (ExpandedRange *) a;
+ ExpandedRange *rb = (ExpandedRange *) b;
+ Datum r;
+
+ compare_context *cxt = (compare_context *) arg;
+
+ /* first compare minvals */
+ r = FunctionCall2Coll(cxt->cmpFn, cxt->colloid, ra->minval, rb->minval);
+
+ if (DatumGetBool(r))
+ return -1;
+
+ r = FunctionCall2Coll(cxt->cmpFn, cxt->colloid, rb->minval, ra->minval);
+
+ if (DatumGetBool(r))
+ return 1;
+
+ /* then compare maxvals */
+ r = FunctionCall2Coll(cxt->cmpFn, cxt->colloid, ra->maxval, rb->maxval);
+
+ if (DatumGetBool(r))
+ return -1;
+
+ r = FunctionCall2Coll(cxt->cmpFn, cxt->colloid, rb->maxval, ra->maxval);
+
+ if (DatumGetBool(r))
+ return 1;
+
+ return 0;
+}
+
+/*
+ * compare_values
+ * Compare the values.
+ */
+static int
+compare_values(const void *a, const void *b, void *arg)
+{
+ Datum *da = (Datum *) a;
+ Datum *db = (Datum *) b;
+ Datum r;
+
+ compare_context *cxt = (compare_context *) arg;
+
+ r = FunctionCall2Coll(cxt->cmpFn, cxt->colloid, *da, *db);
+
+ if (DatumGetBool(r))
+ return -1;
+
+ r = FunctionCall2Coll(cxt->cmpFn, cxt->colloid, *db, *da);
+
+ if (DatumGetBool(r))
+ return 1;
+
+ return 0;
+}
+
+/*
+ * Check if the new value matches one of the existing ranges.
+ */
+static bool
+has_matching_range(BrinDesc *bdesc, Oid colloid, Ranges *ranges,
+ Datum newval, AttrNumber attno, Oid typid)
+{
+ Datum compar;
+
+ Datum minvalue = ranges->values[0];
+ Datum maxvalue = ranges->values[2 * ranges->nranges - 1];
+
+ FmgrInfo *cmpLessFn;
+ FmgrInfo *cmpGreaterFn;
+
+ /* binary search on ranges */
+ int start,
+ end;
+
+ if (ranges->nranges == 0)
+ return false;
+
+ /*
+ * Otherwise, need to compare the new value with boundaries of all the
+ * ranges. First check if it's less than the absolute minimum, which is
+ * the first value in the array.
+ */
+ cmpLessFn = minmax_multi_get_strategy_procinfo(bdesc, attno, typid,
+ BTLessStrategyNumber);
+ compar = FunctionCall2Coll(cmpLessFn, colloid, newval, minvalue);
+
+ /* smaller than the smallest value in the range list */
+ if (DatumGetBool(compar))
+ return false;
+
+ /*
+ * And now compare it to the existing maximum (last value in the data
+ * array). But only if we haven't already ruled out a possible match in
+ * the minvalue check.
+ */
+ cmpGreaterFn = minmax_multi_get_strategy_procinfo(bdesc, attno, typid,
+ BTGreaterStrategyNumber);
+ compar = FunctionCall2Coll(cmpGreaterFn, colloid, newval, maxvalue);
+
+ if (DatumGetBool(compar))
+ return false;
+
+ /*
+ * So we know it's in the general min/max, the question is whether it
+ * falls in one of the ranges or gaps. We'll do a binary search on the on
+ * the individual ranges - for each range we check equality (value falls
+ * into the range), and then check ranges either above or below the
+ * current range.
+ */
+ start = 0; /* first range */
+ end = (ranges->nranges - 1); /* last range */
+ while (true)
+ {
+ int midpoint = (start + end) / 2;
+
+ /* this means we ran out of ranges in the last step */
+ if (start > end)
+ return false;
+
+ /* copy the min/max values from the ranges */
+ minvalue = ranges->values[2 * midpoint];
+ maxvalue = ranges->values[2 * midpoint + 1];
+
+ /*
+ * Is the value smaller than the minval? If yes, we'll recurse to the
+ * left side of range array.
+ */
+ compar = FunctionCall2Coll(cmpLessFn, colloid, newval, minvalue);
+
+ /* smaller than the smallest value in this range */
+ if (DatumGetBool(compar))
+ {
+ end = (midpoint - 1);
+ continue;
+ }
+
+ /*
+ * Is the value greater than the minval? If yes, we'll recurse to the
+ * right side of range array.
+ */
+ compar = FunctionCall2Coll(cmpGreaterFn, colloid, newval, maxvalue);
+
+ /* larger than the largest value in this range */
+ if (DatumGetBool(compar))
+ {
+ start = (midpoint + 1);
+ continue;
+ }
+
+ /* hey, we found a matching range */
+ return true;
+ }
+
+ return false;
+}
+
+
+/*
+ * range_contains_value
+ * See if the new value is already contained in the range list.
+ *
+ * We first inspect the list of intervals. We use a small trick - we check
+ * the value against min/max of the whole range (min of the first interval,
+ * max of the last one) first, and only inspect the individual intervals if
+ * this passes.
+ *
+ * If the value matches none of the intervals, we check the exact values.
+ * We simply loop through them and invoke equality operator on them.
+ *
+ * XXX We only inspect the sorted parts, which means we may add duplicate
+ * values. It may produce some false negatives when adding the values, but
+ * only after we already added some values (otherwise there is no unsorted
+ * part). And when querying the index, there should be no unsorted values,
+ * because the values are sorted and deduplicated during serialization.
+ */
+static bool
+range_contains_value(BrinDesc *bdesc, Oid colloid,
+ AttrNumber attno, Form_pg_attribute attr,
+ Ranges *ranges, Datum newval)
+{
+ int i;
+ FmgrInfo *cmpEqualFn;
+ Oid typid = attr->atttypid;
+
+ /*
+ * First inspect the ranges, if there are any. We first check the whole
+ * range, and only when there's still a chance of getting a match we
+ * inspect the individual ranges.
+ */
+ if (has_matching_range(bdesc, colloid, ranges, newval, attno, typid))
+ return true;
+
+ cmpEqualFn = minmax_multi_get_strategy_procinfo(bdesc, attno, typid,
+ BTEqualStrategyNumber);
+
+ /*
+ * There is no matching range, so let's inspect the sorted values.
+ *
+ * XXX We do a sequential search for small number of values, and binary
+ * search once we have more than 16 values. This threshold is somewhat
+ * arbitrary, as it depends on how expensive the comparison function is.
+ * So maybe we should just do the binary search all the time.
+ *
+ * XXX If we use the threshold here, maybe we should do the same thing in
+ * has_matching_range?
+ */
+ if (ranges->nsorted >= 16)
+ {
+ compare_context cxt;
+
+ cxt.colloid = ranges->colloid;
+ cxt.cmpFn = ranges->cmp;
+
+ if (bsearch_arg(&newval, &ranges->values[2 * ranges->nranges],
+ ranges->nsorted, sizeof(Datum),
+ compare_values, (void *) &cxt) != NULL)
+ return true;
+ }
+ else
+ {
+ for (i = 2 * ranges->nranges; i < 2 * ranges->nranges + ranges->nsorted; i++)
+ {
+ Datum compar;
+
+ compar = FunctionCall2Coll(cmpEqualFn, colloid, newval, ranges->values[i]);
+
+ /* found an exact match */
+ if (DatumGetBool(compar))
+ return true;
+ }
+ }
+
+ /* the value is not covered by this BRIN tuple */
+ return false;
+}
+
+/*
+ * Expand ranges from Ranges into ExpandedRange array. This expects the
+ * eranges to be pre-allocated and with the correct size - there needs to be
+ * (nranges + nvalues) elements.
+ *
+ * The order of expanded ranges is arbitrary. We do expand the ranges first,
+ * and this part is sorted. But then we expand the values, and this part may
+ * be unsorted.
+ */
+static void
+fill_expanded_ranges(ExpandedRange *eranges, int neranges, Ranges *ranges)
+{
+ int idx;
+ int i;
+
+ /* Check that the output array has the right size. */
+ Assert(neranges == (2 * ranges->nranges + ranges->nvalues));
+
+ idx = 0;
+ for (i = 0; i < ranges->nranges; i++)
+ {
+ eranges[idx].minval = ranges->values[2 * i];
+ eranges[idx].maxval = ranges->values[2 * i + 1];
+ eranges[idx].collapsed = false;
+ idx++;
+
+ Assert(idx <= neranges);
+ }
+
+ for (i = 0; i < ranges->nvalues; i++)
+ {
+ eranges[idx].minval = ranges->values[2 * ranges->nranges + i];
+ eranges[idx].maxval = ranges->values[2 * ranges->nranges + i];
+ eranges[idx].collapsed = true;
+ idx++;
+
+ Assert(idx <= neranges);
+ }
+
+ /* Did we produce the expected number of elements? */
+ Assert(idx == neranges);
+
+ return;
+}
+
+/*
+ * Sort and deduplicate expanded ranges.
+ *
+ * The ranges may be deduplicated - we're simply appending values, without
+ * checking for duplicates etc. So maybe the deduplication will reduce the
+ * number of ranges enough, and we won't have to compute the distances etc.
+ *
+ * Returns the number of expanded ranges.
+ *
+ * XXX We do perform qsort on all the values, but we could also leverage
+ * the fact that some of the input data is already sorted (all the ranges
+ * and possibly some of the points) and do merge sort.
+ */
+static int
+sort_expanded_ranges(FmgrInfo *cmp, Oid colloid,
+ ExpandedRange *eranges, int neranges)
+{
+ int n;
+ int i;
+ compare_context cxt;
+
+ Assert(neranges > 0);
+
+ /* sort the values */
+ cxt.colloid = colloid;
+ cxt.cmpFn = cmp;
+
+ qsort_arg(eranges, neranges, sizeof(ExpandedRange),
+ compare_expanded_ranges, (void *) &cxt);
+
+ /*
+ * Deduplicate the ranges - simply compare each range to the preceding
+ * one, and skip the duplicate ones.
+ */
+ n = 1;
+ for (i = 1; i < neranges; i++)
+ {
+ /* if the current range is equal to the preceding one, do nothing */
+ if (!compare_expanded_ranges(&eranges[i - 1], &eranges[i], (void *) &cxt))
+ continue;
+
+ /* otherwise copy it to n-th place (if not already there) */
+ if (i != n)
+ memcpy(&eranges[n], &eranges[i], sizeof(ExpandedRange));
+
+ n++;
+ }
+
+ Assert((n > 0) && (n <= neranges));
+
+ return n;
+}
+
+/*
+ * When combining multiple Range values (in union function), some of the
+ * ranges may overlap. We simply merge the overlapping ranges to fix that.
+ *
+ * XXX This assumes the expanded ranges were previously sorted (by minval
+ * and then maxval). We leverage this when detecting overlap.
+ */
+static int
+merge_overlapping_ranges(FmgrInfo *cmp, Oid colloid,
+ ExpandedRange *eranges, int neranges)
+{
+ int idx;
+
+ /* Merge ranges (idx) and (idx+1) if they overlap. */
+ idx = 0;
+ while (idx < (neranges - 1))
+ {
+ Datum r;
+
+ /*
+ * comparing [?,maxval] vs. [minval,?] - the ranges overlap if (minval
+ * < maxval)
+ */
+ r = FunctionCall2Coll(cmp, colloid,
+ eranges[idx].maxval,
+ eranges[idx + 1].minval);
+
+ /*
+ * Nope, maxval < minval, so no overlap. And we know the ranges are
+ * ordered, so there are no more overlaps, because all the remaining
+ * ranges have greater or equal minval.
+ */
+ if (DatumGetBool(r))
+ {
+ /* proceed to the next range */
+ idx += 1;
+ continue;
+ }
+
+ /*
+ * So ranges 'idx' and 'idx+1' do overlap, but we don't know if
+ * 'idx+1' is contained in 'idx', or if they only overlap only
+ * partially. So compare the upper bounds and keep the larger one.
+ */
+ r = FunctionCall2Coll(cmp, colloid,
+ eranges[idx].maxval,
+ eranges[idx + 1].maxval);
+
+ if (DatumGetBool(r))
+ eranges[idx].maxval = eranges[idx + 1].maxval;
+
+ /*
+ * The range certainly is no longer collapsed (irrespectedly of the
+ * previous state).
+ */
+ eranges[idx].collapsed = false;
+
+ /*
+ * Now get rid of the (idx+1) range entirely by shifting the remaining
+ * ranges by 1. There are ncranges elements, and we need to move
+ * elements from (idx+2). That means the number of elements to move is
+ * [ncranges - (idx+2)].
+ */
+ memmove(&eranges[idx + 1], &eranges[idx + 2],
+ (neranges - (idx + 2)) * sizeof(ExpandedRange));
+
+ /*
+ * Decrease the number of ranges, and repeat (with the same range, as
+ * it might overlap with additional ranges thanks to the merge).
+ */
+ neranges--;
+ }
+
+ return neranges;
+}
+
+/*
+ * Simple comparator for distance values, comparing the double value.
+ * This is intentionally sorting the distances in descending order, i.e.
+ * the longer gaps will be at the front.
+ */
+static int
+compare_distances(const void *a, const void *b)
+{
+ DistanceValue *da = (DistanceValue *) a;
+ DistanceValue *db = (DistanceValue *) b;
+
+ if (da->value < db->value)
+ return 1;
+ else if (da->value > db->value)
+ return -1;
+
+ return 0;
+}
+
+/*
+ * Given an array of expanded ranges, compute distance of the gaps betwen
+ * the ranges - for ncranges there are (ncranges-1) gaps.
+ *
+ * We simply call the "distance" function to compute the (max-min) for pairs
+ * of consecutive ranges. The function may be fairly expensive, so we do that
+ * just once (and then use it to pick as many ranges to merge as possible).
+ *
+ * See reduce_expanded_ranges for details.
+ */
+static DistanceValue *
+build_distances(FmgrInfo *distanceFn, Oid colloid,
+ ExpandedRange *eranges, int neranges)
+{
+ int i;
+ int ndistances;
+ DistanceValue *distances;
+
+ Assert(neranges >= 2);
+
+ ndistances = (neranges - 1);
+ distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * ndistances);
+
+ /*
+ * Walk though the ranges once and compute distance between the ranges so
+ * that we can sort them once.
+ */
+ for (i = 0; i < ndistances; i++)
+ {
+ Datum a1,
+ a2,
+ r;
+
+ a1 = eranges[i].maxval;
+ a2 = eranges[i + 1].minval;
+
+ /* compute length of the gap (between max/min) */
+ r = FunctionCall2Coll(distanceFn, colloid, a1, a2);
+
+ /* remember the index of the gap the distance is for */
+ distances[i].index = i;
+ distances[i].value = DatumGetFloat8(r);
+ }
+
+ /*
+ * Sort the distances in descending order, so that the longest gaps are at
+ * the front.
+ */
+ pg_qsort(distances, ndistances, sizeof(DistanceValue), compare_distances);
+
+ return distances;
+}
+
+/*
+ * Builds expanded ranges for the existing ranges (and single-point ranges),
+ * and also the new value (which did not fit into the array). This expanded
+ * representation makes the processing a bit easier, as it allows handling
+ * ranges and points the same way.
+ *
+ * We sort and deduplicate the expanded ranges - this is necessary, because
+ * the points may be unsorted. And moreover the two parts (ranges and
+ * points) are sorted on their own.
+ */
+static ExpandedRange *
+build_expanded_ranges(FmgrInfo *cmp, Oid colloid, Ranges *ranges,
+ int *nranges)
+{
+ int neranges;
+ ExpandedRange *eranges;
+
+ /* both ranges and points are expanded into a separate element */
+ neranges = ranges->nranges + ranges->nvalues;
+
+ eranges = (ExpandedRange *) palloc0(neranges * sizeof(ExpandedRange));
+
+ /* fill the expanded ranges */
+ fill_expanded_ranges(eranges, neranges, ranges);
+
+ /* sort and deduplicate the expanded ranges */
+ neranges = sort_expanded_ranges(cmp, colloid, eranges, neranges);
+
+ /* remember how many cranges we built */
+ *nranges = neranges;
+
+ return eranges;
+}
+
+#ifdef USE_ASSERT_CHECKING
+/*
+ * Counts bondary values needed to store the ranges. Each single-point
+ * range is stored using a single value, each regular range needs two.
+ */
+static int
+count_values(ExpandedRange *cranges, int ncranges)
+{
+ int i;
+ int count;
+
+ count = 0;
+ for (i = 0; i < ncranges; i++)
+ {
+ if (cranges[i].collapsed)
+ count += 1;
+ else
+ count += 2;
+ }
+
+ return count;
+}
+#endif
+
+/*
+ * reduce_expanded_ranges
+ * reduce the ranges until the number of values is low enough
+ *
+ * Combines ranges until the number of boundary values drops below the
+ * threshold specified by max_values. This happens by merging enough
+ * ranges by distance between them.
+ *
+ * Returns the number of result ranges.
+ *
+ * We simply use the global min/max and then add boundaries for enough
+ * largest gaps. Each gap adds 2 values, so we simply use (target/2-1)
+ * distances. Then we simply sort all the values - each two values are
+ * a boundary of a range (possibly collapsed).
+ *
+ * XXX Some of the ranges may be collapsed (i.e. the min/max values are
+ * equal), but we ignore that for now. We could repeat the process,
+ * adding a couple more gaps recursively.
+ *
+ * XXX The ranges to merge are selected solely using the distance. But
+ * that may not be the best strategy, for example when multiple gaps
+ * are of equal (or very similar) length.
+ *
+ * Consider for example points 1, 2, 3, .., 64, which have gaps of the
+ * same length 1 of course. In that case we tend to pick the first
+ * gap of that length, which leads to this:
+ *
+ * step 1: [1, 2], 3, 4, 5, .., 64
+ * step 2: [1, 3], 4, 5, .., 64
+ * step 3: [1, 4], 5, .., 64
+ * ...
+ *
+ * So in the end we'll have one "large" range and multiple small points.
+ * That may be fine, but it seems a bit strange and non-optimal. Maybe
+ * we should consider other things when picking ranges to merge - e.g.
+ * length of the ranges? Or perhaps randomize the choice of ranges, with
+ * probability inversely proportional to the distance (the gap lengths
+ * may be very close, but not exactly the same).
+ *
+ * XXX Or maybe we could just handle this by using random value as a
+ * tie-break, or by adding random noise to the actual distance.
+ */
+static int
+reduce_expanded_ranges(ExpandedRange *eranges, int neranges,
+ DistanceValue *distances, int max_values,
+ FmgrInfo *cmp, Oid colloid)
+{
+ int i;
+ int nvalues;
+ Datum *values;
+
+ compare_context cxt;
+
+ /* total number of gaps between ranges */
+ int ndistances = (neranges - 1);
+
+ /* number of gaps to keep */
+ int keep = (max_values / 2 - 1);
+
+ /*
+ * Maybe we have sufficiently low number of ranges already?
+ *
+ * XXX This should happen before we actually do the expensive stuff like
+ * sorting, so maybe this should be just an assert.
+ */
+ if (keep >= ndistances)
+ return neranges;
+
+ /* sort the values */
+ cxt.colloid = colloid;
+ cxt.cmpFn = cmp;
+
+ /* allocate space for the boundary values */
+ nvalues = 0;
+ values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+ /* add the global min/max values, from the first/last range */
+ values[nvalues++] = eranges[0].minval;
+ values[nvalues++] = eranges[neranges - 1].maxval;
+
+ /* add boundary values for enough gaps */
+ for (i = 0; i < keep; i++)
+ {
+ /* index of the gap between (index) and (index+1) ranges */
+ int index = distances[i].index;
+
+ Assert((index >= 0) && ((index + 1) < neranges));
+
+ /* add max from the preceding range, minval from the next one */
+ values[nvalues++] = eranges[index].maxval;
+ values[nvalues++] = eranges[index + 1].minval;
+
+ Assert(nvalues <= max_values);
+ }
+
+ /* We should have even number of range values. */
+ Assert(nvalues % 2 == 0);
+
+ /*
+ * Sort the values using the comparator function, and form ranges from the
+ * sorted result.
+ */
+ qsort_arg(values, nvalues, sizeof(Datum),
+ compare_values, (void *) &cxt);
+
+ /* We have nvalues boundary values, which means nvalues/2 ranges. */
+ for (i = 0; i < (nvalues / 2); i++)
+ {
+ eranges[i].minval = values[2 * i];
+ eranges[i].maxval = values[2 * i + 1];
+
+ /* if the boundary values are the same, it's a collapsed range */
+ eranges[i].collapsed = (compare_values(&values[2 * i],
+ &values[2 * i + 1],
+ &cxt) == 0);
+ }
+
+ return (nvalues / 2);
+}
+
+/*
+ * Store the boundary values from ExpandedRanges back into Range (using
+ * only the minimal number of values needed).
+ */
+static void
+store_expanded_ranges(Ranges *ranges, ExpandedRange *eranges, int neranges)
+{
+ int i;
+ int idx = 0;
+
+ /* first copy in the regular ranges */
+ ranges->nranges = 0;
+ for (i = 0; i < neranges; i++)
+ {
+ if (!eranges[i].collapsed)
+ {
+ ranges->values[idx++] = eranges[i].minval;
+ ranges->values[idx++] = eranges[i].maxval;
+ ranges->nranges++;
+ }
+ }
+
+ /* now copy in the collapsed ones */
+ ranges->nvalues = 0;
+ for (i = 0; i < neranges; i++)
+ {
+ if (eranges[i].collapsed)
+ {
+ ranges->values[idx++] = eranges[i].minval;
+ ranges->nvalues++;
+ }
+ }
+
+ /* all the values are sorted */
+ ranges->nsorted = ranges->nvalues;
+
+ Assert(count_values(eranges, neranges) == 2 * ranges->nranges + ranges->nvalues);
+ Assert(2 * ranges->nranges + ranges->nvalues <= ranges->maxvalues);
+}
+
+
+/*
+ * Consider freeing space in the ranges.
