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[PATCH 8/9] Define multi-minmax oclasses for types without distance
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* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------4B194FF8F3EA3786FF9EAE1F
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 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
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 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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Content-Disposition: attachment;
 filename*0="0007-Remove-the-special-batch-mode-use-a-larger--20210211.pa";
 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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Content-Type: text/x-patch; charset=UTF-8;
 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------0E72B707603BED22B4040825
Content-Type: text/x-patch; charset=UTF-8;
 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0007-Remove-the-special-batch-mode-use-a-larger--20210211.pa";
 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index fd85c18d83..c77c207e94 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------22A4B241170149838D4D1F8F
Content-Type: text/x-patch; charset=UTF-8;
 name="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0009-Ignore-correlation-for-new-BRIN-opclasses-20210215.patc";
 filename*1="h"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 90d17e5008..02aa618b49 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 762ac3acef..4ab4aff073 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2210,6 +2261,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2592,6 +2660,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3061,6 +3146,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3078,6 +3180,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


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^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* [PATCH 8/9] Define multi-minmax oclasses for types without distance
@ 2021-02-03 18:12  Tomas Vondra <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Tomas Vondra @ 2021-02-03 18:12 UTC (permalink / raw)

The existing multi-minmax opclasses rely on "distance" function when
deciding how to build the ranges, covering all the values. In principle,
those opclasses try to minimize the lengths of ranges, i.e. maximize the
lengths of "gaps" between them.

For some data types it's hard to construct a distance function - types
like "text" or "name" generally serve as labels, and may have ordering
only. So this uses a different approach, based on the observation that
it's the outliers that "break" BRIN minmax indexes, i.e. the lowest and
highest values. So simply sort the values, keep the (K-2) extreme values
on either tail, and build a single range representing the values in the
middle. Of course, the question is whether this is actually useful, but
that's hard to judge, and it's the best we can do.
---
 src/backend/access/brin/brin_minmax_multi.c |  75 ++++++++++++
 src/include/catalog/pg_amop.dat             | 119 ++++++++++++++++++++
 src/include/catalog/pg_amproc.dat           | 113 +++++++++++++++++++
 src/include/catalog/pg_opclass.dat          |  21 ++++
 src/include/catalog/pg_opfamily.dat         |  14 +++
 5 files changed, 342 insertions(+)

diff --git a/src/backend/access/brin/brin_minmax_multi.c b/src/backend/access/brin/brin_minmax_multi.c
index 08d0d55b06..d11ec73c81 100644
--- a/src/backend/access/brin/brin_minmax_multi.c
+++ b/src/backend/access/brin/brin_minmax_multi.c
@@ -1210,6 +1210,9 @@ build_distances(FmgrInfo *distanceFn, Oid colloid,
 
 	Assert(ncranges >= 2);
 
+	if (!distanceFn)
+		return NULL;
+
 	distances = (DistanceValue *) palloc0(sizeof(DistanceValue) * (ncranges - 1));
 
 	/*
@@ -1298,6 +1301,70 @@ count_values(CombineRange *cranges, int ncranges)
 }
 #endif
 
+
+static int
+reduce_combine_ranges_simple(CombineRange *cranges, int ncranges,
+							 int max_values, FmgrInfo *cmp, Oid colloid)
+{
+	int		i;
+	int		nvalues;
+	Datum  *values;
+
+	compare_context cxt;
+
+	/* number of values to keep on each tail */
+	int tail = (max_values - 2) / 2;
+	int m = Min(tail / 2, ncranges - 1 / 2);
+
+	/* allocate space for the boundary values */
+	nvalues = 0;
+	values = (Datum *) palloc(sizeof(Datum) * max_values);
+
+	for (i = 0; i < m; i++)
+	{
+		/* head */
+		values[nvalues++] = cranges[i].minval;
+		values[nvalues++] = cranges[i].maxval;
+
+		/* tail */
+		values[nvalues++] = cranges[ncranges - 1 - i].minval;
+		values[nvalues++] = cranges[ncranges - 1 - i].maxval;
+	}
+
+	/* middle part */
+	values[nvalues++] = cranges[m].maxval;
+	values[nvalues++] = cranges[ncranges - 1 - m].minval;
+
+	/* We should have even number of range values. */
+	Assert(nvalues % 2 == 0);
+
+	/* sort the values */
+	cxt.colloid = colloid;
+	cxt.cmpFn = cmp;
+
+	/*
+	 * 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++)
+	{
+		cranges[i].minval = values[2*i];
+		cranges[i].maxval = values[2*i + 1];
+
+		/* if the boundary values are the same, it's a collapsed range */
+		cranges[i].collapsed = (compare_values(&values[2*i],
+											   &values[2*i+1],
+											   &cxt) == 0);
+	}
+
+	return (nvalues / 2);
+}
+
+
 /*
  * reduce_combine_ranges
  *		reduce the ranges until the number of values is low enough
@@ -1366,6 +1433,14 @@ reduce_combine_ranges(CombineRange *cranges, int ncranges,
 	if (keep >= ndistances)
 		return ncranges;
 
+	/*
+	 * Without distances, we use a simple approach keeping as many
+	 * outliers as possible.
+	 */
+	if (!distances)
+		return reduce_combine_ranges_simple(cranges, ncranges, max_values,
+											cmp, colloid);
+
 	/* sort the values */
 	cxt.colloid = colloid;
 	cxt.cmpFn = cmp;
diff --git a/src/include/catalog/pg_amop.dat b/src/include/catalog/pg_amop.dat
index 8135854163..5cf820f04b 100644
--- a/src/include/catalog/pg_amop.dat
+++ b/src/include/catalog/pg_amop.dat
@@ -1814,6 +1814,23 @@
   amoprighttype => 'bytea', amopstrategy => '5', amopopr => '>(bytea,bytea)',
   amopmethod => 'brin' },
 
+# minmax multi bytea
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '1', amopopr => '<(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '2', amopopr => '<=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '3', amopopr => '=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  amoprighttype => 'bytea', amopstrategy => '4', amopopr => '>=(bytea,bytea)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bytea_minmax_multi_ops', amoplefttype => 'bytea',
+  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)',
@@ -1836,6 +1853,23 @@
   amoprighttype => 'char', amopstrategy => '5', amopopr => '>(char,char)',
   amopmethod => 'brin' },
 
+# minmax multi "char"
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '1', amopopr => '<(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '2', amopopr => '<=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '3', amopopr => '=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  amoprighttype => 'char', amopstrategy => '4', amopopr => '>=(char,char)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/char_minmax_multi_ops', amoplefttype => 'char',
+  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)',
@@ -1858,6 +1892,23 @@
   amoprighttype => 'name', amopstrategy => '5', amopopr => '>(name,name)',
   amopmethod => 'brin' },
 
+# minmax multi name
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '1', amopopr => '<(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '2', amopopr => '<=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '3', amopopr => '=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  amoprighttype => 'name', amopstrategy => '4', amopopr => '>=(name,name)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/name_minmax_multi_ops', amoplefttype => 'name',
+  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)',
@@ -2186,6 +2237,23 @@
   amoprighttype => 'text', amopstrategy => '5', amopopr => '>(text,text)',
   amopmethod => 'brin' },
 
+# minmax multi text
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '1', amopopr => '<(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '2', amopopr => '<=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '3', amopopr => '=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  amoprighttype => 'text', amopstrategy => '4', amopopr => '>=(text,text)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/text_minmax_multi_ops', amoplefttype => 'text',
+  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)',
@@ -2562,6 +2630,23 @@
   amoprighttype => 'bpchar', amopstrategy => '5', amopopr => '>(bpchar,bpchar)',
   amopmethod => 'brin' },
 
+# minmax multi character
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '1', amopopr => '<(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '2',
+  amopopr => '<=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '3', amopopr => '=(bpchar,bpchar)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  amoprighttype => 'bpchar', amopstrategy => '4',
+  amopopr => '>=(bpchar,bpchar)', amopmethod => 'brin' },
+{ amopfamily => 'brin/bpchar_minmax_multi_ops', amoplefttype => 'bpchar',
+  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)',
@@ -3007,6 +3092,23 @@
   amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
   amopmethod => 'brin' },
 