+ *
+ * Returns true if the value was actually modified.
+ */
+static bool
+ensure_free_space_in_buffer(BrinDesc *bdesc, Oid colloid,
+ AttrNumber attno, Form_pg_attribute attr,
+ Ranges *range)
+{
+ MemoryContext ctx;
+ MemoryContext oldctx;
+
+ FmgrInfo *cmpFn,
+ *distanceFn;
+
+ /* expanded ranges */
+ ExpandedRange *eranges;
+ int neranges;
+ DistanceValue *distances;
+
+ /*
+ * If there is free space in the buffer, we're done without having to
+ * modify anything.
+ */
+ if (2 * range->nranges + range->nvalues < range->maxvalues)
+ return false;
+
+ /* we'll certainly need the comparator, so just look it up now */
+ cmpFn = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTLessStrategyNumber);
+
+ /* deduplicate values, if there's unsorted part */
+ range_deduplicate_values(range);
+
+ /* did we reduce enough free space by just the deduplication? */
+ if (2 * range->nranges + range->nvalues <= range->maxvalues * MINMAX_BUFFER_LOAD_FACTOR)
+ return true;
+
+ /*
+ * We need to combine some of the existing ranges, to reduce the number of
+ * values we have to store.
+ *
+ * The distanceFn calls (which may internally call e.g. numeric_le) may
+ * allocate quite a bit of memory, and we must not leak it (we might have
+ * to do this repeatedly, even for a single BRIN page range). Otherwise
+ * we'd have problems e.g. when building new indexes. So we use a memory
+ * context and make sure we free the memory at the end (so if we call the
+ * distance function many times, it might be an issue, but meh).
+ */
+ ctx = AllocSetContextCreate(CurrentMemoryContext,
+ "minmax-multi context",
+ ALLOCSET_DEFAULT_SIZES);
+
+ oldctx = MemoryContextSwitchTo(ctx);
+
+ /* build the expanded ranges */
+ eranges = build_expanded_ranges(cmpFn, colloid, range, &neranges);
+
+ /* and we'll also need the 'distance' procedure */
+ distanceFn = minmax_multi_get_procinfo(bdesc, attno, PROCNUM_DISTANCE);
+
+ /* build array of gap distances and sort them in ascending order */
+ distances = build_distances(distanceFn, colloid, eranges, neranges);
+
+ /*
+ * Combine ranges until we release at least 25% of the space. This
+ * threshold is somewhat arbitrary, perhaps needs tuning. We must not use
+ * too low or high value.
+ */
+ neranges = reduce_expanded_ranges(eranges, neranges, distances,
+ range->maxvalues * MINMAX_BUFFER_LOAD_FACTOR,
+ cmpFn, colloid);
+
+ /* Make sure we've sufficiently reduced the number of ranges. */
+ Assert(count_values(eranges, neranges) <= range->maxvalues * MINMAX_BUFFER_LOAD_FACTOR);
+
+ /* decompose the expanded ranges into regular ranges and single values */
+ store_expanded_ranges(range, eranges, neranges);
+
+ MemoryContextSwitchTo(oldctx);
+ MemoryContextDelete(ctx);
+
+ /* Did we break the ranges somehow? */
+ AssertCheckRanges(range, cmpFn, colloid);
+
+ return true;
+}
+
+/*
+ * range_add_value
+ * Add the new value to the multi-minmax range.
+ */
+static bool
+range_add_value(BrinDesc *bdesc, Oid colloid,
+ AttrNumber attno, Form_pg_attribute attr,
+ Ranges *ranges, Datum newval)
+{
+ FmgrInfo *cmpFn;
+ bool modified = false;
+
+ /* we'll certainly need the comparator, so just look it up now */
+ cmpFn = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTLessStrategyNumber);
+
+ /* comprehensive checks of the input ranges */
+ AssertCheckRanges(ranges, cmpFn, colloid);
+
+ /*
+ * Make sure there's enough free space in the buffer. We only trigger this
+ * when the buffer is full, which means it had to be modified as we size
+ * it to be larger than what is stored on disk.
+ *
+ * XXX This needs to happen before we check if the value is contained in
+ * the range, because the value might be in the unsorted part, and we
+ * don't check that in range_contains_value. The deduplication would then
+ * move it to the sorted part, and we'd add the value too, which violates
+ * the rule that we never have duplicates with the ranges or sorted
+ * values.
+ *
+ * XXX At the moment this only does the deduplication.
+ *
+ * XXX We might also deduplicate and recheck if the value is contained,
+ * but that seems like an overkill. We'd need to deduplicate anyway, so
+ * why not do it now.
+ */
+ modified = ensure_free_space_in_buffer(bdesc, colloid,
+ attno, attr, ranges);
+
+ /*
+ * Bail out if the value already is covered by the range.
+ *
+ * We could also add values until we hit values_per_range, and then do the
+ * deduplication in a batch, hoping for better efficiency. But that would
+ * mean we actually modify the range every time, which means having to
+ * serialize the value, which does palloc, walks the values, copies them,
+ * etc. Not exactly cheap.
+ *
+ * So instead we do the check, which should be fairly cheap - assuming the
+ * comparator function is not very expensive.
+ *
+ * This also implies means the values array can't contain duplicities.
+ */
+ if (range_contains_value(bdesc, colloid, attno, attr, ranges, newval))
+ return modified;
+
+ /* Make a copy of the value, if needed. */
+ newval = datumCopy(newval, attr->attbyval, attr->attlen);
+
+ /*
+ * If there's space in the values array, copy it in and we're done.
+ *
+ * We do want to keep the values sorted (to speed up searches), so we do a
+ * simple insertion sort. We could do something more elaborate, e.g. by
+ * sorting the values only now and then, but for small counts (e.g. when
+ * maxvalues is 64) this should be fine.
+ */
+ ranges->values[2 * ranges->nranges + ranges->nvalues] = newval;
+ ranges->nvalues++;
+
+ /*
+ * Check we haven't broken the ordering of boundary values (checks both
+ * parts, but that doesn't hurt).
+ */
+ AssertCheckRanges(ranges, cmpFn, colloid);
+
+ /* Also check the range contains the value we just added. */
+ /* FIXME Assert(ranges, cmpFn, colloid); */
+
+ /* yep, we've modified the range */
+ return true;
+}
+
+/*
+ * Generate range representation of data collected during "batch mode".
+ * This is similar to reduce_expanded_ranges, except that we can't assume
+ * the values are sorted and there may be duplicate values.
+ */
+static void
+compactify_ranges(BrinDesc *bdesc, Ranges *ranges, int max_values)
+{
+ FmgrInfo *cmpFn,
+ *distanceFn;
+
+ /* expanded ranges */
+ ExpandedRange *eranges;
+ int neranges;
+ DistanceValue *distances;
+
+ MemoryContext ctx;
+ MemoryContext oldctx;
+
+ /* we'll certainly need the comparator, so just look it up now */
+ cmpFn = minmax_multi_get_strategy_procinfo(bdesc, ranges->attno, ranges->typid,
+ BTLessStrategyNumber);
+
+ /* and we'll also need the 'distance' procedure */
+ distanceFn = minmax_multi_get_procinfo(bdesc, ranges->attno, PROCNUM_DISTANCE);
+
+ /*
+ * The distanceFn calls (which may internally call e.g. numeric_le) may
+ * allocate quite a bit of memory, and we must not leak it. Otherwise we'd
+ * have problems e.g. when building indexes. So we create a local memory
+ * context and make sure we free the memory before leaving this function
+ * (not after every call).
+ */
+ ctx = AllocSetContextCreate(CurrentMemoryContext,
+ "minmax-multi context",
+ ALLOCSET_DEFAULT_SIZES);
+
+ oldctx = MemoryContextSwitchTo(ctx);
+
+ /* build the expanded ranges */
+ eranges = build_expanded_ranges(cmpFn, ranges->colloid, ranges, &neranges);
+
+ /* FIXME this should do neranges >= max_values */
+ if (neranges > 1)
+ {
+ /* build array of gap distances and sort them in ascending order */
+ distances = build_distances(distanceFn, ranges->colloid,
+ eranges, neranges);
+
+ /*
+ * Combine ranges until we get below max_values. We don't use any
+ * scale factor, because this is used during serialization, and we
+ * don't expect more tuples to be inserted anytime soon.
+ */
+ neranges = reduce_expanded_ranges(eranges, neranges, distances,
+ max_values, cmpFn, ranges->colloid);
+
+ Assert(count_values(eranges, neranges) <= max_values);
+ }
+
+ /* decompose the expanded ranges into regular ranges and single values */
+ store_expanded_ranges(ranges, eranges, neranges);
+
+ /* check all the range invariants */
+ AssertCheckRanges(ranges, cmpFn, ranges->colloid);
+
+ MemoryContextSwitchTo(oldctx);
+ MemoryContextDelete(ctx);
+}
+
+Datum
+brin_minmax_multi_opcinfo(PG_FUNCTION_ARGS)
+{
+ BrinOpcInfo *result;
+
+ /*
+ * opaque->strategy_procinfos is initialized lazily; here it is set to
+ * all-uninitialized by palloc0 which sets fn_oid to InvalidOid.
+ */
+
+ result = palloc0(MAXALIGN(SizeofBrinOpcInfo(1)) +
+ sizeof(MinmaxMultiOpaque));
+ result->oi_nstored = 1;
+ result->oi_regular_nulls = true;
+ result->oi_opaque = (MinmaxMultiOpaque *)
+ MAXALIGN((char *) result + SizeofBrinOpcInfo(1));
+ result->oi_typcache[0] = lookup_type_cache(PG_BRIN_MINMAX_MULTI_SUMMARYOID, 0);
+
+ PG_RETURN_POINTER(result);
+}
+
+/*
+ * Compute distance between two float4 values (plain subtraction).
+ */
+Datum
+brin_minmax_multi_distance_float4(PG_FUNCTION_ARGS)
+{
+ float a1 = PG_GETARG_FLOAT4(0);
+ float a2 = PG_GETARG_FLOAT4(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(a1 <= a2);
+
+ PG_RETURN_FLOAT8((double) a2 - (double) a1);
+}
+
+/*
+ * Compute distance between two float8 values (plain subtraction).
+ */
+Datum
+brin_minmax_multi_distance_float8(PG_FUNCTION_ARGS)
+{
+ double a1 = PG_GETARG_FLOAT8(0);
+ double a2 = PG_GETARG_FLOAT8(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(a1 <= a2);
+
+ PG_RETURN_FLOAT8(a2 - a1);
+}
+
+/*
+ * Compute distance between two int2 values (plain subtraction).
+ */
+Datum
+brin_minmax_multi_distance_int2(PG_FUNCTION_ARGS)
+{
+ int16 a1 = PG_GETARG_INT16(0);
+ int16 a2 = PG_GETARG_INT16(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(a1 <= a2);
+
+ PG_RETURN_FLOAT8((double) a2 - (double) a1);
+}
+
+/*
+ * Compute distance between two int4 values (plain subtraction).
+ */
+Datum
+brin_minmax_multi_distance_int4(PG_FUNCTION_ARGS)
+{
+ int32 a1 = PG_GETARG_INT32(0);
+ int32 a2 = PG_GETARG_INT32(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(a1 <= a2);
+
+ PG_RETURN_FLOAT8((double) a2 - (double) a1);
+}
+
+/*
+ * Compute distance between two int8 values (plain subtraction).
+ */
+Datum
+brin_minmax_multi_distance_int8(PG_FUNCTION_ARGS)
+{
+ int64 a1 = PG_GETARG_INT64(0);
+ int64 a2 = PG_GETARG_INT64(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(a1 <= a2);
+
+ PG_RETURN_FLOAT8((double) a2 - (double) a1);
+}
+
+/*
+ * Compute distance between two tid values (by mapping them to float8
+ * and then subtracting them).
+ */
+Datum
+brin_minmax_multi_distance_tid(PG_FUNCTION_ARGS)
+{
+ double da1,
+ da2;
+
+ ItemPointer pa1 = (ItemPointer) PG_GETARG_DATUM(0);
+ ItemPointer pa2 = (ItemPointer) PG_GETARG_DATUM(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(ItemPointerCompare(pa1, pa2) <= 0);
+
+ /*
+ * We use the no-check variants here, because user-supplied values may
+ * have (ip_posid == 0). See ItemPointerCompare.
+ */
+ da1 = ItemPointerGetBlockNumberNoCheck(pa1) * MaxHeapTuplesPerPage +
+ ItemPointerGetOffsetNumberNoCheck(pa1);
+
+ da2 = ItemPointerGetBlockNumberNoCheck(pa2) * MaxHeapTuplesPerPage +
+ ItemPointerGetOffsetNumberNoCheck(pa2);
+
+ PG_RETURN_FLOAT8(da2 - da1);
+}
+
+/*
+ * Comutes distance between two numeric values (plain subtraction).
+ */
+Datum
+brin_minmax_multi_distance_numeric(PG_FUNCTION_ARGS)
+{
+ Datum d;
+ Datum a1 = PG_GETARG_DATUM(0);
+ Datum a2 = PG_GETARG_DATUM(1);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(DatumGetBool(DirectFunctionCall2(numeric_le, a1, a2)));
+
+ d = DirectFunctionCall2(numeric_sub, a2, a1); /* a2 - a1 */
+
+ PG_RETURN_FLOAT8(DirectFunctionCall1(numeric_float8, d));
+}
+
+/*
+ * Computes approximate distance between two UUID values.
+ *
+ * XXX We do not need a perfectly accurate value, so we approximate the
+ * deltas (which would have to be 128-bit integers) with a 64-bit float.
+ * The small inaccuracies do not matter in practice, in the worst case
+ * we'll decide to merge ranges that are not the closest ones.
+ */
+Datum
+brin_minmax_multi_distance_uuid(PG_FUNCTION_ARGS)
+{
+ int i;
+ float8 delta = 0;
+
+ Datum a1 = PG_GETARG_DATUM(0);
+ Datum a2 = PG_GETARG_DATUM(1);
+
+ pg_uuid_t *u1 = DatumGetUUIDP(a1);
+ pg_uuid_t *u2 = DatumGetUUIDP(a2);
+
+ /*
+ * We know the values are range boundaries, but the range may be collapsed
+ * (i.e. single points), with equal values.
+ */
+ Assert(DatumGetBool(DirectFunctionCall2(uuid_le, a1, a2)));
+
+ /* compute approximate delta as a double precision value */
+ for (i = UUID_LEN - 1; i >= 0; i--)
+ {
+ delta += (int) u2->data[i] - (int) u1->data[i];
+ delta /= 256;
+ }
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Compute approximate distance between two dates.
+ */
+Datum
+brin_minmax_multi_distance_date(PG_FUNCTION_ARGS)
+{
+ DateADT dateVal1 = PG_GETARG_DATEADT(0);
+ DateADT dateVal2 = PG_GETARG_DATEADT(1);
+
+ if (DATE_NOT_FINITE(dateVal1) || DATE_NOT_FINITE(dateVal2))
+ PG_RETURN_FLOAT8(0);
+
+ PG_RETURN_FLOAT8(dateVal1 - dateVal2);
+}
+
+/*
+ * Computes approximate distance between two time (without tz) values.
+ *
+ * TimeADT is just an int64, so we simply subtract the values directly.
+ */
+Datum
+brin_minmax_multi_distance_time(PG_FUNCTION_ARGS)
+{
+ float8 delta = 0;
+
+ TimeADT ta = PG_GETARG_TIMEADT(0);
+ TimeADT tb = PG_GETARG_TIMEADT(1);
+
+ delta = (tb - ta);
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Computes approximate distance between two timetz values.
+ *
+ * Simply subtracts the TimeADT (int64) values embedded in TimeTzADT.
+ */
+Datum
+brin_minmax_multi_distance_timetz(PG_FUNCTION_ARGS)
+{
+ float8 delta = 0;
+
+ TimeTzADT *ta = PG_GETARG_TIMETZADT_P(0);
+ TimeTzADT *tb = PG_GETARG_TIMETZADT_P(1);
+
+ delta = tb->time - ta->time;
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+Datum
+brin_minmax_multi_distance_timestamp(PG_FUNCTION_ARGS)
+{
+ float8 delta = 0;
+
+ Timestamp dt1 = PG_GETARG_TIMESTAMP(0);
+ Timestamp dt2 = PG_GETARG_TIMESTAMP(1);
+
+ if (TIMESTAMP_NOT_FINITE(dt1) || TIMESTAMP_NOT_FINITE(dt2))
+ PG_RETURN_FLOAT8(0);
+
+ delta = dt2 - dt1;
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Computes distance between two interval values.
+ */
+Datum
+brin_minmax_multi_distance_interval(PG_FUNCTION_ARGS)
+{
+ float8 delta = 0;
+
+ Interval *ia = PG_GETARG_INTERVAL_P(0);
+ Interval *ib = PG_GETARG_INTERVAL_P(1);
+ Interval *result;
+
+ result = (Interval *) palloc(sizeof(Interval));
+
+ result->month = ib->month - ia->month;
+ /* overflow check copied from int4mi */
+ if (!SAMESIGN(ib->month, ia->month) &&
+ !SAMESIGN(result->month, ib->month))
+ ereport(ERROR,
+ (errcode(ERRCODE_DATETIME_VALUE_OUT_OF_RANGE),
+ errmsg("interval out of range")));
+
+ result->day = ib->day - ia->day;
+ if (!SAMESIGN(ib->day, ia->day) &&
+ !SAMESIGN(result->day, ib->day))
+ ereport(ERROR,
+ (errcode(ERRCODE_DATETIME_VALUE_OUT_OF_RANGE),
+ errmsg("interval out of range")));
+
+ result->time = ib->time - ia->time;
+ if (!SAMESIGN(ib->time, ia->time) &&
+ !SAMESIGN(result->time, ib->time))
+ ereport(ERROR,
+ (errcode(ERRCODE_DATETIME_VALUE_OUT_OF_RANGE),
+ errmsg("interval out of range")));
+
+ /*
+ * We assume months have 31 days - we don't need to be precise, in the
+ * worst case we'll build somewhat less efficient ranges.
+ */
+ delta = (float8) (result->month * 31 + result->day);
+
+ /* convert to microseconds (just like the time part) */
+ delta = 24L * 3600L * delta;
+
+ /* and add the time part */
+ delta += result->time / (float8) 1000000.0;
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Compute distance between two pg_lsn values.
+ *
+ * LSN is just an int64 encoding position in the stream, so just subtract
+ * those int64 values directly.
+ */
+Datum
+brin_minmax_multi_distance_pg_lsn(PG_FUNCTION_ARGS)
+{
+ float8 delta = 0;
+
+ XLogRecPtr lsna = PG_GETARG_LSN(0);
+ XLogRecPtr lsnb = PG_GETARG_LSN(1);
+
+ delta = (lsnb - lsna);
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Compute distance between two macaddr values.
+ *
+ * mac addresses are treated as 6 unsigned chars, so do the same thing we
+ * already do for UUID values.
+ */
+Datum
+brin_minmax_multi_distance_macaddr(PG_FUNCTION_ARGS)
+{
+ float8 delta;
+
+ macaddr *a = PG_GETARG_MACADDR_P(0);
+ macaddr *b = PG_GETARG_MACADDR_P(1);
+
+ delta = ((float8) b->f - (float8) a->f);
+ delta /= 256;
+
+ delta += ((float8) b->e - (float8) a->e);
+ delta /= 256;
+
+ delta += ((float8) b->d - (float8) a->d);
+ delta /= 256;
+
+ delta += ((float8) b->c - (float8) a->c);
+ delta /= 256;
+
+ delta += ((float8) b->b - (float8) a->b);
+ delta /= 256;
+
+ delta += ((float8) b->a - (float8) a->a);
+ delta /= 256;
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Compute distance between two macaddr8 values.
+ *
+ * macaddr8 addresses are 8 unsigned chars, so do the same thing we
+ * already do for UUID values.
+ */
+Datum
+brin_minmax_multi_distance_macaddr8(PG_FUNCTION_ARGS)
+{
+ float8 delta;
+
+ macaddr8 *a = PG_GETARG_MACADDR8_P(0);
+ macaddr8 *b = PG_GETARG_MACADDR8_P(1);
+
+ delta = ((float8) b->h - (float8) a->h);
+ delta /= 256;
+
+ delta += ((float8) b->g - (float8) a->g);
+ delta /= 256;
+
+ delta += ((float8) b->f - (float8) a->f);
+ delta /= 256;
+
+ delta += ((float8) b->e - (float8) a->e);
+ delta /= 256;
+
+ delta += ((float8) b->d - (float8) a->d);
+ delta /= 256;
+
+ delta += ((float8) b->c - (float8) a->c);
+ delta /= 256;
+
+ delta += ((float8) b->b - (float8) a->b);
+ delta /= 256;
+
+ delta += ((float8) b->a - (float8) a->a);
+ delta /= 256;
+
+ Assert(delta >= 0);
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+/*
+ * Compute distance between two inet values.
+ *
+ * The distance is defined as difference between 32-bit/128-bit values,
+ * depending on the IP version. The distance is computed by subtracting
+ * the bytes and normalizing it to [0,1] range for each IP family.
+ * Addresses from difference families are consider to be in maximum
+ * distance, which is 1.0.
+ *
+ * XXX Does this need to consider the mask (bits)? For now it's ignored.
+ */
+Datum
+brin_minmax_multi_distance_inet(PG_FUNCTION_ARGS)
+{
+ float8 delta;
+ int i;
+ int len;
+ unsigned char *addra,
+ *addrb;
+
+ inet *ipa = PG_GETARG_INET_PP(0);
+ inet *ipb = PG_GETARG_INET_PP(1);
+
+ /*
+ * If the addresses are from different families, consider them to be in
+ * maximal possible distance (which is 1.0).