+# minmax multi bit
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '1', amopopr => '<(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '2', amopopr => '<=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '3', amopopr => '=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '4', amopopr => '>=(bit,bit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/bit_minmax_multi_ops', amoplefttype => 'bit',
+  amoprighttype => 'bit', amopstrategy => '5', amopopr => '>(bit,bit)',
+  amopmethod => 'brin' },
+
 # minmax bit varying
 { amopfamily => 'brin/varbit_minmax_ops', amoplefttype => 'varbit',
   amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
@@ -3024,6 +3126,23 @@
   amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
   amopmethod => 'brin' },
 
+# minmax multi bit varying
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '1', amopopr => '<(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '2',
+  amopopr => '<=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '3', amopopr => '=(varbit,varbit)',
+  amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '4',
+  amopopr => '>=(varbit,varbit)', amopmethod => 'brin' },
+{ amopfamily => 'brin/varbit_minmax_multi_ops', amoplefttype => 'varbit',
+  amoprighttype => 'varbit', amopstrategy => '5', amopopr => '>(varbit,varbit)',
+  amopmethod => 'brin' },
+
 # minmax numeric
 { amopfamily => 'brin/numeric_minmax_ops', amoplefttype => 'numeric',
   amoprighttype => 'numeric', amopstrategy => '1',
diff --git a/src/include/catalog/pg_amproc.dat b/src/include/catalog/pg_amproc.dat
index 51403716b1..69a7ed682c 100644
--- a/src/include/catalog/pg_amproc.dat
+++ b/src/include/catalog/pg_amproc.dat
@@ -805,6 +805,22 @@
 { amprocfamily => 'brin/bytea_minmax_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bytea
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bytea_minmax_multi_ops', amproclefttype => 'bytea',
+  amprocrighttype => 'bytea', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom bytea
 { amprocfamily => 'brin/bytea_bloom_ops', amproclefttype => 'bytea',
   amprocrighttype => 'bytea', amprocnum => '1',
@@ -836,6 +852,22 @@
 { amprocfamily => 'brin/char_minmax_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi "char"
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/char_minmax_multi_ops', amproclefttype => 'char',
+  amprocrighttype => 'char', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom "char"
 { amprocfamily => 'brin/char_bloom_ops', amproclefttype => 'char',
   amprocrighttype => 'char', amprocnum => '1',
@@ -867,6 +899,22 @@
 { amprocfamily => 'brin/name_minmax_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi name
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/name_minmax_multi_ops', amproclefttype => 'name',
+  amprocrighttype => 'name', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom name
 { amprocfamily => 'brin/name_bloom_ops', amproclefttype => 'name',
   amprocrighttype => 'name', amprocnum => '1',
@@ -1197,6 +1245,22 @@
 { amprocfamily => 'brin/text_minmax_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi text
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/text_minmax_multi_ops', amproclefttype => 'text',
+  amprocrighttype => 'text', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom text
 { amprocfamily => 'brin/text_bloom_ops', amproclefttype => 'text',
   amprocrighttype => 'text', amprocnum => '1',
@@ -1663,6 +1727,23 @@
   amprocrighttype => 'bpchar', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi character
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bpchar_minmax_multi_ops', amproclefttype => 'bpchar',
+  amprocrighttype => 'bpchar', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # bloom character
 { amprocfamily => 'brin/bpchar_bloom_ops', amproclefttype => 'bpchar',
   amprocrighttype => 'bpchar', amprocnum => '1',
@@ -2180,6 +2261,21 @@
 { amprocfamily => 'brin/bit_minmax_ops', amproclefttype => 'bit',
   amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_union' },
 
+# minmax multi bit
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '1', amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '4', amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/bit_minmax_multi_ops', amproclefttype => 'bit',
+  amprocrighttype => 'bit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax bit varying
 { amprocfamily => 'brin/varbit_minmax_ops', amproclefttype => 'varbit',
   amprocrighttype => 'varbit', amprocnum => '1',
@@ -2194,6 +2290,23 @@
   amprocrighttype => 'varbit', amprocnum => '4',
   amproc => 'brin_minmax_union' },
 
+# minmax multi bit varying
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '1',
+  amproc => 'brin_minmax_multi_opcinfo' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '2',
+  amproc => 'brin_minmax_multi_add_value' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '3',
+  amproc => 'brin_minmax_multi_consistent' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '4',
+  amproc => 'brin_minmax_multi_union' },
+{ amprocfamily => 'brin/varbit_minmax_multi_ops', amproclefttype => 'varbit',
+  amprocrighttype => 'varbit', amprocnum => '5',
+  amproc => 'brin_minmax_multi_options' },
+
 # minmax numeric
 { amprocfamily => 'brin/numeric_minmax_ops', amproclefttype => 'numeric',
   amprocrighttype => 'numeric', amprocnum => '1',
diff --git a/src/include/catalog/pg_opclass.dat b/src/include/catalog/pg_opclass.dat
index da25befefe..823f1b01fe 100644
--- a/src/include/catalog/pg_opclass.dat
+++ b/src/include/catalog/pg_opclass.dat
@@ -266,18 +266,27 @@
 { opcmethod => 'brin', opcname => 'bytea_minmax_ops',
   opcfamily => 'brin/bytea_minmax_ops', opcintype => 'bytea',
   opckeytype => 'bytea' },
+{ opcmethod => 'brin', opcname => 'bytea_minmax_multi_ops',
+  opcfamily => 'brin/bytea_minmax_multi_ops', opcintype => 'bytea',
+  opckeytype => 'bytea', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/char_minmax_multi_ops', opcintype => 'char',
+  opckeytype => 'char', opcdefault => 'f' },
 { 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_minmax_multi_ops',
+  opcfamily => 'brin/name_minmax_multi_ops', opcintype => 'name',
+  opckeytype => 'name', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'name_bloom_ops',
   opcfamily => 'brin/name_bloom_ops', opcintype => 'name',
   opckeytype => 'name', opcdefault => 'f' },
@@ -311,6 +320,9 @@
 { opcmethod => 'brin', opcname => 'text_minmax_ops',
   opcfamily => 'brin/text_minmax_ops', opcintype => 'text',
   opckeytype => 'text' },
+{ opcmethod => 'brin', opcname => 'text_minmax_multi_ops',
+  opcfamily => 'brin/text_minmax_multi_ops', opcintype => 'text',
+  opckeytype => 'text', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'text_bloom_ops',
   opcfamily => 'brin/text_bloom_ops', opcintype => 'text',
   opckeytype => 'text', opcdefault => 'f' },
@@ -381,6 +393,9 @@
 { opcmethod => 'brin', opcname => 'bpchar_minmax_ops',
   opcfamily => 'brin/bpchar_minmax_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar' },
+{ opcmethod => 'brin', opcname => 'bpchar_minmax_multi_ops',
+  opcfamily => 'brin/bpchar_minmax_multi_ops', opcintype => 'bpchar',
+  opckeytype => 'bpchar', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bpchar_bloom_ops',
   opcfamily => 'brin/bpchar_bloom_ops', opcintype => 'bpchar',
   opckeytype => 'bpchar', opcdefault => 'f' },
@@ -440,9 +455,15 @@
   opckeytype => 'timetz', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'bit_minmax_ops',
   opcfamily => 'brin/bit_minmax_ops', opcintype => 'bit', opckeytype => 'bit' },
+{ opcmethod => 'brin', opcname => 'bit_minmax_multi_ops',
+  opcfamily => 'brin/bit_minmax_multi_ops', opcintype => 'bit',
+  opckeytype => 'bit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'varbit_minmax_ops',
   opcfamily => 'brin/varbit_minmax_ops', opcintype => 'varbit',
   opckeytype => 'varbit' },
+{ opcmethod => 'brin', opcname => 'varbit_minmax_multi_ops',
+  opcfamily => 'brin/varbit_minmax_multi_ops', opcintype => 'varbit',
+  opckeytype => 'varbit', opcdefault => 'f' },
 { opcmethod => 'brin', opcname => 'numeric_minmax_ops',
   opcfamily => 'brin/numeric_minmax_ops', opcintype => 'numeric',
   opckeytype => 'numeric' },
diff --git a/src/include/catalog/pg_opfamily.dat b/src/include/catalog/pg_opfamily.dat
index ba9231ac8c..ffb20e72ab 100644
--- a/src/include/catalog/pg_opfamily.dat
+++ b/src/include/catalog/pg_opfamily.dat
@@ -192,6 +192,8 @@
   opfmethod => 'brin', opfname => 'numeric_minmax_multi_ops' },
 { oid => '4056',
   opfmethod => 'brin', opfname => 'text_minmax_ops' },
+{ oid => '9967',
+  opfmethod => 'brin', opfname => 'text_minmax_multi_ops' },
 { oid => '9902',
   opfmethod => 'brin', opfname => 'text_bloom_ops' },
 { oid => '9903',
@@ -210,14 +212,20 @@
   opfmethod => 'brin', opfname => 'datetime_bloom_ops' },
 { oid => '4062',
   opfmethod => 'brin', opfname => 'char_minmax_ops' },
+{ oid => '9968',
+  opfmethod => 'brin', opfname => 'char_minmax_multi_ops' },
 { oid => '9906',
   opfmethod => 'brin', opfname => 'char_bloom_ops' },
 { oid => '4064',
   opfmethod => 'brin', opfname => 'bytea_minmax_ops' },
+{ oid => '9969',
+  opfmethod => 'brin', opfname => 'bytea_minmax_multi_ops' },
 { oid => '9907',
   opfmethod => 'brin', opfname => 'bytea_bloom_ops' },
 { oid => '4065',
   opfmethod => 'brin', opfname => 'name_minmax_ops' },
+{ oid => '9970',
+  opfmethod => 'brin', opfname => 'name_minmax_multi_ops' },
 { oid => '9908',
   opfmethod => 'brin', opfname => 'name_bloom_ops' },
 { oid => '4068',
@@ -260,6 +268,8 @@
   opfmethod => 'brin', opfname => 'network_bloom_ops' },
 { oid => '4076',
   opfmethod => 'brin', opfname => 'bpchar_minmax_ops' },
+{ oid => '9971',
+  opfmethod => 'brin', opfname => 'bpchar_minmax_multi_ops' },
 { oid => '9915',
   opfmethod => 'brin', opfname => 'bpchar_bloom_ops' },
 { oid => '4077',
@@ -276,8 +286,12 @@
   opfmethod => 'brin', opfname => 'interval_bloom_ops' },
 { oid => '4079',
   opfmethod => 'brin', opfname => 'bit_minmax_ops' },
+{ oid => '9972',
+  opfmethod => 'brin', opfname => 'bit_minmax_multi_ops' },
 { oid => '4080',
   opfmethod => 'brin', opfname => 'varbit_minmax_ops' },
+{ oid => '9973',
+  opfmethod => 'brin', opfname => 'varbit_minmax_multi_ops' },
 { oid => '4081',
   opfmethod => 'brin', opfname => 'uuid_minmax_ops' },
 { oid => '9938',
-- 
2.26.2