+ */
+ if (ip_family(ipa) != ip_family(ipb))
+ PG_RETURN_FLOAT8(1.0);
+
+ /* ipv4 or ipv6 */
+ if (ip_family(ipa) == PGSQL_AF_INET)
+ len = 4;
+ else
+ len = 16; /* NS_IN6ADDRSZ */
+
+ addra = ip_addr(ipa);
+ addrb = ip_addr(ipb);
+
+ delta = 0;
+ for (i = len - 1; i >= 0; i--)
+ {
+ delta += (float8) addrb[i] - (float8) addra[i];
+ delta /= 256;
+ }
+
+ Assert((delta >= 0) && (delta <= 1));
+
+ PG_RETURN_FLOAT8(delta);
+}
+
+static void
+brin_minmax_multi_serialize(BrinDesc *bdesc, Datum src, Datum *dst)
+{
+ Ranges *ranges = (Ranges *) DatumGetPointer(src);
+ SerializedRanges *s;
+
+ /*
+ * In batch mode, we need to compress the accumulated values to the
+ * actually requested number of values/ranges.
+ */
+ compactify_ranges(bdesc, ranges, ranges->target_maxvalues);
+
+ s = range_serialize(ranges);
+ dst[0] = PointerGetDatum(s);
+}
+
+static int
+brin_minmax_multi_get_values(BrinDesc *bdesc, MinMaxOptions *opts)
+{
+ return MinMaxGetValuesPerRange(opts);
+}
+
+/*
+ * Examine the given index tuple (which contains partial status of a certain
+ * page range) by comparing it to the given value that comes from another heap
+ * tuple. If the new value is outside the min/max range specified by the
+ * existing tuple values, update the index tuple and return true. Otherwise,
+ * return false and do not modify in this case.
+ */
+Datum
+brin_minmax_multi_add_value(PG_FUNCTION_ARGS)
+{
+ BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+ BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
+ Datum newval = PG_GETARG_DATUM(2);
+ bool isnull PG_USED_FOR_ASSERTS_ONLY = PG_GETARG_DATUM(3);
+ MinMaxOptions *opts = (MinMaxOptions *) PG_GET_OPCLASS_OPTIONS();
+ Oid colloid = PG_GET_COLLATION();
+ bool modified = false;
+ Form_pg_attribute attr;
+ AttrNumber attno;
+ Ranges *ranges;
+ SerializedRanges *serialized = NULL;
+
+ Assert(!isnull);
+
+ attno = column->bv_attno;
+ attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
+
+ /* use the already deserialized value, is possible */
+ ranges = (Ranges *) DatumGetPointer(column->bv_mem_value);
+
+ /*
+ * If this is the first non-null value, we need to initialize the range
+ * list. Otherwise just extract the existing range list from BrinValues.
+ *
+ * When starting with an empty range, we assume this is a batch mode, i.e.
+ * we size the buffer for the maximum possible number of items in the
+ * range (based on range size and max number of items on a page).
+ *
+ * XXX This may require quite a bit of memory, so maybe we should use some
+ * value in between. OTOH most tables will have much wider rows, so the
+ * number of rows per page is much lower.
+ *
+ * XXX Maybe we should do this (using larger buffer) even when there
+ * already is a summary?
+ */
+ if (column->bv_allnulls)
+ {
+ MemoryContext oldctx;
+
+ int target_maxvalues;
+ int maxvalues;
+ BlockNumber pagesPerRange = BrinGetPagesPerRange(bdesc->bd_index);
+
+ /* what was specified as a reloption? */
+ target_maxvalues = brin_minmax_multi_get_values(bdesc, opts);
+
+ /*
+ * Determine the insert buffer size - we use 10x the target, capped to
+ * the maximum number of values in the heap range. This is more than
+ * enough, considering the actual number of rows per page is likely
+ * much lower, but meh.
+ */
+ maxvalues = Min(target_maxvalues * MINMAX_BUFFER_FACTOR,
+ MaxHeapTuplesPerPage * pagesPerRange);
+
+ /* but always at least the original value */
+ maxvalues = Max(maxvalues, target_maxvalues);
+
+ /* always cap by MIN/MAX */
+ maxvalues = Max(maxvalues, MINMAX_BUFFER_MIN);
+ maxvalues = Min(maxvalues, MINMAX_BUFFER_MAX);
+
+ oldctx = MemoryContextSwitchTo(column->bv_context);
+ ranges = minmax_multi_init(maxvalues);
+ ranges->attno = attno;
+ ranges->colloid = colloid;
+ ranges->typid = attr->atttypid;
+ ranges->target_maxvalues = target_maxvalues;
+
+ /* we'll certainly need the comparator, so just look it up now */
+ ranges->cmp = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTLessStrategyNumber);
+
+ MemoryContextSwitchTo(oldctx);
+
+ column->bv_allnulls = false;
+ modified = true;
+
+ column->bv_mem_value = PointerGetDatum(ranges);
+ column->bv_serialize = brin_minmax_multi_serialize;
+ }
+ else if (!ranges)
+ {
+ MemoryContext oldctx;
+
+ int maxvalues;
+ BlockNumber pagesPerRange = BrinGetPagesPerRange(bdesc->bd_index);
+
+ oldctx = MemoryContextSwitchTo(column->bv_context);
+
+ serialized = (SerializedRanges *) PG_DETOAST_DATUM(column->bv_values[0]);
+
+ /*
+ * Determine the insert buffer size - we use 10x the target, capped to
+ * the maximum number of values in the heap range. This is more than
+ * enough, considering the actual number of rows per page is likely
+ * much lower, but meh.
+ */
+ maxvalues = Min(serialized->maxvalues * MINMAX_BUFFER_FACTOR,
+ MaxHeapTuplesPerPage * pagesPerRange);
+
+ /* but always at least the original value */
+ maxvalues = Max(maxvalues, serialized->maxvalues);
+
+ /* always cap by MIN/MAX */
+ maxvalues = Max(maxvalues, MINMAX_BUFFER_MIN);
+ maxvalues = Min(maxvalues, MINMAX_BUFFER_MAX);
+
+ ranges = range_deserialize(maxvalues, serialized);
+
+ ranges->attno = attno;
+ ranges->colloid = colloid;
+ ranges->typid = attr->atttypid;
+
+ /* we'll certainly need the comparator, so just look it up now */
+ ranges->cmp = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTLessStrategyNumber);
+
+ column->bv_mem_value = PointerGetDatum(ranges);
+ column->bv_serialize = brin_minmax_multi_serialize;
+
+ MemoryContextSwitchTo(oldctx);
+ }
+
+ /*
+ * Try to add the new value to the range. We need to update the modified
+ * flag, so that we serialize the updated summary later.
+ */
+ modified |= range_add_value(bdesc, colloid, attno, attr, ranges, newval);
+
+
+ PG_RETURN_BOOL(modified);
+}
+
+/*
+ * Given an index tuple corresponding to a certain page range and a scan key,
+ * return whether the scan key is consistent with the index tuple's min/max
+ * values. Return true if so, false otherwise.
+ */
+Datum
+brin_minmax_multi_consistent(PG_FUNCTION_ARGS)
+{
+ BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+ BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
+ ScanKey *keys = (ScanKey *) PG_GETARG_POINTER(2);
+ int nkeys = PG_GETARG_INT32(3);
+
+ /* MinMaxOptions *opts = (MinMaxOptions *) PG_GET_OPCLASS_OPTIONS(); */
+ Oid colloid = PG_GET_COLLATION(),
+ subtype;
+ AttrNumber attno;
+ Datum value;
+ FmgrInfo *finfo;
+ SerializedRanges *serialized;
+ Ranges *ranges;
+ int keyno;
+ int rangeno;
+ int i;
+
+ attno = column->bv_attno;
+
+ serialized = (SerializedRanges *) PG_DETOAST_DATUM(column->bv_values[0]);
+ ranges = range_deserialize(serialized->maxvalues, serialized);
+
+ /* inspect the ranges, and for each one evaluate the scan keys */
+ for (rangeno = 0; rangeno < ranges->nranges; rangeno++)
+ {
+ Datum minval = ranges->values[2 * rangeno];
+ Datum maxval = ranges->values[2 * rangeno + 1];
+
+ /* assume the range is matching, and we'll try to prove otherwise */
+ bool matching = true;
+
+ for (keyno = 0; keyno < nkeys; keyno++)
+ {
+ Datum matches;
+ ScanKey key = keys[keyno];
+
+ /* NULL keys are handled and filtered-out in bringetbitmap */
+ Assert(!(key->sk_flags & SK_ISNULL));
+
+ attno = key->sk_attno;
+ subtype = key->sk_subtype;
+ value = key->sk_argument;
+ switch (key->sk_strategy)
+ {
+ case BTLessStrategyNumber:
+ case BTLessEqualStrategyNumber:
+ finfo = minmax_multi_get_strategy_procinfo(bdesc, attno, subtype,
+ key->sk_strategy);
+ /* first value from the array */
+ matches = FunctionCall2Coll(finfo, colloid, minval, value);
+ break;
+
+ case BTEqualStrategyNumber:
+ {
+ Datum compar;
+ FmgrInfo *cmpFn;
+
+ /* by default this range does not match */
+ matches = false;
+
+ /*
+ * Otherwise, need to compare the new value with
+ * boundaries of all the ranges. First check if it's
+ * less than the absolute minimum, which is the first
+ * value in the array.
+ */
+ cmpFn = minmax_multi_get_strategy_procinfo(bdesc, attno, subtype,
+ BTLessStrategyNumber);
+ compar = FunctionCall2Coll(cmpFn, colloid, value, minval);
+
+ /* smaller than the smallest value in this range */
+ if (DatumGetBool(compar))
+ break;
+
+ cmpFn = minmax_multi_get_strategy_procinfo(bdesc, attno, subtype,
+ BTGreaterStrategyNumber);
+ compar = FunctionCall2Coll(cmpFn, colloid, value, maxval);
+
+ /* larger than the largest value in this range */
+ if (DatumGetBool(compar))
+ break;
+
+ /*
+ * haven't managed to eliminate this range, so
+ * consider it matching
+ */
+ matches = true;
+
+ break;
+ }
+ case BTGreaterEqualStrategyNumber:
+ case BTGreaterStrategyNumber:
+ finfo = minmax_multi_get_strategy_procinfo(bdesc, attno, subtype,
+ key->sk_strategy);
+ /* last value from the array */
+ matches = FunctionCall2Coll(finfo, colloid, maxval, value);
+ break;
+
+ default:
+ /* shouldn't happen */
+ elog(ERROR, "invalid strategy number %d", key->sk_strategy);
+ matches = 0;
+ break;
+ }
+
+ /* the range has to match all the scan keys */
+ matching &= DatumGetBool(matches);
+
+ /* once we find a non-matching key, we're done */
+ if (!matching)
+ break;
+ }
+
+ /*
+ * have we found a range matching all scan keys? if yes, we're done
+ */
+ if (matching)
+ PG_RETURN_DATUM(BoolGetDatum(true));
+ }
+
+ /* and now inspect the values */
+ for (i = 0; i < ranges->nvalues; i++)
+ {
+ Datum val = ranges->values[2 * ranges->nranges + i];
+
+ /* assume the range is matching, and we'll try to prove otherwise */
+ bool matching = true;
+
+ for (keyno = 0; keyno < nkeys; keyno++)
+ {
+ Datum matches;
+ ScanKey key = keys[keyno];
+
+ /* we've already dealt with NULL keys at the beginning */
+ if (key->sk_flags & SK_ISNULL)
+ continue;
+
+ attno = key->sk_attno;
+ subtype = key->sk_subtype;
+ value = key->sk_argument;
+ switch (key->sk_strategy)
+ {
+ case BTLessStrategyNumber:
+ case BTLessEqualStrategyNumber:
+ case BTEqualStrategyNumber:
+ case BTGreaterEqualStrategyNumber:
+ case BTGreaterStrategyNumber:
+
+ finfo = minmax_multi_get_strategy_procinfo(bdesc, attno, subtype,
+ key->sk_strategy);
+ matches = FunctionCall2Coll(finfo, colloid, val, value);
+ break;
+
+ default:
+ /* shouldn't happen */
+ elog(ERROR, "invalid strategy number %d", key->sk_strategy);
+ matches = 0;
+ break;
+ }
+
+ /* the range has to match all the scan keys */
+ matching &= DatumGetBool(matches);
+
+ /* once we find a non-matching key, we're done */
+ if (!matching)
+ break;
+ }
+
+ /*
+ * have we found a range matching all scan keys? if yes, we're done
+ */
+ if (matching)
+ PG_RETURN_DATUM(BoolGetDatum(true));
+ }
+
+ PG_RETURN_DATUM(BoolGetDatum(false));
+}
+
+/*
+ * Given two BrinValues, update the first of them as a union of the summary
+ * values contained in both. The second one is untouched.
+ */
+Datum
+brin_minmax_multi_union(PG_FUNCTION_ARGS)
+{
+ BrinDesc *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+ BrinValues *col_a = (BrinValues *) PG_GETARG_POINTER(1);
+ BrinValues *col_b = (BrinValues *) PG_GETARG_POINTER(2);
+
+ /* MinMaxOptions *opts = (MinMaxOptions *) PG_GET_OPCLASS_OPTIONS(); */
+ Oid colloid = PG_GET_COLLATION();
+ SerializedRanges *serialized_a;
+ SerializedRanges *serialized_b;
+ Ranges *ranges_a;
+ Ranges *ranges_b;
+ AttrNumber attno;
+ Form_pg_attribute attr;
+ ExpandedRange *eranges;
+ int neranges;
+ FmgrInfo *cmpFn,
+ *distanceFn;
+ DistanceValue *distances;
+ MemoryContext ctx;
+ MemoryContext oldctx;
+
+ Assert(col_a->bv_attno == col_b->bv_attno);
+ Assert(!col_a->bv_allnulls && !col_b->bv_allnulls);
+
+ attno = col_a->bv_attno;
+ attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
+
+ serialized_a = (SerializedRanges *) PG_DETOAST_DATUM(col_a->bv_values[0]);
+ serialized_b = (SerializedRanges *) PG_DETOAST_DATUM(col_b->bv_values[0]);
+
+ ranges_a = range_deserialize(serialized_a->maxvalues, serialized_a);
+ ranges_b = range_deserialize(serialized_b->maxvalues, serialized_b);
+
+ /* make sure neither of the ranges is NULL */
+ Assert(ranges_a && ranges_b);
+
+ neranges = (ranges_a->nranges + ranges_a->nvalues) +
+ (ranges_b->nranges + ranges_b->nvalues);
+
+ /*
+ * The distanceFn calls (which may internally call e.g. numeric_le) may
+ * allocate quite a bit of memory, and we must not leak it. Otherwise we'd
+ * have problems e.g. when building indexes. So we create a local memory
+ * context and make sure we free the memory before leaving this function
+ * (not after every call).
+ */
+ ctx = AllocSetContextCreate(CurrentMemoryContext,
+ "minmax-multi context",
+ ALLOCSET_DEFAULT_SIZES);
+
+ oldctx = MemoryContextSwitchTo(ctx);
+
+ /* allocate and fill */
+ eranges = (ExpandedRange *) palloc0(neranges * sizeof(ExpandedRange));
+
+ /* fill the expanded ranges with entries for the first range */
+ fill_expanded_ranges(eranges, ranges_a->nranges + ranges_a->nvalues,
+ ranges_a);
+
+ /* and now add combine ranges for the second range */
+ fill_expanded_ranges(&eranges[ranges_a->nranges + ranges_a->nvalues],
+ ranges_b->nranges + ranges_b->nvalues,
+ ranges_b);
+
+ cmpFn = minmax_multi_get_strategy_procinfo(bdesc, attno, attr->atttypid,
+ BTLessStrategyNumber);
+
+ /* sort the expanded ranges */
+ sort_expanded_ranges(cmpFn, colloid, eranges, neranges);
+
+ /*
+ * We've loaded two different lists of expanded ranges, so some of them
+ * may be overlapping. So walk through them and merge them.
+ */
+ neranges = merge_overlapping_ranges(cmpFn, colloid, eranges, neranges);
+
+ /* check that the combine ranges are correct (no overlaps, ordering) */
+ AssertValidExpandedRanges(bdesc, colloid, attno, attr, eranges, neranges);
+
+ /*
+ * If needed, reduce some of the ranges.
+ *
+ * XXX This may be fairly expensive, so maybe we should do it only when
+ * it's actually needed (when we have too many ranges).
+ */
+
+ /* build array of gap distances and sort them in ascending order */
+ distanceFn = minmax_multi_get_procinfo(bdesc, attno, PROCNUM_DISTANCE);
+ distances = build_distances(distanceFn, colloid, eranges, neranges);
+
+ /*
+ * See how many values would be needed to store the current ranges, and if
+ * needed combine as many off them to get below the threshold. The
+ * collapsed ranges will be stored as a single value.
+ *
+ * XXX This does not apply the load factor, as we don't expect to add more
+ * values to the range, so we prefer to keep as many ranges as possible.
+ *
+ * XXX Can the maxvalues be different in the two ranges? Perhaps we should
+ * use maximum of those?
+ */
+ neranges = reduce_expanded_ranges(eranges, neranges, distances,
+ ranges_a->maxvalues,
+ cmpFn, colloid);
+
+ /* update the first range summary */
+ store_expanded_ranges(ranges_a, eranges, neranges);
+
+ MemoryContextSwitchTo(oldctx);
+ MemoryContextDelete(ctx);
+
+ /* cleanup and update the serialized value */
+ pfree(serialized_a);
+ col_a->bv_values[0] = PointerGetDatum(range_serialize(ranges_a));
+
+ PG_RETURN_VOID();
+}
+
+/*
+ * Cache and return minmax multi opclass support procedure
+ *
+ * Return the procedure corresponding to the given function support number
+ * or null if it is not exists.
+ */
+static FmgrInfo *
+minmax_multi_get_procinfo(BrinDesc *bdesc, uint16 attno, uint16 procnum)
+{
+ MinmaxMultiOpaque *opaque;
+ uint16 basenum = procnum - PROCNUM_BASE;
+
+ /*
+ * We cache these in the opaque struct, to avoid repetitive syscache
+ * lookups.
+ */
+ opaque = (MinmaxMultiOpaque *) bdesc->bd_info[attno - 1]->oi_opaque;
+
+ /*
+ * If we already searched for this proc and didn't find it, don't bother
+ * searching again.
+ */
+ if (opaque->extra_proc_missing[basenum])
+ return NULL;
+
+ if (opaque->extra_procinfos[basenum].fn_oid == InvalidOid)
+ {
+ if (RegProcedureIsValid(index_getprocid(bdesc->bd_index, attno,
+ procnum)))
+ {
+ fmgr_info_copy(&opaque->extra_procinfos[basenum],
+ index_getprocinfo(bdesc->bd_index, attno, procnum),
+ bdesc->bd_context);
+ }
+ else
+ {
+ opaque->extra_proc_missing[basenum] = true;
+ return NULL;
+ }
+ }
+
+ return &opaque->extra_procinfos[basenum];
+}
+
+/*
+ * Cache and return the procedure for the given strategy.
+ *
+ * Note: this function mirrors minmax_multi_get_strategy_procinfo; see notes
+ * there. If changes are made here, see that function too.
+ */
+static FmgrInfo *
+minmax_multi_get_strategy_procinfo(BrinDesc *bdesc, uint16 attno, Oid subtype,
+ uint16 strategynum)
+{
+ MinmaxMultiOpaque *opaque;
+
+ Assert(strategynum >= 1 &&
+ strategynum <= BTMaxStrategyNumber);
+
+ opaque = (MinmaxMultiOpaque *) bdesc->bd_info[attno - 1]->oi_opaque;
+
+ /*
+ * We cache the procedures for the previous subtype in the opaque struct,
+ * to avoid repetitive syscache lookups. If the subtype changed,
+ * invalidate all the cached entries.
+ */
+ if (opaque->cached_subtype != subtype)
+ {
+ uint16 i;
+
+ for (i = 1; i <= BTMaxStrategyNumber; i++)
+ opaque->strategy_procinfos[i - 1].fn_oid = InvalidOid;
+ opaque->cached_subtype = subtype;
+ }
+
+ if (opaque->strategy_procinfos[strategynum - 1].fn_oid == InvalidOid)
+ {
+ Form_pg_attribute attr;
+ HeapTuple tuple;
+ Oid opfamily,
+ oprid;
+ bool isNull;
+
+ opfamily = bdesc->bd_index->rd_opfamily[attno - 1];
+ attr = TupleDescAttr(bdesc->bd_tupdesc, attno - 1);
+ tuple = SearchSysCache4(AMOPSTRATEGY, ObjectIdGetDatum(opfamily),
+ ObjectIdGetDatum(attr->atttypid),
+ ObjectIdGetDatum(subtype),
+ Int16GetDatum(strategynum));
+
+ if (!HeapTupleIsValid(tuple))
+ elog(ERROR, "missing operator %d(%u,%u) in opfamily %u",
+ strategynum, attr->atttypid, subtype, opfamily);
+
+ oprid = DatumGetObjectId(SysCacheGetAttr(AMOPSTRATEGY, tuple,
+ Anum_pg_amop_amopopr, &isNull));
+ ReleaseSysCache(tuple);
+ Assert(!isNull && RegProcedureIsValid(oprid));
+
+ fmgr_info_cxt(get_opcode(oprid),
+ &opaque->strategy_procinfos[strategynum - 1],
+ bdesc->bd_context);
+ }
+
+ return &opaque->strategy_procinfos[strategynum - 1];
+}
+
+Datum
+brin_minmax_multi_options(PG_FUNCTION_ARGS)
+{
+ local_relopts *relopts = (local_relopts *) PG_GETARG_POINTER(0);
+
+ init_local_reloptions(relopts, sizeof(MinMaxOptions));
+
+ add_local_int_reloption(relopts, "values_per_range", "desc",
+ 32, 8, 256, offsetof(MinMaxOptions, valuesPerRange));
+
+ PG_RETURN_VOID();
+}
+
+/*
+ * brin_minmax_multi_summary_in
+ * - input routine for type brin_minmax_multi_summary.