--------------0E72B707603BED22B4040825
Content-Type: text/x-patch; charset=UTF-8;
 name="0007-Remove-the-special-batch-mode-use-a-larger--20210211.patch"
Content-Transfer-Encoding: 7bit
Content-Disposition: attachment;
 filename*0="0007-Remove-the-special-batch-mode-use-a-larger--20210211.pa";
 filename*1="tch"



^ permalink  raw  reply  [nested|flat] 67+ messages in thread

* logical replication: patch to ensure timely cleanup of aborted transactions in ReorderBuffer
@ 2024-12-06 09:20  Vaijayanti Bharadwaj <[email protected]>
  0 siblings, 0 replies; 67+ messages in thread

From: Vaijayanti Bharadwaj @ 2024-12-06 09:20 UTC (permalink / raw)
  To: [email protected]; +Cc: Vaijayanti Bharadwaj <[email protected]>

Hello,

This patch is a proposed fix for an issue that can occur in logical
replication where:
1. streaming of transactions is disabled.
2. First, say there is a transaction that's PREPAREd. This prepared
transaction is not resolved for some time. It holds back the
oldestRunningXid.
3. Large transactions with xid higher than that of the prepared transaction
spill to disk as they are decoded in the ReorderBuffer.
4. There is an unclean shutdown due to which the large transactions get
aborted. But there is no explicit abort record.
5. On startup, the ReorderBuffer continues to decode and hold the aborted
transactions and they continue to accumulate as spill files.
6. Once the prepared transaction is resolved, these transactions will be
cleaned up, but if there is a delay, the aborted transactions could hold up
considerable space.
(A customer had run into this issue at EDB)

0001: is a TAP test that reproduces this and tests for this. It fails
without this and passes with it.
0002: is the patch that fixes this issue.