+ *
+ * brin_minmax_multi_summary is only used internally to represent summaries
+ * in BRIN minmax-multi indexes, so it has no operations of its own, and we
+ * disallow input too.
+ */
+Datum
+brin_minmax_multi_summary_in(PG_FUNCTION_ARGS)
+{
+ /*
+ * brin_minmax_multi_summary stores the data in binary form and parsing
+ * text input is not needed, so disallow this.
+ */
+ ereport(ERROR,
+ (errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+ errmsg("cannot accept a value of type %s", "brin_minmax_multi_summary")));
+
+ PG_RETURN_VOID(); /* keep compiler quiet */
+}
+
+
+/*
+ * brin_minmax_multi_summary_out
+ * - output routine for type brin_minmax_multi_summary.
+ *
+ * BRIN minmax-multi summaries are serialized into a bytea value, but we
+ * want to output something nicer humans can understand.
+ */
+Datum
+brin_minmax_multi_summary_out(PG_FUNCTION_ARGS)
+{
+ int i;
+ int idx;
+ SerializedRanges *ranges;
+ Ranges *ranges_deserialized;
+ StringInfoData str;
+ bool isvarlena;
+ Oid outfunc;
+ FmgrInfo fmgrinfo;
+ ArrayBuildState *astate_values = NULL;
+
+ initStringInfo(&str);
+ appendStringInfoChar(&str, '{');
+
+ /*
+ * Detoast to get value with full 4B header (can't be stored in a toast
+ * table, but can use 1B header).
+ */
+ ranges = (SerializedRanges *) PG_DETOAST_DATUM(PG_GETARG_BYTEA_PP(0));
+
+ /* lookup output func for the type */
+ getTypeOutputInfo(ranges->typid, &outfunc, &isvarlena);
+ fmgr_info(outfunc, &fmgrinfo);
+
+ /* deserialize the range info easy-to-process pieces */
+ ranges_deserialized = range_deserialize(ranges->maxvalues, ranges);
+
+ appendStringInfo(&str, "nranges: %u nvalues: %u maxvalues: %u",
+ ranges_deserialized->nranges,
+ ranges_deserialized->nvalues,
+ ranges_deserialized->maxvalues);
+
+ /* serialize ranges */
+ idx = 0;
+ for (i = 0; i < ranges_deserialized->nranges; i++)
+ {
+ Datum a,
+ b;
+ text *c;
+ StringInfoData str;
+
+ initStringInfo(&str);
+
+ a = FunctionCall1(&fmgrinfo, ranges_deserialized->values[idx++]);
+ b = FunctionCall1(&fmgrinfo, ranges_deserialized->values[idx++]);
+
+ appendStringInfo(&str, "%s ... %s",
+ DatumGetPointer(a),
+ DatumGetPointer(b));
+
+ c = cstring_to_text(str.data);
+
+ astate_values = accumArrayResult(astate_values,
+ PointerGetDatum(c),
+ false,
+ TEXTOID,
+ CurrentMemoryContext);
+ }
+
+ if (ranges_deserialized->nranges > 0)
+ {
+ Oid typoutput;
+ bool typIsVarlena;
+ Datum val;
+ char *extval;
+
+ getTypeOutputInfo(ANYARRAYOID, &typoutput, &typIsVarlena);
+
+ val = PointerGetDatum(makeArrayResult(astate_values, CurrentMemoryContext));
+
+ extval = OidOutputFunctionCall(typoutput, val);
+
+ appendStringInfo(&str, " ranges: %s", extval);
+ }
+
+ /* serialize individual values */
+ astate_values = NULL;
+
+ for (i = 0; i < ranges_deserialized->nvalues; i++)
+ {
+ Datum a;
+ text *b;
+ StringInfoData str;
+
+ initStringInfo(&str);
+
+ a = FunctionCall1(&fmgrinfo, ranges_deserialized->values[idx++]);
+
+ appendStringInfo(&str, "%s", DatumGetPointer(a));
+
+ b = cstring_to_text(str.data);
+
+ astate_values = accumArrayResult(astate_values,
+ PointerGetDatum(b),
+ false,
+ TEXTOID,
+ CurrentMemoryContext);
+ }
+
+ if (ranges_deserialized->nvalues > 0)
+ {
+ Oid typoutput;
+ bool typIsVarlena;
+ Datum val;
+ char *extval;
+
+ getTypeOutputInfo(ANYARRAYOID, &typoutput, &typIsVarlena);
+
+ val = PointerGetDatum(makeArrayResult(astate_values, CurrentMemoryContext));
+
+ extval = OidOutputFunctionCall(typoutput, val);
+
+ appendStringInfo(&str, " values: %s", extval);
+ }
+
+
+ appendStringInfoChar(&str, '}');
+
+ PG_RETURN_CSTRING(str.data);
+}
+
+/*
+ * brin_minmax_multi_summary_recv
+ * - binary input routine for type brin_minmax_multi_summary.
+ */
+Datum
+brin_minmax_multi_summary_recv(PG_FUNCTION_ARGS)
+{
+ ereport(ERROR,
+ (errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
+ errmsg("cannot accept a value of type %s", "brin_minmax_multi_summary")));
+
+ PG_RETURN_VOID(); /* keep compiler quiet */
+}
+
+/*
+ * brin_minmax_multi_summary_send
+ * - binary output routine for type brin_minmax_multi_summary.
+ *
+ * BRIN minmax-multi summaries are serialized in a bytea value (although
+ * the type is named differently), so let's just send that.
+ */
+Datum
+brin_minmax_multi_summary_send(PG_FUNCTION_ARGS)
+{
+ return byteasend(fcinfo);
+}
diff --git a/src/backend/access/brin/brin_tuple.c b/src/backend/access/brin/brin_tuple.c
index a7eb1c9473..69ce6dfca4 100644
--- a/src/backend/access/brin/brin_tuple.c
+++ b/src/backend/access/brin/brin_tuple.c
@@ -159,6 +159,14 @@ brin_form_tuple(BrinDesc *brdesc, BlockNumber blkno, BrinMemTuple *tuple,
if (tuple->bt_columns[keyno].bv_hasnulls)
anynulls = true;
+ /* if needed, serialize the values before forming the on-disk tuple */
+ if (tuple->bt_columns[keyno].bv_serialize)
+ {
+ tuple->bt_columns[keyno].bv_serialize(brdesc,
+ tuple->bt_columns[keyno].bv_mem_value,
+ tuple->bt_columns[keyno].bv_values);
+ }
+
/*
* Now obtain the values of each stored datum. Note that some values
* might be toasted, and we cannot rely on the original heap values
@@ -169,15 +177,15 @@ brin_form_tuple(BrinDesc *brdesc, BlockNumber blkno, BrinMemTuple *tuple,
datumno < brdesc->bd_info[keyno]->oi_nstored;
datumno++)
{
- Datum value = tuple->bt_columns[keyno].bv_values[datumno];
+ Datum value = tuple->bt_columns[keyno].bv_values[datumno];
#ifdef TOAST_INDEX_HACK
/* We must look at the stored type, not at the index descriptor. */
- TypeCacheEntry *atttype = brdesc->bd_info[keyno]->oi_typcache[datumno];
+ TypeCacheEntry *atttype = brdesc->bd_info[keyno]->oi_typcache[datumno];
/* Do we need to free the value at the end? */
- bool free_value = false;
+ bool free_value = false;
/* For non-varlena types we don't need to do anything special */
if (atttype->typlen != -1)
@@ -193,9 +201,9 @@ brin_form_tuple(BrinDesc *brdesc, BlockNumber blkno, BrinMemTuple *tuple,
* If value is stored EXTERNAL, must fetch it so we are not
* depending on outside storage.
*
- * XXX Is this actually true? Could it be that the summary is
- * NULL even for range with non-NULL data? E.g. degenerate bloom
- * filter may be thrown away, etc.
+ * XXX Is this actually true? Could it be that the summary is NULL
+ * even for range with non-NULL data? E.g. degenerate bloom filter
+ * may be thrown away, etc.
*/
if (VARATT_IS_EXTERNAL(DatumGetPointer(value)))
{
@@ -205,8 +213,8 @@ brin_form_tuple(BrinDesc *brdesc, BlockNumber blkno, BrinMemTuple *tuple,
}
/*
- * If value is above size target, and is of a compressible datatype,
- * try to compress it in-line.
+ * If value is above size target, and is of a compressible
+ * datatype, try to compress it in-line.
*/
if (!VARATT_IS_EXTENDED(DatumGetPointer(value)) &&
VARSIZE(DatumGetPointer(value)) > TOAST_INDEX_TARGET &&
@@ -495,6 +503,11 @@ brin_memtuple_initialize(BrinMemTuple *dtuple, BrinDesc *brdesc)
dtuple->bt_columns[i].bv_allnulls = true;
dtuple->bt_columns[i].bv_hasnulls = false;
dtuple->bt_columns[i].bv_values = (Datum *) currdatum;
+
+ dtuple->bt_columns[i].bv_mem_value = PointerGetDatum(NULL);
+ dtuple->bt_columns[i].bv_serialize = NULL;
+ dtuple->bt_columns[i].bv_context = dtuple->bt_context;
+
currdatum += sizeof(Datum) * brdesc->bd_info[i]->oi_nstored;
}
@@ -574,6 +587,10 @@ brin_deform_tuple(BrinDesc *brdesc, BrinTuple *tuple, BrinMemTuple *dMemtuple)
dtup->bt_columns[keyno].bv_hasnulls = hasnulls[keyno];
dtup->bt_columns[keyno].bv_allnulls = false;
+
+ dtup->bt_columns[keyno].bv_mem_value = PointerGetDatum(NULL);
+ dtup->bt_columns[keyno].bv_serialize = NULL;
+ dtup->bt_columns[keyno].bv_context = dtup->bt_context;
}
MemoryContextSwitchTo(oldcxt);
diff --git a/src/include/access/brin.h b/src/include/access/brin.h
index 0e52d75457..9cd5fa9f62 100644
--- a/src/include/access/brin.h
+++ b/src/include/access/brin.h
@@ -24,6 +24,7 @@ typedef struct BrinOptions
bool autosummarize;
double nDistinctPerRange; /* number of distinct values per range */
double falsePositiveRate; /* false positive for bloom filter */
+ int valuesPerRange; /* number of values per range */
} BrinOptions;
diff --git a/src/include/access/brin_internal.h b/src/include/access/brin_internal.h
index 8cc4e532e6..fdaff42722 100644
--- a/src/include/access/brin_internal.h
+++ b/src/include/access/brin_internal.h
@@ -62,6 +62,9 @@ typedef struct BrinDesc
double bd_nDistinctPerRange;
double bd_falsePositiveRange;
+ /* parameters for multi-minmax indexes */
+ int bd_valuesPerRange;
+
/* per-column info; bd_tupdesc->natts entries long */
BrinOpcInfo *bd_info[FLEXIBLE_ARRAY_MEMBER];
} BrinDesc;
diff --git a/src/include/access/brin_tuple.h b/src/include/access/brin_tuple.h
index 5715bd58df..87de94f397 100644
--- a/src/include/access/brin_tuple.h
+++ b/src/include/access/brin_tuple.h
@@ -14,6 +14,11 @@
#include "access/brin_internal.h"
#include "access/tupdesc.h"
+/*
+ * The BRIN opclasses may register serialization callback, in case the on-disk
+ * and in-memory representations differ (e.g. for performance reasons).
+ */
+typedef void (*brin_serialize_callback_type) (BrinDesc *bdesc, Datum src, Datum *dst);
/*
* A BRIN index stores one index tuple per page range. Each index tuple
@@ -27,6 +32,9 @@ typedef struct BrinValues
bool bv_hasnulls; /* are there any nulls in the page range? */
bool bv_allnulls; /* are all values nulls in the page range? */
Datum *bv_values; /* current accumulated values */
+ Datum bv_mem_value; /* expanded accumulated values */
+ MemoryContext bv_context;
+ brin_serialize_callback_type bv_serialize;
} BrinValues;
/*
diff --git a/src/include/access/transam.h b/src/include/access/transam.h
index 82e874130d..654584a03f 100644
--- a/src/include/access/transam.h
+++ b/src/include/access/transam.h
@@ -186,7 +186,7 @@ FullTransactionIdAdvance(FullTransactionId *dest)
* ----------
*/
#define FirstGenbkiObjectId 10000
-#define FirstBootstrapObjectId 12000
+#define FirstBootstrapObjectId 13000
#define FirstNormalObjectId 16384
/*
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 04d678f96a..8135854163 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -2009,6 +2009,152 @@
amoprighttype => 'int8', amopstrategy => '5', amopopr => '>(int4,int8)',
amopmethod => 'brin' },
+# minmax multi integer
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int8', amopstrategy => '1', amopopr => '<(int8,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int8', amopstrategy => '2', amopopr => '<=(int8,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int8', amopstrategy => '3', amopopr => '=(int8,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int8', amopstrategy => '4', amopopr => '>=(int8,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int8', amopstrategy => '5', amopopr => '>(int8,int8)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int2', amopstrategy => '1', amopopr => '<(int8,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int2', amopstrategy => '2', amopopr => '<=(int8,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int2', amopstrategy => '3', amopopr => '=(int8,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int2', amopstrategy => '4', amopopr => '>=(int8,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int2', amopstrategy => '5', amopopr => '>(int8,int2)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int4', amopstrategy => '1', amopopr => '<(int8,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int4', amopstrategy => '2', amopopr => '<=(int8,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int4', amopstrategy => '3', amopopr => '=(int8,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int4', amopstrategy => '4', amopopr => '>=(int8,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int8',
+ amoprighttype => 'int4', amopstrategy => '5', amopopr => '>(int8,int4)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int2', amopstrategy => '1', amopopr => '<(int2,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int2', amopstrategy => '2', amopopr => '<=(int2,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int2', amopstrategy => '3', amopopr => '=(int2,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int2', amopstrategy => '4', amopopr => '>=(int2,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int2', amopstrategy => '5', amopopr => '>(int2,int2)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int8', amopstrategy => '1', amopopr => '<(int2,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int8', amopstrategy => '2', amopopr => '<=(int2,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int8', amopstrategy => '3', amopopr => '=(int2,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int8', amopstrategy => '4', amopopr => '>=(int2,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int8', amopstrategy => '5', amopopr => '>(int2,int8)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int4', amopstrategy => '1', amopopr => '<(int2,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int4', amopstrategy => '2', amopopr => '<=(int2,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int4', amopstrategy => '3', amopopr => '=(int2,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int4', amopstrategy => '4', amopopr => '>=(int2,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int2',
+ amoprighttype => 'int4', amopstrategy => '5', amopopr => '>(int2,int4)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int4', amopstrategy => '1', amopopr => '<(int4,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int4', amopstrategy => '2', amopopr => '<=(int4,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int4', amopstrategy => '3', amopopr => '=(int4,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int4', amopstrategy => '4', amopopr => '>=(int4,int4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int4', amopstrategy => '5', amopopr => '>(int4,int4)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int2', amopstrategy => '1', amopopr => '<(int4,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int2', amopstrategy => '2', amopopr => '<=(int4,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int2', amopstrategy => '3', amopopr => '=(int4,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int2', amopstrategy => '4', amopopr => '>=(int4,int2)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int2', amopstrategy => '5', amopopr => '>(int4,int2)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int8', amopstrategy => '1', amopopr => '<(int4,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int8', amopstrategy => '2', amopopr => '<=(int4,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int8', amopstrategy => '3', amopopr => '=(int4,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int8', amopstrategy => '4', amopopr => '>=(int4,int8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/integer_minmax_multi_ops', amoplefttype => 'int4',
+ amoprighttype => 'int8', amopstrategy => '5', amopopr => '>(int4,int8)',
+ amopmethod => 'brin' },
+
# bloom integer
{ amopfamily => 'brin/integer_bloom_ops', amoplefttype => 'int8',
@@ -2062,6 +2208,23 @@
amoprighttype => 'oid', amopstrategy => '5', amopopr => '>(oid,oid)',
amopmethod => 'brin' },
+# minmax multi oid
+{ amopfamily => 'brin/oid_minmax_multi_ops', amoplefttype => 'oid',
+ amoprighttype => 'oid', amopstrategy => '1', amopopr => '<(oid,oid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/oid_minmax_multi_ops', amoplefttype => 'oid',
+ amoprighttype => 'oid', amopstrategy => '2', amopopr => '<=(oid,oid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/oid_minmax_multi_ops', amoplefttype => 'oid',
+ amoprighttype => 'oid', amopstrategy => '3', amopopr => '=(oid,oid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/oid_minmax_multi_ops', amoplefttype => 'oid',
+ amoprighttype => 'oid', amopstrategy => '4', amopopr => '>=(oid,oid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/oid_minmax_multi_ops', amoplefttype => 'oid',
+ amoprighttype => 'oid', amopstrategy => '5', amopopr => '>(oid,oid)',
+ amopmethod => 'brin' },
+
# bloom oid
{ amopfamily => 'brin/oid_bloom_ops', amoplefttype => 'oid',
amoprighttype => 'oid', amopstrategy => '1', amopopr => '=(oid,oid)',
@@ -2088,6 +2251,22 @@
{ amopfamily => 'brin/tid_bloom_ops', amoplefttype => 'tid',
amoprighttype => 'tid', amopstrategy => '1', amopopr => '=(tid,tid)',
amopmethod => 'brin' },
+# minmax multi tid
+{ amopfamily => 'brin/tid_minmax_multi_ops', amoplefttype => 'tid',
+ amoprighttype => 'tid', amopstrategy => '1', amopopr => '<(tid,tid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/tid_minmax_multi_ops', amoplefttype => 'tid',
+ amoprighttype => 'tid', amopstrategy => '2', amopopr => '<=(tid,tid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/tid_minmax_multi_ops', amoplefttype => 'tid',
+ amoprighttype => 'tid', amopstrategy => '3', amopopr => '=(tid,tid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/tid_minmax_multi_ops', amoplefttype => 'tid',
+ amoprighttype => 'tid', amopstrategy => '4', amopopr => '>=(tid,tid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/tid_minmax_multi_ops', amoplefttype => 'tid',
+ amoprighttype => 'tid', amopstrategy => '5', amopopr => '>(tid,tid)',
+ amopmethod => 'brin' },
# minmax float (float4, float8)
@@ -2155,6 +2334,72 @@
amoprighttype => 'float8', amopstrategy => '5', amopopr => '>(float8,float8)',
amopmethod => 'brin' },
+# minmax multi float (float4, float8)
+
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float4', amopstrategy => '1', amopopr => '<(float4,float4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float4', amopstrategy => '2',
+ amopopr => '<=(float4,float4)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float4', amopstrategy => '3', amopopr => '=(float4,float4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float4', amopstrategy => '4',
+ amopopr => '>=(float4,float4)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float4', amopstrategy => '5', amopopr => '>(float4,float4)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float8', amopstrategy => '1', amopopr => '<(float4,float8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float8', amopstrategy => '2',
+ amopopr => '<=(float4,float8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float8', amopstrategy => '3', amopopr => '=(float4,float8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float8', amopstrategy => '4',
+ amopopr => '>=(float4,float8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float4',
+ amoprighttype => 'float8', amopstrategy => '5', amopopr => '>(float4,float8)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float4', amopstrategy => '1', amopopr => '<(float8,float4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float4', amopstrategy => '2',
+ amopopr => '<=(float8,float4)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float4', amopstrategy => '3', amopopr => '=(float8,float4)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float4', amopstrategy => '4',
+ amopopr => '>=(float8,float4)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float4', amopstrategy => '5', amopopr => '>(float8,float4)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float8', amopstrategy => '1', amopopr => '<(float8,float8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float8', amopstrategy => '2',
+ amopopr => '<=(float8,float8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float8', amopstrategy => '3', amopopr => '=(float8,float8)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float8', amopstrategy => '4',
+ amopopr => '>=(float8,float8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/float_minmax_multi_ops', amoplefttype => 'float8',
+ amoprighttype => 'float8', amopstrategy => '5', amopopr => '>(float8,float8)',
+ amopmethod => 'brin' },
+
# bloom float
{ amopfamily => 'brin/float_bloom_ops', amoplefttype => 'float4',
amoprighttype => 'float4', amopstrategy => '1', amopopr => '=(float4,float4)',
@@ -2180,6 +2425,23 @@
amoprighttype => 'macaddr', amopstrategy => '5',
amopopr => '>(macaddr,macaddr)', amopmethod => 'brin' },
+# minmax multi macaddr
+{ amopfamily => 'brin/macaddr_minmax_multi_ops', amoplefttype => 'macaddr',
+ amoprighttype => 'macaddr', amopstrategy => '1',
+ amopopr => '<(macaddr,macaddr)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr_minmax_multi_ops', amoplefttype => 'macaddr',
+ amoprighttype => 'macaddr', amopstrategy => '2',
+ amopopr => '<=(macaddr,macaddr)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr_minmax_multi_ops', amoplefttype => 'macaddr',
+ amoprighttype => 'macaddr', amopstrategy => '3',
+ amopopr => '=(macaddr,macaddr)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr_minmax_multi_ops', amoplefttype => 'macaddr',
+ amoprighttype => 'macaddr', amopstrategy => '4',
+ amopopr => '>=(macaddr,macaddr)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr_minmax_multi_ops', amoplefttype => 'macaddr',
+ amoprighttype => 'macaddr', amopstrategy => '5',
+ amopopr => '>(macaddr,macaddr)', amopmethod => 'brin' },
+
# bloom macaddr
{ amopfamily => 'brin/macaddr_bloom_ops', amoplefttype => 'macaddr',
amoprighttype => 'macaddr', amopstrategy => '1',
@@ -2202,6 +2464,23 @@
amoprighttype => 'macaddr8', amopstrategy => '5',
amopopr => '>(macaddr8,macaddr8)', amopmethod => 'brin' },
+# minmax multi macaddr8
+{ amopfamily => 'brin/macaddr8_minmax_multi_ops', amoplefttype => 'macaddr8',
+ amoprighttype => 'macaddr8', amopstrategy => '1',
+ amopopr => '<(macaddr8,macaddr8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr8_minmax_multi_ops', amoplefttype => 'macaddr8',
+ amoprighttype => 'macaddr8', amopstrategy => '2',
+ amopopr => '<=(macaddr8,macaddr8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr8_minmax_multi_ops', amoplefttype => 'macaddr8',
+ amoprighttype => 'macaddr8', amopstrategy => '3',
+ amopopr => '=(macaddr8,macaddr8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr8_minmax_multi_ops', amoplefttype => 'macaddr8',
+ amoprighttype => 'macaddr8', amopstrategy => '4',
+ amopopr => '>=(macaddr8,macaddr8)', amopmethod => 'brin' },
+{ amopfamily => 'brin/macaddr8_minmax_multi_ops', amoplefttype => 'macaddr8',
+ amoprighttype => 'macaddr8', amopstrategy => '5',
+ amopopr => '>(macaddr8,macaddr8)', amopmethod => 'brin' },
+
# bloom macaddr8
{ amopfamily => 'brin/macaddr8_bloom_ops', amoplefttype => 'macaddr8',
amoprighttype => 'macaddr8', amopstrategy => '1',
@@ -2224,6 +2503,23 @@
amoprighttype => 'inet', amopstrategy => '5', amopopr => '>(inet,inet)',
amopmethod => 'brin' },
+# minmax multi inet
+{ amopfamily => 'brin/network_minmax_multi_ops', amoplefttype => 'inet',
+ amoprighttype => 'inet', amopstrategy => '1', amopopr => '<(inet,inet)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/network_minmax_multi_ops', amoplefttype => 'inet',
+ amoprighttype => 'inet', amopstrategy => '2', amopopr => '<=(inet,inet)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/network_minmax_multi_ops', amoplefttype => 'inet',
+ amoprighttype => 'inet', amopstrategy => '3', amopopr => '=(inet,inet)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/network_minmax_multi_ops', amoplefttype => 'inet',
+ amoprighttype => 'inet', amopstrategy => '4', amopopr => '>=(inet,inet)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/network_minmax_multi_ops', amoplefttype => 'inet',
+ amoprighttype => 'inet', amopstrategy => '5', amopopr => '>(inet,inet)',
+ amopmethod => 'brin' },
+
# bloom inet
{ amopfamily => 'brin/network_bloom_ops', amoplefttype => 'inet',
amoprighttype => 'inet', amopstrategy => '1', amopopr => '=(inet,inet)',
@@ -2288,6 +2584,23 @@
amoprighttype => 'time', amopstrategy => '5', amopopr => '>(time,time)',
amopmethod => 'brin' },
+# minmax multi time without time zone
+{ amopfamily => 'brin/time_minmax_multi_ops', amoplefttype => 'time',
+ amoprighttype => 'time', amopstrategy => '1', amopopr => '<(time,time)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/time_minmax_multi_ops', amoplefttype => 'time',
+ amoprighttype => 'time', amopstrategy => '2', amopopr => '<=(time,time)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/time_minmax_multi_ops', amoplefttype => 'time',
+ amoprighttype => 'time', amopstrategy => '3', amopopr => '=(time,time)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/time_minmax_multi_ops', amoplefttype => 'time',
+ amoprighttype => 'time', amopstrategy => '4', amopopr => '>=(time,time)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/time_minmax_multi_ops', amoplefttype => 'time',
+ amoprighttype => 'time', amopstrategy => '5', amopopr => '>(time,time)',
+ amopmethod => 'brin' },
+
# bloom time without time zone
{ amopfamily => 'brin/time_bloom_ops', amoplefttype => 'time',
amoprighttype => 'time', amopstrategy => '1', amopopr => '=(time,time)',
@@ -2439,6 +2752,152 @@
amoprighttype => 'timestamptz', amopstrategy => '5',
amopopr => '>(timestamptz,timestamptz)', amopmethod => 'brin' },
+# minmax multi datetime (date, timestamp, timestamptz)
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamp', amopstrategy => '1',
+ amopopr => '<(timestamp,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamp', amopstrategy => '2',
+ amopopr => '<=(timestamp,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamp', amopstrategy => '3',
+ amopopr => '=(timestamp,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamp', amopstrategy => '4',
+ amopopr => '>=(timestamp,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamp', amopstrategy => '5',
+ amopopr => '>(timestamp,timestamp)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'date', amopstrategy => '1', amopopr => '<(timestamp,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'date', amopstrategy => '2', amopopr => '<=(timestamp,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'date', amopstrategy => '3', amopopr => '=(timestamp,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'date', amopstrategy => '4', amopopr => '>=(timestamp,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'date', amopstrategy => '5', amopopr => '>(timestamp,date)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamptz', amopstrategy => '1',
+ amopopr => '<(timestamp,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamptz', amopstrategy => '2',
+ amopopr => '<=(timestamp,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamptz', amopstrategy => '3',
+ amopopr => '=(timestamp,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamptz', amopstrategy => '4',
+ amopopr => '>=(timestamp,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamp',
+ amoprighttype => 'timestamptz', amopstrategy => '5',
+ amopopr => '>(timestamp,timestamptz)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'date', amopstrategy => '1', amopopr => '<(date,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'date', amopstrategy => '2', amopopr => '<=(date,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'date', amopstrategy => '3', amopopr => '=(date,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'date', amopstrategy => '4', amopopr => '>=(date,date)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'date', amopstrategy => '5', amopopr => '>(date,date)',
+ amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamp', amopstrategy => '1',
+ amopopr => '<(date,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamp', amopstrategy => '2',
+ amopopr => '<=(date,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamp', amopstrategy => '3',
+ amopopr => '=(date,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamp', amopstrategy => '4',
+ amopopr => '>=(date,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamp', amopstrategy => '5',
+ amopopr => '>(date,timestamp)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamptz', amopstrategy => '1',
+ amopopr => '<(date,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamptz', amopstrategy => '2',
+ amopopr => '<=(date,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamptz', amopstrategy => '3',
+ amopopr => '=(date,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamptz', amopstrategy => '4',
+ amopopr => '>=(date,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'date',
+ amoprighttype => 'timestamptz', amopstrategy => '5',
+ amopopr => '>(date,timestamptz)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'date', amopstrategy => '1',
+ amopopr => '<(timestamptz,date)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'date', amopstrategy => '2',
+ amopopr => '<=(timestamptz,date)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'date', amopstrategy => '3',
+ amopopr => '=(timestamptz,date)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'date', amopstrategy => '4',
+ amopopr => '>=(timestamptz,date)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'date', amopstrategy => '5',
+ amopopr => '>(timestamptz,date)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamp', amopstrategy => '1',
+ amopopr => '<(timestamptz,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamp', amopstrategy => '2',
+ amopopr => '<=(timestamptz,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamp', amopstrategy => '3',
+ amopopr => '=(timestamptz,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamp', amopstrategy => '4',
+ amopopr => '>=(timestamptz,timestamp)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamp', amopstrategy => '5',
+ amopopr => '>(timestamptz,timestamp)', amopmethod => 'brin' },
+
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamptz', amopstrategy => '1',
+ amopopr => '<(timestamptz,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamptz', amopstrategy => '2',
+ amopopr => '<=(timestamptz,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamptz', amopstrategy => '3',
+ amopopr => '=(timestamptz,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamptz', amopstrategy => '4',
+ amopopr => '>=(timestamptz,timestamptz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/datetime_minmax_multi_ops', amoplefttype => 'timestamptz',
+ amoprighttype => 'timestamptz', amopstrategy => '5',
+ amopopr => '>(timestamptz,timestamptz)', amopmethod => 'brin' },
+
# bloom datetime (date, timestamp, timestamptz)
{ amopfamily => 'brin/datetime_bloom_ops', amoplefttype => 'timestamp',
@@ -2470,6 +2929,23 @@
amoprighttype => 'interval', amopstrategy => '5',
amopopr => '>(interval,interval)', amopmethod => 'brin' },
+# minmax multi interval
+{ amopfamily => 'brin/interval_minmax_multi_ops', amoplefttype => 'interval',
+ amoprighttype => 'interval', amopstrategy => '1',
+ amopopr => '<(interval,interval)', amopmethod => 'brin' },
+{ amopfamily => 'brin/interval_minmax_multi_ops', amoplefttype => 'interval',
+ amoprighttype => 'interval', amopstrategy => '2',
+ amopopr => '<=(interval,interval)', amopmethod => 'brin' },
+{ amopfamily => 'brin/interval_minmax_multi_ops', amoplefttype => 'interval',
+ amoprighttype => 'interval', amopstrategy => '3',
+ amopopr => '=(interval,interval)', amopmethod => 'brin' },
+{ amopfamily => 'brin/interval_minmax_multi_ops', amoplefttype => 'interval',
+ amoprighttype => 'interval', amopstrategy => '4',
+ amopopr => '>=(interval,interval)', amopmethod => 'brin' },
+{ amopfamily => 'brin/interval_minmax_multi_ops', amoplefttype => 'interval',
+ amoprighttype => 'interval', amopstrategy => '5',
+ amopopr => '>(interval,interval)', amopmethod => 'brin' },
+
# bloom interval
{ amopfamily => 'brin/interval_bloom_ops', amoplefttype => 'interval',
amoprighttype => 'interval', amopstrategy => '1',
@@ -2492,6 +2968,23 @@
amoprighttype => 'timetz', amopstrategy => '5', amopopr => '>(timetz,timetz)',
amopmethod => 'brin' },
+# minmax multi time with time zone
+{ amopfamily => 'brin/timetz_minmax_multi_ops', amoplefttype => 'timetz',
+ amoprighttype => 'timetz', amopstrategy => '1', amopopr => '<(timetz,timetz)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/timetz_minmax_multi_ops', amoplefttype => 'timetz',
+ amoprighttype => 'timetz', amopstrategy => '2',
+ amopopr => '<=(timetz,timetz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/timetz_minmax_multi_ops', amoplefttype => 'timetz',
+ amoprighttype => 'timetz', amopstrategy => '3', amopopr => '=(timetz,timetz)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/timetz_minmax_multi_ops', amoplefttype => 'timetz',
+ amoprighttype => 'timetz', amopstrategy => '4',
+ amopopr => '>=(timetz,timetz)', amopmethod => 'brin' },
+{ amopfamily => 'brin/timetz_minmax_multi_ops', amoplefttype => 'timetz',
+ amoprighttype => 'timetz', amopstrategy => '5', amopopr => '>(timetz,timetz)',
+ amopmethod => 'brin' },
+
# bloom time with time zone
{ amopfamily => 'brin/timetz_bloom_ops', amoplefttype => 'timetz',
amoprighttype => 'timetz', amopstrategy => '1', amopopr => '=(timetz,timetz)',
@@ -2548,6 +3041,23 @@
amoprighttype => 'numeric', amopstrategy => '5',
amopopr => '>(numeric,numeric)', amopmethod => 'brin' },
+# minmax multi numeric
+{ amopfamily => 'brin/numeric_minmax_multi_ops', amoplefttype => 'numeric',
+ amoprighttype => 'numeric', amopstrategy => '1',
+ amopopr => '<(numeric,numeric)', amopmethod => 'brin' },
+{ amopfamily => 'brin/numeric_minmax_multi_ops', amoplefttype => 'numeric',
+ amoprighttype => 'numeric', amopstrategy => '2',
+ amopopr => '<=(numeric,numeric)', amopmethod => 'brin' },
+{ amopfamily => 'brin/numeric_minmax_multi_ops', amoplefttype => 'numeric',
+ amoprighttype => 'numeric', amopstrategy => '3',
+ amopopr => '=(numeric,numeric)', amopmethod => 'brin' },
+{ amopfamily => 'brin/numeric_minmax_multi_ops', amoplefttype => 'numeric',
+ amoprighttype => 'numeric', amopstrategy => '4',
+ amopopr => '>=(numeric,numeric)', amopmethod => 'brin' },
+{ amopfamily => 'brin/numeric_minmax_multi_ops', amoplefttype => 'numeric',
+ amoprighttype => 'numeric', amopstrategy => '5',
+ amopopr => '>(numeric,numeric)', amopmethod => 'brin' },
+
# bloom numeric
{ amopfamily => 'brin/numeric_bloom_ops', amoplefttype => 'numeric',
amoprighttype => 'numeric', amopstrategy => '1',
@@ -2570,6 +3080,23 @@
amoprighttype => 'uuid', amopstrategy => '5', amopopr => '>(uuid,uuid)',
amopmethod => 'brin' },
+# minmax multi uuid
+{ amopfamily => 'brin/uuid_minmax_multi_ops', amoplefttype => 'uuid',
+ amoprighttype => 'uuid', amopstrategy => '1', amopopr => '<(uuid,uuid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/uuid_minmax_multi_ops', amoplefttype => 'uuid',
+ amoprighttype => 'uuid', amopstrategy => '2', amopopr => '<=(uuid,uuid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/uuid_minmax_multi_ops', amoplefttype => 'uuid',
+ amoprighttype => 'uuid', amopstrategy => '3', amopopr => '=(uuid,uuid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/uuid_minmax_multi_ops', amoplefttype => 'uuid',
+ amoprighttype => 'uuid', amopstrategy => '4', amopopr => '>=(uuid,uuid)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/uuid_minmax_multi_ops', amoplefttype => 'uuid',
+ amoprighttype => 'uuid', amopstrategy => '5', amopopr => '>(uuid,uuid)',
+ amopmethod => 'brin' },
+
# bloom uuid
{ amopfamily => 'brin/uuid_bloom_ops', amoplefttype => 'uuid',
amoprighttype => 'uuid', amopstrategy => '1', amopopr => '=(uuid,uuid)',
@@ -2636,6 +3163,23 @@
amoprighttype => 'pg_lsn', amopstrategy => '5', amopopr => '>(pg_lsn,pg_lsn)',
amopmethod => 'brin' },
+# minmax multi pg_lsn
+{ amopfamily => 'brin/pg_lsn_minmax_multi_ops', amoplefttype => 'pg_lsn',
+ amoprighttype => 'pg_lsn', amopstrategy => '1', amopopr => '<(pg_lsn,pg_lsn)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/pg_lsn_minmax_multi_ops', amoplefttype => 'pg_lsn',
+ amoprighttype => 'pg_lsn', amopstrategy => '2',
+ amopopr => '<=(pg_lsn,pg_lsn)', amopmethod => 'brin' },
+{ amopfamily => 'brin/pg_lsn_minmax_multi_ops', amoplefttype => 'pg_lsn',
+ amoprighttype => 'pg_lsn', amopstrategy => '3', amopopr => '=(pg_lsn,pg_lsn)',
+ amopmethod => 'brin' },
+{ amopfamily => 'brin/pg_lsn_minmax_multi_ops', amoplefttype => 'pg_lsn',
+ amoprighttype => 'pg_lsn', amopstrategy => '4',
+ amopopr => '>=(pg_lsn,pg_lsn)', amopmethod => 'brin' },
+{ amopfamily => 'brin/pg_lsn_minmax_multi_ops', amoplefttype => 'pg_lsn',
+ amoprighttype => 'pg_lsn', amopstrategy => '5', amopopr => '>(pg_lsn,pg_lsn)',
+ amopmethod => 'brin' },
+
# bloom pg_lsn
{ amopfamily => 'brin/pg_lsn_bloom_ops', amoplefttype => 'pg_lsn',
amoprighttype => 'pg_lsn', amopstrategy => '1', amopopr => '=(pg_lsn,pg_lsn)',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 6709c8dfea..51403716b1 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -986,6 +986,152 @@
{ amprocfamily => 'brin/integer_minmax_ops', amproclefttype => 'int4',
amprocrighttype => 'int2', amprocnum => '4', amproc => 'brin_minmax_union' },
+# minmax multi integer: int2, int4, int8
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int8', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int8' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int2', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int2', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int2', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int2', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int2', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int2', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int8' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int4', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int4', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int4', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int4', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int4', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int8',
+ amprocrighttype => 'int4', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int8' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int2', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int2' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int8', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int8', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int8', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int8', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int8', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int8', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int8' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int4', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int4', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int4', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int4', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int4', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int2',
+ amprocrighttype => 'int4', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int4' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int4', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int4' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int8', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int8', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int8', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int8', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int8', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int8', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int8' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int2', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int2', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int2', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int2', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int2', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/integer_minmax_multi_ops', amproclefttype => 'int4',
+ amprocrighttype => 'int2', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int4' },
+
# bloom integer: int2, int4, int8
{ amprocfamily => 'brin/integer_bloom_ops', amproclefttype => 'int8',
amprocrighttype => 'int8', amprocnum => '1',
@@ -1081,6 +1227,23 @@
{ amprocfamily => 'brin/oid_minmax_ops', amproclefttype => 'oid',
amprocrighttype => 'oid', amprocnum => '4', amproc => 'brin_minmax_union' },
+# minmax multi oid
+{ amprocfamily => 'brin/oid_minmax_multi_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/oid_minmax_multi_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/oid_minmax_multi_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/oid_minmax_multi_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/oid_minmax_multi_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/oid_minmax_multi_ops', amproclefttype => 'oid',
+ amprocrighttype => 'oid', amprocnum => '11', amproc => 'brin_minmax_multi_distance_int4' },
+
# bloom oid
{ amprocfamily => 'brin/oid_bloom_ops', amproclefttype => 'oid',
amprocrighttype => 'oid', amprocnum => '1', amproc => 'brin_bloom_opcinfo' },
@@ -1127,6 +1290,23 @@
{ amprocfamily => 'brin/tid_bloom_ops', amproclefttype => 'tid',
amprocrighttype => 'tid', amprocnum => '11', amproc => 'hashtid' },
+# minmax multi tid
+{ amprocfamily => 'brin/tid_minmax_multi_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/tid_minmax_multi_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/tid_minmax_multi_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/tid_minmax_multi_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/tid_minmax_multi_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/tid_minmax_multi_ops', amproclefttype => 'tid',
+ amprocrighttype => 'tid', amprocnum => '11', amproc => 'brin_minmax_multi_distance_tid' },
+
# minmax float
{ amprocfamily => 'brin/float_minmax_ops', amproclefttype => 'float4',
amprocrighttype => 'float4', amprocnum => '1',
@@ -1177,6 +1357,80 @@
amprocrighttype => 'float4', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi float
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float4', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_float4' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float8', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float8', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float8', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float8', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float8', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float4',
+ amprocrighttype => 'float8', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_float8' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float8', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_float8' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float4', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float4', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float4', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float4', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float4', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/float_minmax_multi_ops', amproclefttype => 'float8',
+ amprocrighttype => 'float4', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_float8' },
+
# bloom float
{ amprocfamily => 'brin/float_bloom_ops', amproclefttype => 'float4',
amprocrighttype => 'float4', amprocnum => '1',
@@ -1230,6 +1484,26 @@
amprocrighttype => 'macaddr', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi macaddr
+{ amprocfamily => 'brin/macaddr_minmax_multi_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/macaddr_minmax_multi_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/macaddr_minmax_multi_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/macaddr_minmax_multi_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/macaddr_minmax_multi_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/macaddr_minmax_multi_ops', amproclefttype => 'macaddr',
+ amprocrighttype => 'macaddr', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_macaddr' },
+
# bloom macaddr
{ amprocfamily => 'brin/macaddr_bloom_ops', amproclefttype => 'macaddr',
amprocrighttype => 'macaddr', amprocnum => '1',
@@ -1264,6 +1538,26 @@
amprocrighttype => 'macaddr8', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi macaddr8
+{ amprocfamily => 'brin/macaddr8_minmax_multi_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/macaddr8_minmax_multi_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/macaddr8_minmax_multi_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/macaddr8_minmax_multi_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/macaddr8_minmax_multi_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/macaddr8_minmax_multi_ops', amproclefttype => 'macaddr8',
+ amprocrighttype => 'macaddr8', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_macaddr8' },
+
# bloom macaddr8
{ amprocfamily => 'brin/macaddr8_bloom_ops', amproclefttype => 'macaddr8',
amprocrighttype => 'macaddr8', amprocnum => '1',
@@ -1297,6 +1591,26 @@
{ amprocfamily => 'brin/network_minmax_ops', amproclefttype => 'inet',
amprocrighttype => 'inet', amprocnum => '4', amproc => 'brin_minmax_union' },
+# minmax multi inet
+{ amprocfamily => 'brin/network_minmax_multi_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/network_minmax_multi_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/network_minmax_multi_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/network_minmax_multi_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/network_minmax_multi_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/network_minmax_multi_ops', amproclefttype => 'inet',
+ amprocrighttype => 'inet', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_inet' },
+
# bloom inet
{ amprocfamily => 'brin/network_bloom_ops', amproclefttype => 'inet',
amprocrighttype => 'inet', amprocnum => '1',
@@ -1382,6 +1696,25 @@
{ amprocfamily => 'brin/time_minmax_ops', amproclefttype => 'time',
amprocrighttype => 'time', amprocnum => '4', amproc => 'brin_minmax_union' },
+# minmax multi time without time zone
+{ amprocfamily => 'brin/time_minmax_multi_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/time_minmax_multi_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/time_minmax_multi_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/time_minmax_multi_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/time_minmax_multi_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/time_minmax_multi_ops', amproclefttype => 'time',
+ amprocrighttype => 'time', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_time' },
+
# bloom time without time zone
{ amprocfamily => 'brin/time_bloom_ops', amproclefttype => 'time',
amprocrighttype => 'time', amprocnum => '1',
@@ -1507,6 +1840,170 @@
amprocrighttype => 'timestamptz', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi datetime (date, timestamp, timestamptz)
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamp', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_time' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamptz', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamptz', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamptz', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamptz', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamptz', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'timestamptz', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_time' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'date', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'date', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'date', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'date', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'date', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamp',
+ amprocrighttype => 'date', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_time' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamptz', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_time' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamp', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamp', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamp', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamp', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamp', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'timestamp', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_timestamp' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'date', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'date', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'date', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'date', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'date', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'timestamptz',
+ amprocrighttype => 'date', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_timestamp' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'date', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_date' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamp', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamp', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamp', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamp', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamp', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamp', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_float8' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamptz', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamptz', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamptz', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamptz', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamptz', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/datetime_minmax_multi_ops', amproclefttype => 'date',
+ amprocrighttype => 'timestamptz', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_float8' },
+
# bloom datetime (date, timestamp, timestamptz)
{ amprocfamily => 'brin/datetime_bloom_ops', amproclefttype => 'timestamp',
amprocrighttype => 'timestamp', amprocnum => '1',
@@ -1577,6 +2074,26 @@
amprocrighttype => 'interval', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi interval
+{ amprocfamily => 'brin/interval_minmax_multi_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/interval_minmax_multi_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/interval_minmax_multi_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/interval_minmax_multi_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/interval_minmax_multi_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/interval_minmax_multi_ops', amproclefttype => 'interval',