Thanks,
Vaijayanti


Attachments:

  [application/octet-stream] 0001-TAP-test-that-passes-with-the-ReorderBuffer-cleanup-.patch (4.7K, ../../CAFNcJWUaHGzRk6qJe-tm3qQ9XLEMfj9-Prksk15uACMf8qQ=BA@mail.gmail.com/3-0001-TAP-test-that-passes-with-the-ReorderBuffer-cleanup-.patch)
  download | inline diff:
From 671c13cc6689654c261fd1d36b64a6c757e8f212 Mon Sep 17 00:00:00 2001
From: Vaijayanti Bharadwaj <[email protected]>
Date: Tue, 3 Dec 2024 18:25:25 +0530
Subject: [PATCH 1/2] TAP test that passes with the ReorderBuffer cleanup fix,
 and fails without it

---
 .../subscription/t/050_cleanup_after_crash.pl | 118 ++++++++++++++++++
 1 file changed, 118 insertions(+)
 create mode 100644 src/test/subscription/t/050_cleanup_after_crash.pl

diff --git a/src/test/subscription/t/050_cleanup_after_crash.pl b/src/test/subscription/t/050_cleanup_after_crash.pl
new file mode 100644
index 0000000000..0246258aa7
--- /dev/null
+++ b/src/test/subscription/t/050_cleanup_after_crash.pl
@@ -0,0 +1,118 @@
+
+# Copyright (c) 2021-2024, PostgreSQL Global Development Group
+
+# Tests to show spill file accumulation when a prepared transaction
+# that is not committed, holds back the lowest xid.
+# And there are incomplete large transactions that get aborted
+# on an unclean shutdown, causing spill files to take up disk space.
+#
+use strict;
+use warnings FATAL => 'all';
+use PostgreSQL::Test::Cluster;
+use PostgreSQL::Test::Utils;
+use Test::More;
+
+# Initialize publisher node
+my $node_publisher = PostgreSQL::Test::Cluster->new('publisher');
+$node_publisher->init(allows_streaming => 'logical');
+$node_publisher->append_conf('postgresql.conf',
+	"max_prepared_transactions = 10
+	 logical_decoding_work_mem = 64kB");
+$node_publisher->start;
+
+# Create subscriber node
+my $node_subscriber = PostgreSQL::Test::Cluster->new('subscriber');
+$node_subscriber->init;
+$node_subscriber->append_conf('postgresql.conf',
+	"max_prepared_transactions = 10");
+$node_subscriber->start;
+
+# Create some preexisting content on publisher
+$node_publisher->safe_psql('postgres',
+	"CREATE TABLE tab_rep (a int primary key, value text)");
+$node_publisher->safe_psql('postgres',
+	"INSERT INTO tab_rep SELECT x, md5(x::text) FROM generate_series(1,10) x");
+
+# Setup structure on subscriber
+$node_subscriber->safe_psql('postgres',
+	"CREATE TABLE tab_rep (a int primary key, value text)");
+
+# Setup logical replication
+my $publisher_connstr = $node_publisher->connstr . ' dbname=postgres';
+$node_publisher->safe_psql('postgres',
+	"CREATE PUBLICATION tap_pub FOR ALL TABLES");
+
+$node_subscriber->safe_psql('postgres',
+	"CREATE SUBSCRIPTION tap_sub CONNECTION '$publisher_connstr' PUBLICATION tap_pub WITH (streaming = off)"
+);
+
+# Wait for initial table sync to finish
+$node_subscriber->wait_for_subscription_sync($node_publisher, 'tap_sub');
+
+my $result =
+  $node_subscriber->safe_psql('postgres', "SELECT count(*) FROM tab_rep");
+is($result, qq(10), 'initial data synced for first sub');
+
+# Create a prepared transaction that holds back the min xid.
+$node_publisher->safe_psql('postgres',
+	qq[
+		BEGIN;
+		INSERT INTO tab_rep SELECT x, md5(x::text) FROM generate_series(11, 100) x;
+		PREPARE TRANSACTION 'TEST1';
+	]
+);
+
+my $psql_session = $node_publisher->background_psql('postgres');
+$psql_session->query_safe(
+	qq[
+		BEGIN;
+		INSERT INTO tab_rep SELECT x, md5(x::text) FROM generate_series(101, 1000000) x;
+	]
+);
+my $running_xid=$psql_session->query_safe("SELECT txid_current();");
+
+sleep(10);
+
+$node_publisher->stop('immediate');
+$node_publisher->start;
+
+sleep(5);
+$result=$node_publisher->safe_psql('postgres',
+	qq[
+		SELECT count(*) = 0 FROM
+		(SELECT pg_ls_dir('pg_replslot/tap_sub')) AS s
+		WHERE s.pg_ls_dir LIKE '%xid-] . $running_xid . q[%']
+	);
+is($result, 't', 'no spill files left over from incomplete transaction');
+
+$node_publisher->safe_psql('postgres',
+	"INSERT INTO tab_rep values(generate_series(101, 200));");
+
+$result=$node_publisher->safe_psql('postgres', q[select count(*) = 0 from
+	(select pg_ls_dir('pg_replslot/tap_sub')) as s
+	where s.pg_ls_dir like '%xid-] . $running_xid . q[%']);
+is($result, 't', 'no spill files left over from incomplete transaction');
+
+$node_publisher->safe_psql('postgres', "ROLLBACK PREPARED 'TEST1'");
+
+$node_publisher->poll_query_until('postgres', q[select count(*) = 0 from
+    (select pg_ls_dir('pg_replslot/tap_sub')) as s
+    where s.pg_ls_dir like '%xid-] . $running_xid . q[%'])
+  or die "Timed out while waiting for spill files to disappear";
+
+$node_subscriber->safe_psql('postgres', "DROP SUBSCRIPTION tap_sub");
+
+# check subscriptions are removed
+$result = $node_subscriber->safe_psql('postgres',
+	"SELECT count(*) FROM pg_subscription");
+is($result, qq(0), 'second and third sub are dropped');
+
+# remove the conflicting data
+$node_subscriber->safe_psql('postgres', "DELETE FROM tab_rep;");
+$node_publisher->safe_psql('postgres', "DROP TABLE tab_rep");
+$node_subscriber->safe_psql('postgres', "DROP TABLE tab_rep");
+
+$node_subscriber->stop('fast');
+$node_publisher->stop('fast');
+
+done_testing();
-- 
2.46.0