+ amprocrighttype => 'interval', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_interval' },
+
# bloom interval
{ amprocfamily => 'brin/interval_bloom_ops', amproclefttype => 'interval',
amprocrighttype => 'interval', amprocnum => '1',
@@ -1611,6 +2128,26 @@
amprocrighttype => 'timetz', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi time with time zone
+{ amprocfamily => 'brin/timetz_minmax_multi_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/timetz_minmax_multi_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/timetz_minmax_multi_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/timetz_minmax_multi_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/timetz_minmax_multi_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/timetz_minmax_multi_ops', amproclefttype => 'timetz',
+ amprocrighttype => 'timetz', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_timetz' },
+
# bloom time with time zone
{ amprocfamily => 'brin/timetz_bloom_ops', amproclefttype => 'timetz',
amprocrighttype => 'timetz', amprocnum => '1',
@@ -1671,6 +2208,26 @@
amprocrighttype => 'numeric', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi numeric
+{ amprocfamily => 'brin/numeric_minmax_multi_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/numeric_minmax_multi_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/numeric_minmax_multi_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/numeric_minmax_multi_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/numeric_minmax_multi_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/numeric_minmax_multi_ops', amproclefttype => 'numeric',
+ amprocrighttype => 'numeric', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_numeric' },
+
# bloom numeric
{ amprocfamily => 'brin/numeric_bloom_ops', amproclefttype => 'numeric',
amprocrighttype => 'numeric', amprocnum => '1',
@@ -1702,7 +2259,28 @@
amprocrighttype => 'uuid', amprocnum => '3',
amproc => 'brin_minmax_consistent' },
{ amprocfamily => 'brin/uuid_minmax_ops', amproclefttype => 'uuid',
- amprocrighttype => 'uuid', amprocnum => '4', amproc => 'brin_minmax_union' },
+ amprocrighttype => 'uuid', amprocnum => '4',
+ amproc => 'brin_minmax_union' },
+
+# minmax multi uuid
+{ amprocfamily => 'brin/uuid_minmax_multi_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/uuid_minmax_multi_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/uuid_minmax_multi_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/uuid_minmax_multi_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/uuid_minmax_multi_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/uuid_minmax_multi_ops', amproclefttype => 'uuid',
+ amprocrighttype => 'uuid', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_uuid' },
# bloom uuid
{ amprocfamily => 'brin/uuid_bloom_ops', amproclefttype => 'uuid',
@@ -1759,6 +2337,26 @@
amprocrighttype => 'pg_lsn', amprocnum => '4',
amproc => 'brin_minmax_union' },
+# minmax multi pg_lsn
+{ amprocfamily => 'brin/pg_lsn_minmax_multi_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '1',
+ amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/pg_lsn_minmax_multi_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '2',
+ amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/pg_lsn_minmax_multi_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '3',
+ amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/pg_lsn_minmax_multi_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '4',
+ amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/pg_lsn_minmax_multi_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '5',
+ amproc => 'brin_minmax_multi_options' },
+{ amprocfamily => 'brin/pg_lsn_minmax_multi_ops', amproclefttype => 'pg_lsn',
+ amprocrighttype => 'pg_lsn', amprocnum => '11',
+ amproc => 'brin_minmax_multi_distance_pg_lsn' },
+
# bloom pg_lsn
{ amprocfamily => 'brin/pg_lsn_bloom_ops', amproclefttype => 'pg_lsn',
amprocrighttype => 'pg_lsn', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index 6a5bb58baf..da25befefe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -284,18 +284,27 @@
{ opcmethod => 'brin', opcname => 'int8_minmax_ops',
opcfamily => 'brin/integer_minmax_ops', opcintype => 'int8',
opckeytype => 'int8' },
+{ opcmethod => 'brin', opcname => 'int8_minmax_multi_ops',
+ opcfamily => 'brin/integer_minmax_multi_ops', opcintype => 'int8',
+ opckeytype => 'int8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int8_bloom_ops',
opcfamily => 'brin/integer_bloom_ops', opcintype => 'int8',
opckeytype => 'int8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int2_minmax_ops',
opcfamily => 'brin/integer_minmax_ops', opcintype => 'int2',
opckeytype => 'int2' },
+{ opcmethod => 'brin', opcname => 'int2_minmax_multi_ops',
+ opcfamily => 'brin/integer_minmax_multi_ops', opcintype => 'int2',
+ opckeytype => 'int2', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int2_bloom_ops',
opcfamily => 'brin/integer_bloom_ops', opcintype => 'int2',
opckeytype => 'int2', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int4_minmax_ops',
opcfamily => 'brin/integer_minmax_ops', opcintype => 'int4',
opckeytype => 'int4' },
+{ opcmethod => 'brin', opcname => 'int4_minmax_multi_ops',
+ opcfamily => 'brin/integer_minmax_multi_ops', opcintype => 'int4',
+ opckeytype => 'int4', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'int4_bloom_ops',
opcfamily => 'brin/integer_bloom_ops', opcintype => 'int4',
opckeytype => 'int4', opcdefault => 'f' },
@@ -307,6 +316,9 @@
opckeytype => 'text', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'oid_minmax_ops',
opcfamily => 'brin/oid_minmax_ops', opcintype => 'oid', opckeytype => 'oid' },
+{ opcmethod => 'brin', opcname => 'oid_minmax_multi_ops',
+ opcfamily => 'brin/oid_minmax_multi_ops', opcintype => 'oid',
+ opckeytype => 'oid', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'oid_bloom_ops',
opcfamily => 'brin/oid_bloom_ops', opcintype => 'oid',
opckeytype => 'oid', opcdefault => 'f' },
@@ -315,33 +327,51 @@
{ opcmethod => 'brin', opcname => 'tid_bloom_ops',
opcfamily => 'brin/tid_bloom_ops', opcintype => 'tid', opckeytype => 'tid',
opcdefault => 'f'},
+{ opcmethod => 'brin', opcname => 'tid_minmax_multi_ops',
+ opcfamily => 'brin/tid_minmax_multi_ops', opcintype => 'tid',
+ opckeytype => 'tid', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'float4_minmax_ops',
opcfamily => 'brin/float_minmax_ops', opcintype => 'float4',
opckeytype => 'float4' },
+{ opcmethod => 'brin', opcname => 'float4_minmax_multi_ops',
+ opcfamily => 'brin/float_minmax_multi_ops', opcintype => 'float4',
+ opckeytype => 'float4', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'float4_bloom_ops',
opcfamily => 'brin/float_bloom_ops', opcintype => 'float4',
opckeytype => 'float4', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'float8_minmax_ops',
opcfamily => 'brin/float_minmax_ops', opcintype => 'float8',
opckeytype => 'float8' },
+{ opcmethod => 'brin', opcname => 'float8_minmax_multi_ops',
+ opcfamily => 'brin/float_minmax_multi_ops', opcintype => 'float8',
+ opckeytype => 'float8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'float8_bloom_ops',
opcfamily => 'brin/float_bloom_ops', opcintype => 'float8',
opckeytype => 'float8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'macaddr_minmax_ops',
opcfamily => 'brin/macaddr_minmax_ops', opcintype => 'macaddr',
opckeytype => 'macaddr' },
+{ opcmethod => 'brin', opcname => 'macaddr_minmax_multi_ops',
+ opcfamily => 'brin/macaddr_minmax_multi_ops', opcintype => 'macaddr',
+ opckeytype => 'macaddr', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'macaddr_bloom_ops',
opcfamily => 'brin/macaddr_bloom_ops', opcintype => 'macaddr',
opckeytype => 'macaddr', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'macaddr8_minmax_ops',
opcfamily => 'brin/macaddr8_minmax_ops', opcintype => 'macaddr8',
opckeytype => 'macaddr8' },
+{ opcmethod => 'brin', opcname => 'macaddr8_minmax_multi_ops',
+ opcfamily => 'brin/macaddr8_minmax_multi_ops', opcintype => 'macaddr8',
+ opckeytype => 'macaddr8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'macaddr8_bloom_ops',
opcfamily => 'brin/macaddr8_bloom_ops', opcintype => 'macaddr8',
opckeytype => 'macaddr8', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'inet_minmax_ops',
opcfamily => 'brin/network_minmax_ops', opcintype => 'inet',
opcdefault => 'f', opckeytype => 'inet' },
+{ opcmethod => 'brin', opcname => 'inet_minmax_multi_ops',
+ opcfamily => 'brin/network_minmax_multi_ops', opcintype => 'inet',
+ opcdefault => 'f', opckeytype => 'inet', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'inet_bloom_ops',
opcfamily => 'brin/network_bloom_ops', opcintype => 'inet',
opcdefault => 'f', opckeytype => 'inet', opcdefault => 'f' },
@@ -357,36 +387,54 @@
{ opcmethod => 'brin', opcname => 'time_minmax_ops',
opcfamily => 'brin/time_minmax_ops', opcintype => 'time',
opckeytype => 'time' },
+{ opcmethod => 'brin', opcname => 'time_minmax_multi_ops',
+ opcfamily => 'brin/time_minmax_multi_ops', opcintype => 'time',
+ opckeytype => 'time', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'time_bloom_ops',
opcfamily => 'brin/time_bloom_ops', opcintype => 'time',
opckeytype => 'time', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'date_minmax_ops',
opcfamily => 'brin/datetime_minmax_ops', opcintype => 'date',
opckeytype => 'date' },
+{ opcmethod => 'brin', opcname => 'date_minmax_multi_ops',
+ opcfamily => 'brin/datetime_minmax_multi_ops', opcintype => 'date',
+ opckeytype => 'date', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'date_bloom_ops',
opcfamily => 'brin/datetime_bloom_ops', opcintype => 'date',
opckeytype => 'date', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timestamp_minmax_ops',
opcfamily => 'brin/datetime_minmax_ops', opcintype => 'timestamp',
opckeytype => 'timestamp' },
+{ opcmethod => 'brin', opcname => 'timestamp_minmax_multi_ops',
+ opcfamily => 'brin/datetime_minmax_multi_ops', opcintype => 'timestamp',
+ opckeytype => 'timestamp', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timestamp_bloom_ops',
opcfamily => 'brin/datetime_bloom_ops', opcintype => 'timestamp',
opckeytype => 'timestamp', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timestamptz_minmax_ops',
opcfamily => 'brin/datetime_minmax_ops', opcintype => 'timestamptz',
opckeytype => 'timestamptz' },
+{ opcmethod => 'brin', opcname => 'timestamptz_minmax_multi_ops',
+ opcfamily => 'brin/datetime_minmax_multi_ops', opcintype => 'timestamptz',
+ opckeytype => 'timestamptz', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timestamptz_bloom_ops',
opcfamily => 'brin/datetime_bloom_ops', opcintype => 'timestamptz',
opckeytype => 'timestamptz', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'interval_minmax_ops',
opcfamily => 'brin/interval_minmax_ops', opcintype => 'interval',
opckeytype => 'interval' },
+{ opcmethod => 'brin', opcname => 'interval_minmax_multi_ops',
+ opcfamily => 'brin/interval_minmax_multi_ops', opcintype => 'interval',
+ opckeytype => 'interval', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'interval_bloom_ops',
opcfamily => 'brin/interval_bloom_ops', opcintype => 'interval',
opckeytype => 'interval', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timetz_minmax_ops',
opcfamily => 'brin/timetz_minmax_ops', opcintype => 'timetz',
opckeytype => 'timetz' },
+{ opcmethod => 'brin', opcname => 'timetz_minmax_multi_ops',
+ opcfamily => 'brin/timetz_minmax_multi_ops', opcintype => 'timetz',
+ opckeytype => 'timetz', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'timetz_bloom_ops',
opcfamily => 'brin/timetz_bloom_ops', opcintype => 'timetz',
opckeytype => 'timetz', opcdefault => 'f' },
@@ -398,6 +446,9 @@
{ opcmethod => 'brin', opcname => 'numeric_minmax_ops',
opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
opckeytype => 'numeric' },
+{ opcmethod => 'brin', opcname => 'numeric_minmax_multi_ops',
+ opcfamily => 'brin/numeric_minmax_multi_ops', opcintype => 'numeric',
+ opckeytype => 'numeric', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'numeric_bloom_ops',
opcfamily => 'brin/numeric_bloom_ops', opcintype => 'numeric',
opckeytype => 'numeric', opcdefault => 'f' },
@@ -407,6 +458,9 @@
{ opcmethod => 'brin', opcname => 'uuid_minmax_ops',
opcfamily => 'brin/uuid_minmax_ops', opcintype => 'uuid',
opckeytype => 'uuid' },
+{ opcmethod => 'brin', opcname => 'uuid_minmax_multi_ops',
+ opcfamily => 'brin/uuid_minmax_multi_ops', opcintype => 'uuid',
+ opckeytype => 'uuid', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'uuid_bloom_ops',
opcfamily => 'brin/uuid_bloom_ops', opcintype => 'uuid',
opckeytype => 'uuid', opcdefault => 'f' },
@@ -416,6 +470,9 @@
{ opcmethod => 'brin', opcname => 'pg_lsn_minmax_ops',
opcfamily => 'brin/pg_lsn_minmax_ops', opcintype => 'pg_lsn',
opckeytype => 'pg_lsn' },
+{ opcmethod => 'brin', opcname => 'pg_lsn_minmax_multi_ops',
+ opcfamily => 'brin/pg_lsn_minmax_multi_ops', opcintype => 'pg_lsn',
+ opckeytype => 'pg_lsn', opcdefault => 'f' },
{ opcmethod => 'brin', opcname => 'pg_lsn_bloom_ops',
opcfamily => 'brin/pg_lsn_bloom_ops', opcintype => 'pg_lsn',
opckeytype => 'pg_lsn', opcdefault => 'f' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index dea9adaf98..ba9231ac8c 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -182,10 +182,14 @@
opfmethod => 'gin', opfname => 'jsonb_path_ops' },
{ oid => '4054',
opfmethod => 'brin', opfname => 'integer_minmax_ops' },
+{ oid => '9926',
+ opfmethod => 'brin', opfname => 'integer_minmax_multi_ops' },
{ oid => '9901',
opfmethod => 'brin', opfname => 'integer_bloom_ops' },
{ oid => '4055',
opfmethod => 'brin', opfname => 'numeric_minmax_ops' },
+{ oid => '9927',
+ opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
{ oid => '4056',
opfmethod => 'brin', opfname => 'text_minmax_ops' },
{ oid => '9902',
@@ -194,10 +198,14 @@
opfmethod => 'brin', opfname => 'numeric_bloom_ops' },
{ oid => '4058',
opfmethod => 'brin', opfname => 'timetz_minmax_ops' },
+{ oid => '9928',
+ opfmethod => 'brin', opfname => 'timetz_minmax_multi_ops' },
{ oid => '9904',
opfmethod => 'brin', opfname => 'timetz_bloom_ops' },
{ oid => '4059',
opfmethod => 'brin', opfname => 'datetime_minmax_ops' },
+{ oid => '9929',
+ opfmethod => 'brin', opfname => 'datetime_minmax_multi_ops' },
{ oid => '9905',
opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
{ oid => '4062',
@@ -214,26 +222,38 @@
opfmethod => 'brin', opfname => 'name_bloom_ops' },
{ oid => '4068',
opfmethod => 'brin', opfname => 'oid_minmax_ops' },
+{ oid => '9930',
+ opfmethod => 'brin', opfname => 'oid_minmax_multi_ops' },
{ oid => '9909',
opfmethod => 'brin', opfname => 'oid_bloom_ops' },
{ oid => '4069',
opfmethod => 'brin', opfname => 'tid_minmax_ops' },
{ oid => '9910',
opfmethod => 'brin', opfname => 'tid_bloom_ops' },
+{ oid => '9931',
+ opfmethod => 'brin', opfname => 'tid_minmax_multi_ops' },
{ oid => '4070',
opfmethod => 'brin', opfname => 'float_minmax_ops' },
+{ oid => '9932',
+ opfmethod => 'brin', opfname => 'float_minmax_multi_ops' },
{ oid => '9911',
opfmethod => 'brin', opfname => 'float_bloom_ops' },
{ oid => '4074',
opfmethod => 'brin', opfname => 'macaddr_minmax_ops' },
+{ oid => '9933',
+ opfmethod => 'brin', opfname => 'macaddr_minmax_multi_ops' },
{ oid => '9912',
opfmethod => 'brin', opfname => 'macaddr_bloom_ops' },
{ oid => '4109',
opfmethod => 'brin', opfname => 'macaddr8_minmax_ops' },
+{ oid => '9934',
+ opfmethod => 'brin', opfname => 'macaddr8_minmax_multi_ops' },
{ oid => '9913',
opfmethod => 'brin', opfname => 'macaddr8_bloom_ops' },
{ oid => '4075',
opfmethod => 'brin', opfname => 'network_minmax_ops' },
+{ oid => '9935',
+ opfmethod => 'brin', opfname => 'network_minmax_multi_ops' },
{ oid => '4102',
opfmethod => 'brin', opfname => 'network_inclusion_ops' },
{ oid => '9914',
@@ -244,10 +264,14 @@
opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
{ oid => '4077',
opfmethod => 'brin', opfname => 'time_minmax_ops' },
+{ oid => '9936',
+ opfmethod => 'brin', opfname => 'time_minmax_multi_ops' },
{ oid => '9916',
opfmethod => 'brin', opfname => 'time_bloom_ops' },
{ oid => '4078',
opfmethod => 'brin', opfname => 'interval_minmax_ops' },
+{ oid => '9937',
+ opfmethod => 'brin', opfname => 'interval_minmax_multi_ops' },
{ oid => '9917',
opfmethod => 'brin', opfname => 'interval_bloom_ops' },
{ oid => '4079',
@@ -256,12 +280,16 @@
opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
{ oid => '4081',
opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
+{ oid => '9938',
+ opfmethod => 'brin', opfname => 'uuid_minmax_multi_ops' },
{ oid => '9918',
opfmethod => 'brin', opfname => 'uuid_bloom_ops' },
{ oid => '4103',
opfmethod => 'brin', opfname => 'range_inclusion_ops' },
{ oid => '4082',
opfmethod => 'brin', opfname => 'pg_lsn_minmax_ops' },
+{ oid => '9939',
+ opfmethod => 'brin', opfname => 'pg_lsn_minmax_multi_ops' },
{ oid => '9919',
opfmethod => 'brin', opfname => 'pg_lsn_bloom_ops' },
{ oid => '4104',
diff --git a/src/include/catalog/pg_proc.dat b/src/include/catalog/pg_proc.dat
index bc38c2a144..3035b3b543 100644
--- a/src/include/catalog/pg_proc.dat
+++ b/src/include/catalog/pg_proc.dat
@@ -8200,6 +8200,77 @@
proname => 'brin_minmax_union', prorettype => 'bool',
proargtypes => 'internal internal internal', prosrc => 'brin_minmax_union' },
+# BRIN minmax multi
+{ oid => '9940', descr => 'BRIN multi minmax support',
+ proname => 'brin_minmax_multi_opcinfo', prorettype => 'internal',
+ proargtypes => 'internal', prosrc => 'brin_minmax_multi_opcinfo' },
+{ oid => '9941', descr => 'BRIN multi minmax support',
+ proname => 'brin_minmax_multi_add_value', prorettype => 'bool',
+ proargtypes => 'internal internal internal internal',
+ prosrc => 'brin_minmax_multi_add_value' },
+{ oid => '9942', descr => 'BRIN multi minmax support',
+ proname => 'brin_minmax_multi_consistent', prorettype => 'bool',
+ proargtypes => 'internal internal internal int4',
+ prosrc => 'brin_minmax_multi_consistent' },
+{ oid => '9943', descr => 'BRIN multi minmax support',
+ proname => 'brin_minmax_multi_union', prorettype => 'bool',
+ proargtypes => 'internal internal internal', prosrc => 'brin_minmax_multi_union' },
+{ oid => '9944', descr => 'BRIN multi minmax support',
+ proname => 'brin_minmax_multi_options', prorettype => 'void', proisstrict => 'f',
+ proargtypes => 'internal', prosrc => 'brin_minmax_multi_options' },
+
+{ oid => '9945', descr => 'BRIN multi minmax int2 distance',
+ proname => 'brin_minmax_multi_distance_int2', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_int2' },
+{ oid => '9946', descr => 'BRIN multi minmax int4 distance',
+ proname => 'brin_minmax_multi_distance_int4', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_int4' },
+{ oid => '9947', descr => 'BRIN multi minmax int8 distance',
+ proname => 'brin_minmax_multi_distance_int8', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_int8' },
+{ oid => '9948', descr => 'BRIN multi minmax float4 distance',
+ proname => 'brin_minmax_multi_distance_float4', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_float4' },
+{ oid => '9949', descr => 'BRIN multi minmax float8 distance',
+ proname => 'brin_minmax_multi_distance_float8', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_float8' },
+{ oid => '9950', descr => 'BRIN multi minmax numeric distance',
+ proname => 'brin_minmax_multi_distance_numeric', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_numeric' },
+{ oid => '9951', descr => 'BRIN multi minmax tid distance',
+ proname => 'brin_minmax_multi_distance_tid', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_tid' },
+{ oid => '9952', descr => 'BRIN multi minmax uuid distance',
+ proname => 'brin_minmax_multi_distance_uuid', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_uuid' },
+{ oid => '9953', descr => 'BRIN multi minmax date distance',
+ proname => 'brin_minmax_multi_distance_date', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_date' },
+{ oid => '9954', descr => 'BRIN multi minmax time distance',
+ proname => 'brin_minmax_multi_distance_time', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_time' },
+{ oid => '9955', descr => 'BRIN multi minmax interval distance',
+ proname => 'brin_minmax_multi_distance_interval', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_interval' },
+{ oid => '9956', descr => 'BRIN multi minmax timetz distance',
+ proname => 'brin_minmax_multi_distance_timetz', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_timetz' },
+{ oid => '9957', descr => 'BRIN multi minmax pg_lsn distance',
+ proname => 'brin_minmax_multi_distance_pg_lsn', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_pg_lsn' },
+{ oid => '9958', descr => 'BRIN multi minmax macaddr distance',
+ proname => 'brin_minmax_multi_distance_macaddr', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_macaddr' },
+{ oid => '9959', descr => 'BRIN multi minmax macaddr8 distance',
+ proname => 'brin_minmax_multi_distance_macaddr8', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_macaddr8' },
+{ oid => '9960', descr => 'BRIN multi minmax inet distance',
+ proname => 'brin_minmax_multi_distance_inet', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_inet' },
+{ oid => '9961', descr => 'BRIN multi minmax timestamp distance',
+ proname => 'brin_minmax_multi_distance_timestamp', prorettype => 'float8',
+ proargtypes => 'internal internal', prosrc => 'brin_minmax_multi_distance_timestamp' },
+
# BRIN inclusion
{ oid => '4105', descr => 'BRIN inclusion support',
proname => 'brin_inclusion_opcinfo', prorettype => 'internal',
@@ -11424,4 +11495,18 @@
proname => 'brin_bloom_summary_send', provolatile => 's', prorettype => 'bytea',
proargtypes => 'pg_brin_bloom_summary', prosrc => 'brin_bloom_summary_send' },
+{ oid => '9962', descr => 'I/O',
+ proname => 'brin_minmax_multi_summary_in', prorettype => 'pg_brin_minmax_multi_summary',
+ proargtypes => 'cstring', prosrc => 'brin_minmax_multi_summary_in' },
+{ oid => '9963', descr => 'I/O',
+ proname => 'brin_minmax_multi_summary_out', prorettype => 'cstring',
+ proargtypes => 'pg_brin_minmax_multi_summary', prosrc => 'brin_minmax_multi_summary_out' },
+{ oid => '9964', descr => 'I/O',
+ proname => 'brin_minmax_multi_summary_recv', provolatile => 's',
+ prorettype => 'pg_brin_minmax_multi_summary', proargtypes => 'internal',
+ prosrc => 'brin_minmax_multi_summary_recv' },
+{ oid => '9965', descr => 'I/O',
+ proname => 'brin_minmax_multi_summary_send', provolatile => 's', prorettype => 'bytea',
+ proargtypes => 'pg_brin_minmax_multi_summary', prosrc => 'brin_minmax_multi_summary_send' },
+
]
diff --git a/src/include/catalog/pg_type.dat b/src/include/catalog/pg_type.dat
index 74e279cbf9..e809094490 100644
--- a/src/include/catalog/pg_type.dat
+++ b/src/include/catalog/pg_type.dat
@@ -685,4 +685,10 @@
typinput => 'brin_bloom_summary_in', typoutput => 'brin_bloom_summary_out',
typreceive => 'brin_bloom_summary_recv', typsend => 'brin_bloom_summary_send',
typalign => 'i', typstorage => 'x', typcollation => 'default' },
+{ oid => '9966',
+ descr => 'BRIN minmax-multi summary',
+ typname => 'pg_brin_minmax_multi_summary', typlen => '-1', typbyval => 'f', typcategory => 'S',
+ typinput => 'brin_minmax_multi_summary_in', typoutput => 'brin_minmax_multi_summary_out',
+ typreceive => 'brin_minmax_multi_summary_recv', typsend => 'brin_minmax_multi_summary_send',
+ typalign => 'i', typstorage => 'x', typcollation => 'default' },
]
diff --git a/src/test/regress/expected/brin_multi.out b/src/test/regress/expected/brin_multi.out
new file mode 100644
index 0000000000..e13cb59c7e
--- /dev/null
+++ b/src/test/regress/expected/brin_multi.out
@@ -0,0 +1,445 @@
+CREATE TABLE brintest_multi (
+ int8col bigint,
+ int2col smallint,
+ int4col integer,
+ oidcol oid,
+ tidcol tid,
+ float4col real,
+ float8col double precision,
+ macaddrcol macaddr,
+ inetcol inet,
+ cidrcol cidr,
+ datecol date,
+ timecol time without time zone,
+ timestampcol timestamp without time zone,
+ timestamptzcol timestamp with time zone,
+ intervalcol interval,
+ timetzcol time with time zone,
+ numericcol numeric,
+ uuidcol uuid,
+ lsncol pg_lsn
+) WITH (fillfactor=10);
+INSERT INTO brintest_multi SELECT
+ 142857 * tenthous,
+ thousand,
+ twothousand,
+ unique1::oid,
+ format('(%s,%s)', tenthous, twenty)::tid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4/24' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20+02' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 100;
+-- throw in some NULL's and different values
+INSERT INTO brintest_multi (inetcol, cidrcol) SELECT
+ inet 'fe80::6e40:8ff:fea9:8c46' + tenthous,
+ cidr 'fe80::6e40:8ff:fea9:8c46' + tenthous
+FROM tenk1 ORDER BY thousand, tenthous LIMIT 25;
+-- test minmax-multi specific index options
+-- number of values must be >= 16
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops(values_per_range = 7)
+);
+ERROR: value 7 out of bounds for option "values_per_range"
+DETAIL: Valid values are between "8" and "256".
+-- number of values must be <= 256
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops(values_per_range = 257)
+);
+ERROR: value 257 out of bounds for option "values_per_range"
+DETAIL: Valid values are between "8" and "256".
+-- first create an index with a single page range, to force compaction
+-- due to exceeding the number of values per summary
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops,
+ int2col int2_minmax_multi_ops,
+ int4col int4_minmax_multi_ops,
+ oidcol oid_minmax_multi_ops,
+ tidcol tid_minmax_multi_ops,
+ float4col float4_minmax_multi_ops,
+ float8col float8_minmax_multi_ops,
+ macaddrcol macaddr_minmax_multi_ops,
+ inetcol inet_minmax_multi_ops,
+ cidrcol inet_minmax_multi_ops,
+ datecol date_minmax_multi_ops,
+ timecol time_minmax_multi_ops,
+ timestampcol timestamp_minmax_multi_ops,
+ timestamptzcol timestamptz_minmax_multi_ops,
+ intervalcol interval_minmax_multi_ops,
+ timetzcol timetz_minmax_multi_ops,
+ numericcol numeric_minmax_multi_ops,
+ uuidcol uuid_minmax_multi_ops,
+ lsncol pg_lsn_minmax_multi_ops
+);
+DROP INDEX brinidx_multi;
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops,
+ int2col int2_minmax_multi_ops,
+ int4col int4_minmax_multi_ops,
+ oidcol oid_minmax_multi_ops,
+ tidcol tid_minmax_multi_ops,
+ float4col float4_minmax_multi_ops,
+ float8col float8_minmax_multi_ops,
+ macaddrcol macaddr_minmax_multi_ops,
+ inetcol inet_minmax_multi_ops,
+ cidrcol inet_minmax_multi_ops,
+ datecol date_minmax_multi_ops,
+ timecol time_minmax_multi_ops,
+ timestampcol timestamp_minmax_multi_ops,
+ timestamptzcol timestamptz_minmax_multi_ops,
+ intervalcol interval_minmax_multi_ops,
+ timetzcol timetz_minmax_multi_ops,
+ numericcol numeric_minmax_multi_ops,
+ uuidcol uuid_minmax_multi_ops,
+ lsncol pg_lsn_minmax_multi_ops
+) with (pages_per_range = 1);
+CREATE TABLE brinopers_multi (colname name, typ text,
+ op text[], value text[], matches int[],
+ check (cardinality(op) = cardinality(value)),
+ check (cardinality(op) = cardinality(matches)));
+INSERT INTO brinopers_multi VALUES
+ ('int2col', 'int2',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 999, 999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int2col', 'int4',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 999, 1999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int2col', 'int8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 999, 1428427143}',
+ '{100, 100, 1, 100, 100}'),
+ ('int4col', 'int2',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 1999, 1999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int4col', 'int4',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 1999, 1999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int4col', 'int8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 1999, 1428427143}',
+ '{100, 100, 1, 100, 100}'),
+ ('int8col', 'int2',
+ '{>, >=}',
+ '{0, 0}',
+ '{100, 100}'),
+ ('int8col', 'int4',
+ '{>, >=}',
+ '{0, 0}',
+ '{100, 100}'),
+ ('int8col', 'int8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 1257141600, 1428427143, 1428427143}',
+ '{100, 100, 1, 100, 100}'),
+ ('oidcol', 'oid',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 8800, 9999, 9999}',
+ '{100, 100, 1, 100, 100}'),
+ ('tidcol', 'tid',
+ '{>, >=, =, <=, <}',
+ '{"(0,0)", "(0,0)", "(8800,0)", "(9999,19)", "(9999,19)"}',
+ '{100, 100, 1, 100, 100}'),
+ ('float4col', 'float4',
+ '{>, >=, =, <=, <}',
+ '{0.0103093, 0.0103093, 1, 1, 1}',
+ '{100, 100, 4, 100, 96}'),
+ ('float4col', 'float8',
+ '{>, >=, =, <=, <}',
+ '{0.0103093, 0.0103093, 1, 1, 1}',
+ '{100, 100, 4, 100, 96}'),
+ ('float8col', 'float4',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 0, 1.98, 1.98}',
+ '{99, 100, 1, 100, 100}'),
+ ('float8col', 'float8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 0, 1.98, 1.98}',
+ '{99, 100, 1, 100, 100}'),
+ ('macaddrcol', 'macaddr',
+ '{>, >=, =, <=, <}',
+ '{00:00:01:00:00:00, 00:00:01:00:00:00, 2c:00:2d:00:16:00, ff:fe:00:00:00:00, ff:fe:00:00:00:00}',
+ '{99, 100, 2, 100, 100}'),
+ ('inetcol', 'inet',
+ '{=, <, <=, >, >=}',
+ '{10.2.14.231/24, 255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{1, 100, 100, 125, 125}'),
+ ('inetcol', 'cidr',
+ '{<, <=, >, >=}',
+ '{255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{100, 100, 125, 125}'),
+ ('cidrcol', 'inet',
+ '{=, <, <=, >, >=}',
+ '{10.2.14/24, 255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{2, 100, 100, 125, 125}'),
+ ('cidrcol', 'cidr',
+ '{=, <, <=, >, >=}',
+ '{10.2.14/24, 255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{2, 100, 100, 125, 125}'),
+ ('datecol', 'date',
+ '{>, >=, =, <=, <}',
+ '{1995-08-15, 1995-08-15, 2009-12-01, 2022-12-30, 2022-12-30}',
+ '{100, 100, 1, 100, 100}'),
+ ('timecol', 'time',
+ '{>, >=, =, <=, <}',
+ '{01:20:30, 01:20:30, 02:28:57, 06:28:31.5, 06:28:31.5}',
+ '{100, 100, 1, 100, 100}'),
+ ('timestampcol', 'timestamp',
+ '{>, >=, =, <=, <}',
+ '{1942-07-23 03:05:09, 1942-07-23 03:05:09, 1964-03-24 19:26:45, 1984-01-20 22:42:21, 1984-01-20 22:42:21}',
+ '{100, 100, 1, 100, 100}'),
+ ('timestampcol', 'timestamptz',
+ '{>, >=, =, <=, <}',
+ '{1942-07-23 03:05:09, 1942-07-23 03:05:09, 1964-03-24 19:26:45, 1984-01-20 22:42:21, 1984-01-20 22:42:21}',
+ '{100, 100, 1, 100, 100}'),
+ ('timestamptzcol', 'timestamptz',
+ '{>, >=, =, <=, <}',
+ '{1972-10-10 03:00:00-04, 1972-10-10 03:00:00-04, 1972-10-19 09:00:00-07, 1972-11-20 19:00:00-03, 1972-11-20 19:00:00-03}',
+ '{100, 100, 1, 100, 100}'),
+ ('intervalcol', 'interval',
+ '{>, >=, =, <=, <}',
+ '{00:00:00, 00:00:00, 1 mons 13 days 12:24, 2 mons 23 days 07:48:00, 1 year}',
+ '{100, 100, 1, 100, 100}'),
+ ('timetzcol', 'timetz',
+ '{>, >=, =, <=, <}',
+ '{01:30:20+02, 01:30:20+02, 01:35:50+02, 23:55:05+02, 23:55:05+02}',
+ '{99, 100, 2, 100, 100}'),
+ ('numericcol', 'numeric',
+ '{>, >=, =, <=, <}',
+ '{0.00, 0.01, 2268164.347826086956521739130434782609, 99470151.9, 99470151.9}',
+ '{100, 100, 1, 100, 100}'),
+ ('uuidcol', 'uuid',
+ '{>, >=, =, <=, <}',
+ '{00040004-0004-0004-0004-000400040004, 00040004-0004-0004-0004-000400040004, 52225222-5222-5222-5222-522252225222, 99989998-9998-9998-9998-999899989998, 99989998-9998-9998-9998-999899989998}',
+ '{100, 100, 1, 100, 100}'),
+ ('lsncol', 'pg_lsn',
+ '{>, >=, =, <=, <, IS, IS NOT}',
+ '{0/1200, 0/1200, 44/455222, 198/1999799, 198/1999799, NULL, NULL}',
+ '{100, 100, 1, 100, 100, 25, 100}');
+DO $x$
+DECLARE
+ r record;
+ r2 record;
+ cond text;
+ idx_ctids tid[];
+ ss_ctids tid[];
+ count int;
+ plan_ok bool;
+ plan_line text;
+BEGIN
+ FOR r IN SELECT colname, oper, typ, value[ordinality], matches[ordinality] FROM brinopers_multi, unnest(op) WITH ORDINALITY AS oper LOOP
+
+ -- prepare the condition
+ IF r.value IS NULL THEN
+ cond := format('%I %s %L', r.colname, r.oper, r.value);
+ ELSE
+ cond := format('%I %s %L::%s', r.colname, r.oper, r.value, r.typ);
+ END IF;
+
+ -- run the query using the brin index
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Bitmap Heap Scan on brintest_multi%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get bitmap indexscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond)
+ INTO idx_ctids;
+
+ -- run the query using a seqscan
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Seq Scan on brintest_multi%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get seqscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond)
+ INTO ss_ctids;
+
+ -- make sure both return the same results
+ count := array_length(idx_ctids, 1);
+
+ IF NOT (count = array_length(ss_ctids, 1) AND
+ idx_ctids @> ss_ctids AND
+ idx_ctids <@ ss_ctids) THEN
+ -- report the results of each scan to make the differences obvious
+ RAISE WARNING 'something not right in %: count %', r, count;
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_multi WHERE ' || cond LOOP
+ RAISE NOTICE 'seqscan: %', r2;
+ END LOOP;
+
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_multi WHERE ' || cond LOOP
+ RAISE NOTICE 'bitmapscan: %', r2;
+ END LOOP;
+ END IF;
+
+ -- make sure we found expected number of matches
+ IF count != r.matches THEN RAISE WARNING 'unexpected number of results % for %', count, r; END IF;
+ END LOOP;
+END;
+$x$;
+RESET enable_seqscan;
+RESET enable_bitmapscan;
+INSERT INTO brintest_multi SELECT
+ 142857 * tenthous,
+ thousand,
+ twothousand,
+ unique1::oid,
+ format('(%s,%s)', tenthous, twenty)::tid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 5 OFFSET 5;
+SELECT brin_desummarize_range('brinidx_multi', 0);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+VACUUM brintest_multi; -- force a summarization cycle in brinidx
+UPDATE brintest_multi SET int8col = int8col * int4col;
+-- Tests for brin_summarize_new_values
+SELECT brin_summarize_new_values('brintest_multi'); -- error, not an index
+ERROR: "brintest_multi" is not an index
+SELECT brin_summarize_new_values('tenk1_unique1'); -- error, not a BRIN index
+ERROR: "tenk1_unique1" is not a BRIN index
+SELECT brin_summarize_new_values('brinidx_multi'); -- ok, no change expected
+ brin_summarize_new_values
+---------------------------
+ 0
+(1 row)
+
+-- Tests for brin_desummarize_range
+SELECT brin_desummarize_range('brinidx_multi', -1); -- error, invalid range
+ERROR: block number out of range: -1
+SELECT brin_desummarize_range('brinidx_multi', 0);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+SELECT brin_desummarize_range('brinidx_multi', 0);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+SELECT brin_desummarize_range('brinidx_multi', 100000000);
+ brin_desummarize_range
+------------------------
+
+(1 row)
+
+-- Test brin_summarize_range
+CREATE TABLE brin_summarize_multi (
+ value int
+) WITH (fillfactor=10, autovacuum_enabled=false);
+CREATE INDEX brin_summarize_multi_idx ON brin_summarize_multi USING brin (value) WITH (pages_per_range=2);
+-- Fill a few pages
+DO $$
+DECLARE curtid tid;
+BEGIN
+ LOOP
+ INSERT INTO brin_summarize_multi VALUES (1) RETURNING ctid INTO curtid;
+ EXIT WHEN curtid > tid '(2, 0)';
+ END LOOP;
+END;
+$$;
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_multi_idx', 0);
+ brin_summarize_range
+----------------------
+ 0
+(1 row)
+
+-- nothing: already summarized
+SELECT brin_summarize_range('brin_summarize_multi_idx', 1);
+ brin_summarize_range
+----------------------
+ 0
+(1 row)
+
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_multi_idx', 2);
+ brin_summarize_range
+----------------------
+ 1
+(1 row)
+
+-- nothing: page doesn't exist in table
+SELECT brin_summarize_range('brin_summarize_multi_idx', 4294967295);
+ brin_summarize_range
+----------------------
+ 0
+(1 row)
+
+-- invalid block number values
+SELECT brin_summarize_range('brin_summarize_multi_idx', -1);
+ERROR: block number out of range: -1
+SELECT brin_summarize_range('brin_summarize_multi_idx', 4294967296);
+ERROR: block number out of range: 4294967296
+-- test brin cost estimates behave sanely based on correlation of values
+CREATE TABLE brin_test_multi (a INT, b INT);
+INSERT INTO brin_test_multi SELECT x/100,x%100 FROM generate_series(1,10000) x(x);
+CREATE INDEX brin_test_multi_a_idx ON brin_test_multi USING brin (a) WITH (pages_per_range = 2);
+CREATE INDEX brin_test_multi_b_idx ON brin_test_multi USING brin (b) WITH (pages_per_range = 2);
+VACUUM ANALYZE brin_test_multi;
+-- Ensure brin index is used when columns are perfectly correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_multi WHERE a = 1;
+ QUERY PLAN
+--------------------------------------------------
+ Bitmap Heap Scan on brin_test_multi
+ Recheck Cond: (a = 1)
+ -> Bitmap Index Scan on brin_test_multi_a_idx
+ Index Cond: (a = 1)
+(4 rows)
+
+-- Ensure brin index is not used when values are not correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_multi WHERE b = 1;
+ QUERY PLAN
+-----------------------------
+ Seq Scan on brin_test_multi
+ Filter: (b = 1)
+(2 rows)
+
diff --git a/src/test/regress/expected/psql.out b/src/test/regress/expected/psql.out
index a7a5b22d4f..76050af797 100644
--- a/src/test/regress/expected/psql.out
+++ b/src/test/regress/expected/psql.out
@@ -4990,12 +4990,13 @@ List of access methods
(0 rows)
\dAc brin pg*.oid*
- List of operator classes
- AM | Input type | Storage type | Operator class | Default?
-------+------------+--------------+----------------+----------
- brin | oid | | oid_bloom_ops | no
- brin | oid | | oid_minmax_ops | yes
-(2 rows)
+ List of operator classes
+ AM | Input type | Storage type | Operator class | Default?