  [application/octet-stream] 0002-cleanup-incomplete-transactions-on-startup-in-Reorde.patch (5.1K, ../../CAFNcJWUaHGzRk6qJe-tm3qQ9XLEMfj9-Prksk15uACMf8qQ=BA@mail.gmail.com/4-0002-cleanup-incomplete-transactions-on-startup-in-Reorde.patch)
  download | inline diff:
From 159a9f338412a6ecae675597f55b564b74afb134 Mon Sep 17 00:00:00 2001
From: Vaijayanti Bharadwaj <[email protected]>
Date: Tue, 3 Dec 2024 18:36:23 +0530
Subject: [PATCH 2/2] cleanup incomplete transactions on startup in
 ReorderBuffer

---
 src/backend/replication/logical/decode.c      | 18 +++++-
 .../replication/logical/reorderbuffer.c       | 61 +++++++++++++++++++
 src/include/replication/reorderbuffer.h       |  1 +
 3 files changed, 79 insertions(+), 1 deletion(-)

diff --git a/src/backend/replication/logical/decode.c b/src/backend/replication/logical/decode.c
index e73576ad12..eb95ced41d 100644
--- a/src/backend/replication/logical/decode.c
+++ b/src/backend/replication/logical/decode.c
@@ -136,10 +136,26 @@ xlog_decode(LogicalDecodingContext *ctx, XLogRecordBuffer *buf)
 