+------+------------+--------------+----------------------+----------
+ brin | oid | | oid_bloom_ops | no
+ brin | oid | | oid_minmax_multi_ops | no
+ brin | oid | | oid_minmax_ops | yes
+(3 rows)
\dAf spgist
List of operator families
diff --git a/src/test/regress/expected/type_sanity.out b/src/test/regress/expected/type_sanity.out
index e568b9fea2..0541c12a25 100644
--- a/src/test/regress/expected/type_sanity.out
+++ b/src/test/regress/expected/type_sanity.out
@@ -67,14 +67,15 @@ WHERE p1.typtype not in ('p') AND p1.typname NOT LIKE E'\\_%'
WHERE p2.typname = ('_' || p1.typname)::name AND
p2.typelem = p1.oid and p1.typarray = p2.oid)
ORDER BY p1.oid;
- oid | typname
-------+-----------------------
+ oid | typname
+------+------------------------------
194 | pg_node_tree
3361 | pg_ndistinct
3402 | pg_dependencies
5017 | pg_mcv_list
9925 | pg_brin_bloom_summary
-(5 rows)
+ 9966 | pg_brin_minmax_multi_summary
+(6 rows)
-- Make sure typarray points to a "true" array type of our own base
SELECT p1.oid, p1.typname as basetype, p2.typname as arraytype,
diff --git a/src/test/regress/parallel_schedule b/src/test/regress/parallel_schedule
index ecd0806718..d34fc7ef88 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
# ----------
# Additional BRIN tests
# ----------
-test: brin_bloom
+test: brin_bloom brin_multi
# ----------
# Another group of parallel tests
diff --git a/src/test/regress/serial_schedule b/src/test/regress/serial_schedule
index c0d7fa76f1..91834a984e 100644
--- a/src/test/regress/serial_schedule
+++ b/src/test/regress/serial_schedule
@@ -109,6 +109,7 @@ test: namespace
test: prepared_xacts
test: brin
test: brin_bloom
+test: brin_multi
test: gin
test: gist
test: spgist
diff --git a/src/test/regress/sql/brin_multi.sql b/src/test/regress/sql/brin_multi.sql
new file mode 100644
index 0000000000..6d61fb84c6
--- /dev/null
+++ b/src/test/regress/sql/brin_multi.sql
@@ -0,0 +1,397 @@
+CREATE TABLE brintest_multi (
+ int8col bigint,
+ int2col smallint,
+ int4col integer,
+ oidcol oid,
+ tidcol tid,
+ float4col real,
+ float8col double precision,
+ macaddrcol macaddr,
+ inetcol inet,
+ cidrcol cidr,
+ datecol date,
+ timecol time without time zone,
+ timestampcol timestamp without time zone,
+ timestamptzcol timestamp with time zone,
+ intervalcol interval,
+ timetzcol time with time zone,
+ numericcol numeric,
+ uuidcol uuid,
+ lsncol pg_lsn
+) WITH (fillfactor=10);
+
+INSERT INTO brintest_multi SELECT
+ 142857 * tenthous,
+ thousand,
+ twothousand,
+ unique1::oid,
+ format('(%s,%s)', tenthous, twenty)::tid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4/24' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20+02' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 100;
+
+-- throw in some NULL's and different values
+INSERT INTO brintest_multi (inetcol, cidrcol) SELECT
+ inet 'fe80::6e40:8ff:fea9:8c46' + tenthous,
+ cidr 'fe80::6e40:8ff:fea9:8c46' + tenthous
+FROM tenk1 ORDER BY thousand, tenthous LIMIT 25;
+
+-- test minmax-multi specific index options
+-- number of values must be >= 16
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops(values_per_range = 7)
+);
+-- number of values must be <= 256
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops(values_per_range = 257)
+);
+
+-- first create an index with a single page range, to force compaction
+-- due to exceeding the number of values per summary
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops,
+ int2col int2_minmax_multi_ops,
+ int4col int4_minmax_multi_ops,
+ oidcol oid_minmax_multi_ops,
+ tidcol tid_minmax_multi_ops,
+ float4col float4_minmax_multi_ops,
+ float8col float8_minmax_multi_ops,
+ macaddrcol macaddr_minmax_multi_ops,
+ inetcol inet_minmax_multi_ops,
+ cidrcol inet_minmax_multi_ops,
+ datecol date_minmax_multi_ops,
+ timecol time_minmax_multi_ops,
+ timestampcol timestamp_minmax_multi_ops,
+ timestamptzcol timestamptz_minmax_multi_ops,
+ intervalcol interval_minmax_multi_ops,
+ timetzcol timetz_minmax_multi_ops,
+ numericcol numeric_minmax_multi_ops,
+ uuidcol uuid_minmax_multi_ops,
+ lsncol pg_lsn_minmax_multi_ops
+);
+
+DROP INDEX brinidx_multi;
+
+CREATE INDEX brinidx_multi ON brintest_multi USING brin (
+ int8col int8_minmax_multi_ops,
+ int2col int2_minmax_multi_ops,
+ int4col int4_minmax_multi_ops,
+ oidcol oid_minmax_multi_ops,
+ tidcol tid_minmax_multi_ops,
+ float4col float4_minmax_multi_ops,
+ float8col float8_minmax_multi_ops,
+ macaddrcol macaddr_minmax_multi_ops,
+ inetcol inet_minmax_multi_ops,
+ cidrcol inet_minmax_multi_ops,
+ datecol date_minmax_multi_ops,
+ timecol time_minmax_multi_ops,
+ timestampcol timestamp_minmax_multi_ops,
+ timestamptzcol timestamptz_minmax_multi_ops,
+ intervalcol interval_minmax_multi_ops,
+ timetzcol timetz_minmax_multi_ops,
+ numericcol numeric_minmax_multi_ops,
+ uuidcol uuid_minmax_multi_ops,
+ lsncol pg_lsn_minmax_multi_ops
+) with (pages_per_range = 1);
+
+CREATE TABLE brinopers_multi (colname name, typ text,
+ op text[], value text[], matches int[],
+ check (cardinality(op) = cardinality(value)),
+ check (cardinality(op) = cardinality(matches)));
+
+INSERT INTO brinopers_multi VALUES
+ ('int2col', 'int2',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 999, 999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int2col', 'int4',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 999, 1999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int2col', 'int8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 999, 1428427143}',
+ '{100, 100, 1, 100, 100}'),
+ ('int4col', 'int2',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 1999, 1999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int4col', 'int4',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 1999, 1999}',
+ '{100, 100, 1, 100, 100}'),
+ ('int4col', 'int8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 800, 1999, 1428427143}',
+ '{100, 100, 1, 100, 100}'),
+ ('int8col', 'int2',
+ '{>, >=}',
+ '{0, 0}',
+ '{100, 100}'),
+ ('int8col', 'int4',
+ '{>, >=}',
+ '{0, 0}',
+ '{100, 100}'),
+ ('int8col', 'int8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 1257141600, 1428427143, 1428427143}',
+ '{100, 100, 1, 100, 100}'),
+ ('oidcol', 'oid',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 8800, 9999, 9999}',
+ '{100, 100, 1, 100, 100}'),
+ ('tidcol', 'tid',
+ '{>, >=, =, <=, <}',
+ '{"(0,0)", "(0,0)", "(8800,0)", "(9999,19)", "(9999,19)"}',
+ '{100, 100, 1, 100, 100}'),
+ ('float4col', 'float4',
+ '{>, >=, =, <=, <}',
+ '{0.0103093, 0.0103093, 1, 1, 1}',
+ '{100, 100, 4, 100, 96}'),
+ ('float4col', 'float8',
+ '{>, >=, =, <=, <}',
+ '{0.0103093, 0.0103093, 1, 1, 1}',
+ '{100, 100, 4, 100, 96}'),
+ ('float8col', 'float4',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 0, 1.98, 1.98}',
+ '{99, 100, 1, 100, 100}'),
+ ('float8col', 'float8',
+ '{>, >=, =, <=, <}',
+ '{0, 0, 0, 1.98, 1.98}',
+ '{99, 100, 1, 100, 100}'),
+ ('macaddrcol', 'macaddr',
+ '{>, >=, =, <=, <}',
+ '{00:00:01:00:00:00, 00:00:01:00:00:00, 2c:00:2d:00:16:00, ff:fe:00:00:00:00, ff:fe:00:00:00:00}',
+ '{99, 100, 2, 100, 100}'),
+ ('inetcol', 'inet',
+ '{=, <, <=, >, >=}',
+ '{10.2.14.231/24, 255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{1, 100, 100, 125, 125}'),
+ ('inetcol', 'cidr',
+ '{<, <=, >, >=}',
+ '{255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{100, 100, 125, 125}'),
+ ('cidrcol', 'inet',
+ '{=, <, <=, >, >=}',
+ '{10.2.14/24, 255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{2, 100, 100, 125, 125}'),
+ ('cidrcol', 'cidr',
+ '{=, <, <=, >, >=}',
+ '{10.2.14/24, 255.255.255.255, 255.255.255.255, 0.0.0.0, 0.0.0.0}',
+ '{2, 100, 100, 125, 125}'),
+ ('datecol', 'date',
+ '{>, >=, =, <=, <}',
+ '{1995-08-15, 1995-08-15, 2009-12-01, 2022-12-30, 2022-12-30}',
+ '{100, 100, 1, 100, 100}'),
+ ('timecol', 'time',
+ '{>, >=, =, <=, <}',
+ '{01:20:30, 01:20:30, 02:28:57, 06:28:31.5, 06:28:31.5}',
+ '{100, 100, 1, 100, 100}'),
+ ('timestampcol', 'timestamp',
+ '{>, >=, =, <=, <}',
+ '{1942-07-23 03:05:09, 1942-07-23 03:05:09, 1964-03-24 19:26:45, 1984-01-20 22:42:21, 1984-01-20 22:42:21}',
+ '{100, 100, 1, 100, 100}'),
+ ('timestampcol', 'timestamptz',
+ '{>, >=, =, <=, <}',
+ '{1942-07-23 03:05:09, 1942-07-23 03:05:09, 1964-03-24 19:26:45, 1984-01-20 22:42:21, 1984-01-20 22:42:21}',
+ '{100, 100, 1, 100, 100}'),
+ ('timestamptzcol', 'timestamptz',
+ '{>, >=, =, <=, <}',
+ '{1972-10-10 03:00:00-04, 1972-10-10 03:00:00-04, 1972-10-19 09:00:00-07, 1972-11-20 19:00:00-03, 1972-11-20 19:00:00-03}',
+ '{100, 100, 1, 100, 100}'),
+ ('intervalcol', 'interval',
+ '{>, >=, =, <=, <}',
+ '{00:00:00, 00:00:00, 1 mons 13 days 12:24, 2 mons 23 days 07:48:00, 1 year}',
+ '{100, 100, 1, 100, 100}'),
+ ('timetzcol', 'timetz',
+ '{>, >=, =, <=, <}',
+ '{01:30:20+02, 01:30:20+02, 01:35:50+02, 23:55:05+02, 23:55:05+02}',
+ '{99, 100, 2, 100, 100}'),
+ ('numericcol', 'numeric',
+ '{>, >=, =, <=, <}',
+ '{0.00, 0.01, 2268164.347826086956521739130434782609, 99470151.9, 99470151.9}',
+ '{100, 100, 1, 100, 100}'),
+ ('uuidcol', 'uuid',
+ '{>, >=, =, <=, <}',
+ '{00040004-0004-0004-0004-000400040004, 00040004-0004-0004-0004-000400040004, 52225222-5222-5222-5222-522252225222, 99989998-9998-9998-9998-999899989998, 99989998-9998-9998-9998-999899989998}',
+ '{100, 100, 1, 100, 100}'),
+ ('lsncol', 'pg_lsn',
+ '{>, >=, =, <=, <, IS, IS NOT}',
+ '{0/1200, 0/1200, 44/455222, 198/1999799, 198/1999799, NULL, NULL}',
+ '{100, 100, 1, 100, 100, 25, 100}');
+
+DO $x$
+DECLARE
+ r record;
+ r2 record;
+ cond text;
+ idx_ctids tid[];
+ ss_ctids tid[];
+ count int;
+ plan_ok bool;
+ plan_line text;
+BEGIN
+ FOR r IN SELECT colname, oper, typ, value[ordinality], matches[ordinality] FROM brinopers_multi, unnest(op) WITH ORDINALITY AS oper LOOP
+
+ -- prepare the condition
+ IF r.value IS NULL THEN
+ cond := format('%I %s %L', r.colname, r.oper, r.value);
+ ELSE
+ cond := format('%I %s %L::%s', r.colname, r.oper, r.value, r.typ);
+ END IF;
+
+ -- run the query using the brin index
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Bitmap Heap Scan on brintest_multi%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get bitmap indexscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond)
+ INTO idx_ctids;
+
+ -- run the query using a seqscan
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+
+ plan_ok := false;
+ FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond) LOOP
+ IF plan_line LIKE '%Seq Scan on brintest_multi%' THEN
+ plan_ok := true;
+ END IF;
+ END LOOP;
+ IF NOT plan_ok THEN
+ RAISE WARNING 'did not get seqscan plan for %', r;
+ END IF;
+
+ EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_multi WHERE %s $y$, cond)
+ INTO ss_ctids;
+
+ -- make sure both return the same results
+ count := array_length(idx_ctids, 1);
+
+ IF NOT (count = array_length(ss_ctids, 1) AND
+ idx_ctids @> ss_ctids AND
+ idx_ctids <@ ss_ctids) THEN
+ -- report the results of each scan to make the differences obvious
+ RAISE WARNING 'something not right in %: count %', r, count;
+ SET enable_seqscan = 1;
+ SET enable_bitmapscan = 0;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_multi WHERE ' || cond LOOP
+ RAISE NOTICE 'seqscan: %', r2;
+ END LOOP;
+
+ SET enable_seqscan = 0;
+ SET enable_bitmapscan = 1;
+ FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_multi WHERE ' || cond LOOP
+ RAISE NOTICE 'bitmapscan: %', r2;
+ END LOOP;
+ END IF;
+
+ -- make sure we found expected number of matches
+ IF count != r.matches THEN RAISE WARNING 'unexpected number of results % for %', count, r; END IF;
+ END LOOP;
+END;
+$x$;
+
+RESET enable_seqscan;
+RESET enable_bitmapscan;
+
+INSERT INTO brintest_multi SELECT
+ 142857 * tenthous,
+ thousand,
+ twothousand,
+ unique1::oid,
+ format('(%s,%s)', tenthous, twenty)::tid,
+ (four + 1.0)/(hundred+1),
+ odd::float8 / (tenthous + 1),
+ format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+ inet '10.2.3.4' + tenthous,
+ cidr '10.2.3/24' + tenthous,
+ date '1995-08-15' + tenthous,
+ time '01:20:30' + thousand * interval '18.5 second',
+ timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+ timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+ justify_days(justify_hours(tenthous * interval '12 minutes')),
+ timetz '01:30:20' + hundred * interval '15 seconds',
+ tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+ format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+ format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 5 OFFSET 5;
+
+SELECT brin_desummarize_range('brinidx_multi', 0);
+VACUUM brintest_multi; -- force a summarization cycle in brinidx
+
+UPDATE brintest_multi SET int8col = int8col * int4col;
+
+-- Tests for brin_summarize_new_values
+SELECT brin_summarize_new_values('brintest_multi'); -- error, not an index
+SELECT brin_summarize_new_values('tenk1_unique1'); -- error, not a BRIN index
+SELECT brin_summarize_new_values('brinidx_multi'); -- ok, no change expected
+
+-- Tests for brin_desummarize_range
+SELECT brin_desummarize_range('brinidx_multi', -1); -- error, invalid range
+SELECT brin_desummarize_range('brinidx_multi', 0);
+SELECT brin_desummarize_range('brinidx_multi', 0);
+SELECT brin_desummarize_range('brinidx_multi', 100000000);
+
+-- Test brin_summarize_range
+CREATE TABLE brin_summarize_multi (
+ value int
+) WITH (fillfactor=10, autovacuum_enabled=false);
+CREATE INDEX brin_summarize_multi_idx ON brin_summarize_multi USING brin (value) WITH (pages_per_range=2);
+-- Fill a few pages
+DO $$
+DECLARE curtid tid;
+BEGIN
+ LOOP
+ INSERT INTO brin_summarize_multi VALUES (1) RETURNING ctid INTO curtid;
+ EXIT WHEN curtid > tid '(2, 0)';
+ END LOOP;
+END;
+$$;
+
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_multi_idx', 0);
+-- nothing: already summarized
+SELECT brin_summarize_range('brin_summarize_multi_idx', 1);
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_multi_idx', 2);
+-- nothing: page doesn't exist in table
+SELECT brin_summarize_range('brin_summarize_multi_idx', 4294967295);
+-- invalid block number values
+SELECT brin_summarize_range('brin_summarize_multi_idx', -1);
+SELECT brin_summarize_range('brin_summarize_multi_idx', 4294967296);
+
+
+-- test brin cost estimates behave sanely based on correlation of values
+CREATE TABLE brin_test_multi (a INT, b INT);
+INSERT INTO brin_test_multi SELECT x/100,x%100 FROM generate_series(1,10000) x(x);
+CREATE INDEX brin_test_multi_a_idx ON brin_test_multi USING brin (a) WITH (pages_per_range = 2);
+CREATE INDEX brin_test_multi_b_idx ON brin_test_multi USING brin (b) WITH (pages_per_range = 2);
+VACUUM ANALYZE brin_test_multi;
+
+-- Ensure brin index is used when columns are perfectly correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_multi WHERE a = 1;
+-- Ensure brin index is not used when values are not correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_multi WHERE b = 1;
--
2.26.2
[text/x-patch] 0008-Ignore-correlation-for-new-BRIN-opclasses-20210305.patch (4.2K, ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/9-0008-Ignore-correlation-for-new-BRIN-opclasses-20210305.patch)
download | inline diff:
From b4d19a0f5a4425a96aa2728e3fbeac3f52da0de1 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas.vondra@postgresql.org>
Date: Sat, 12 Sep 2020 15:07:59 +0200
Subject: [PATCH 8/8] Ignore correlation for new BRIN opclasses
The new BRIN opclasses (bloom and minmax-multi) are less sensitive to
poorly correlated data, so just assume the data is perfectly correlated
during costing.
Author: Tomas Vondra <tomas.vondra@2ndquadrant.com>
Discussion: https://postgr.es/m/c1138ead-7668-f0e1-0638-c3be3237e812@2ndquadrant.com
---
src/backend/access/brin/brin_bloom.c | 1 +
src/backend/access/brin/brin_minmax_multi.c | 1 +
src/backend/utils/adt/selfuncs.c | 19 ++++++++++++++++++-
src/include/access/brin_internal.h | 3 +++
4 files changed, 23 insertions(+), 1 deletion(-)
diff --git a/src/backend/access/brin/brin_bloom.c b/src/backend/access/brin/brin_bloom.c
index 4494484b3b..46ffc068be 100644
--- a/src/backend/access/brin/brin_bloom.c
+++ b/src/backend/access/brin/brin_bloom.c
@@ -412,6 +412,7 @@ brin_bloom_opcinfo(PG_FUNCTION_ARGS)
result = palloc0(MAXALIGN(SizeofBrinOpcInfo(1)) +
sizeof(BloomOpaque));
+ result->oi_ignore_correlation = true;
result->oi_nstored = 1;
result->oi_regular_nulls = true;
result->oi_opaque = (BloomOpaque *)
diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index c90c721cac..a6f79311e2 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1737,6 +1737,7 @@ brin_minmax_multi_opcinfo(PG_FUNCTION_ARGS)
result = palloc0(MAXALIGN(SizeofBrinOpcInfo(1)) +
sizeof(MinmaxMultiOpaque));
+ result->oi_ignore_correlation = true;
result->oi_nstored = 1;
result->oi_regular_nulls = true;
result->oi_opaque = (MinmaxMultiOpaque *)
diff --git a/src/backend/utils/adt/selfuncs.c b/src/backend/utils/adt/selfuncs.c
index 52314d3aa1..0320d128f6 100644
--- a/src/backend/utils/adt/selfuncs.c
+++ b/src/backend/utils/adt/selfuncs.c
@@ -98,6 +98,7 @@
#include <math.h>
#include "access/brin.h"
+#include "access/brin_internal.h"
#include "access/brin_page.h"
#include "access/gin.h"
#include "access/table.h"
@@ -7352,7 +7353,8 @@ brincostestimate(PlannerInfo *root, IndexPath *path, double loop_count,
double minimalRanges;
double estimatedRanges;
double selec;
- Relation indexRel;
+ Relation indexRel = NULL;
+ TupleDesc tupdesc = NULL;
ListCell *l;
VariableStatData vardata;
@@ -7374,6 +7376,7 @@ brincostestimate(PlannerInfo *root, IndexPath *path, double loop_count,
*/
indexRel = index_open(index->indexoid, NoLock);
brinGetStats(indexRel, &statsData);
+ tupdesc = RelationGetDescr(indexRel);
index_close(indexRel, NoLock);
/* work out the actual number of ranges in the index */
@@ -7407,6 +7410,17 @@ brincostestimate(PlannerInfo *root, IndexPath *path, double loop_count,
{
IndexClause *iclause = lfirst_node(IndexClause, l);
AttrNumber attnum = index->indexkeys[iclause->indexcol];
+ FmgrInfo *opcInfoFn;
+ BrinOpcInfo *opcInfo;
+ Form_pg_attribute attr = TupleDescAttr(tupdesc, iclause->indexcol);
+ bool ignore_correlation;
+
+ opcInfoFn = index_getprocinfo(indexRel, iclause->indexcol + 1, BRIN_PROCNUM_OPCINFO);
+
+ opcInfo = (BrinOpcInfo *)
+ DatumGetPointer(FunctionCall1(opcInfoFn, attr->atttypid));
+
+ ignore_correlation = opcInfo->oi_ignore_correlation;
/* attempt to lookup stats in relation for this index column */
if (attnum != 0)
@@ -7477,6 +7491,9 @@ brincostestimate(PlannerInfo *root, IndexPath *path, double loop_count,
if (sslot.nnumbers > 0)
varCorrelation = Abs(sslot.numbers[0]);
+ if (ignore_correlation)
+ varCorrelation = 1.0;
+
if (varCorrelation > *indexCorrelation)
*indexCorrelation = varCorrelation;
diff --git a/src/include/access/brin_internal.h b/src/include/access/brin_internal.h
index fdaff42722..5fbf8cf9c7 100644
--- a/src/include/access/brin_internal.h
+++ b/src/include/access/brin_internal.h
@@ -30,6 +30,9 @@ typedef struct BrinOpcInfo
/* Regular processing of NULLs in BrinValues? */
bool oi_regular_nulls;
+ /* Ignore correlation during cost estimation */
+ bool oi_ignore_correlation;
+
/* Opaque pointer for the opclass' private use */
void *oi_opaque;
--
2.26.2
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Permalink: ../cf8fca26-0fdd-ac74-5dac-66a2ccb59f56@enterprisedb.com/
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Cc: tomas.vondra@enterprisedb.com, alvherre@alvh.no-ip.org, john.naylor@enterprisedb.com, pgsql-hackers@lists.postgresql.org
Subject: Re: WIP: BRIN multi-range indexes
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