 	switch (info)
 	{
-			/* this is also used in END_OF_RECOVERY checkpoints */
+			/*
+			 * this is also used in END_OF_RECOVERY checkpoints
+			 * This is a point where, if there are any transactions with
+			 * with ReorderBuffer, that are incomplete (they do not have a
+			 * commit, abort or prepare record),then they must be aborted.
+			 * They exist due to a prior unclean termination, which did not allow
+			 * logging an abort.
+			 * If not aborted, these transactions may be held by the ReorderBuffer
+			 * for long periods of time, especially if a prepared transaction
+			 * precedes it that does not get committed or aborted and holds down
+			 * the oldestRunningXid
+			 */
 		case XLOG_CHECKPOINT_SHUTDOWN:
 		case XLOG_END_OF_RECOVERY:
 			SnapBuildSerializationPoint(builder, buf->origptr);
+			elog(DEBUG2,
+				"decoding: recovery/shutdown checkpoint at lsn=%X/%X",
+				(uint32)(buf->origptr >> 32),
+				(uint32)(buf->origptr));
+			ReorderBufferAbortOlderThanLSN(ctx->reorder, buf->origptr);
 
 			break;
 		case XLOG_CHECKPOINT_ONLINE:
diff --git a/src/backend/replication/logical/reorderbuffer.c b/src/backend/replication/logical/reorderbuffer.c
index e3a5c7b660..ed123f4169 100644
--- a/src/backend/replication/logical/reorderbuffer.c
+++ b/src/backend/replication/logical/reorderbuffer.c
@@ -2965,6 +2965,67 @@ ReorderBufferAbort(ReorderBuffer *rb, TransactionId xid, XLogRecPtr lsn,
 	ReorderBufferCleanupTXN(rb, txn);
 }
 
+/*
+ * Abort all transactions that aren't actually running anymore because the
+ * server restarted.
+ * This is called since there may be prepared transactions holding back
+ * back the oldestRunningXid. This is a version of ReorderBufferAbortOld
+ * that aborts all older transactions, that are not in prepared state.
+ */
+void
+ReorderBufferAbortOlderThanLSN(ReorderBuffer *rb, XLogRecPtr cutoff)
+{
+	dlist_mutable_iter it;
+
+	/*
+	 * Iterate through all (potential) toplevel TXNs and abort all that are
+	 * older than what possibly can be running. Once we've found the first
+	 * that is alive we stop, there might be some that acquired an xid earlier
+	 * but started writing later, but it's unlikely and they will be cleaned
+	 * up in a later call to this function.
+	 */
+	dlist_foreach_modify(it, &rb->toplevel_by_lsn)
+	{
+		ReorderBufferTXN *txn;
+
+		txn = dlist_container(ReorderBufferTXN, node, it.cur);
+
+		if (rbtxn_prepared(txn) || rbtxn_skip_prepared(txn))
+		{
+			elog(DEBUG2, "txn: %u is prepared and cannot be cleaned up", txn->xid);
+		}
+		else if (txn->first_lsn < cutoff)
+		{
+			/*
+			 * We set final_lsn on a transaction when we decode its commit or
+			 * abort record, but we never see those records for crashed
+			 * transactions.  To ensure cleanup of these transactions, set
+			 * final_lsn to that of their last change; this causes
+			 * ReorderBufferRestoreCleanup to do the right thing.
+			 */
+			if (rbtxn_is_serialized(txn) && txn->final_lsn == InvalidXLogRecPtr)
+			{
+				ReorderBufferChange *last =
+				dlist_tail_element(ReorderBufferChange, node, &txn->changes);
+
+				txn->final_lsn = last->lsn;
+			}
+
+			elog(DEBUG2, "aborting an incomplete transaction %u", txn->xid);
+
+			/* remove potential on-disk data, and deallocate this tx */
+			ReorderBufferCleanupTXN(rb, txn);
+		}
+		else if (txn->first_lsn >= cutoff)
+		{
+			/* Should not reach here */
+			elog(FATAL,
+				"ReorderBufferAbortOlderThanLSN: found transaction in the future: %u",
+				txn->xid);
+		}
+	}
+}
+
 /*
  * Abort all transactions that aren't actually running anymore because the
  * server restarted.
diff --git a/src/include/replication/reorderbuffer.h b/src/include/replication/reorderbuffer.h
index 3bc365a7b0..4762ef14f7 100644
--- a/src/include/replication/reorderbuffer.h
+++ b/src/include/replication/reorderbuffer.h
@@ -698,6 +698,7 @@ extern void ReorderBufferCommitChild(ReorderBuffer *rb, TransactionId xid,
 extern void ReorderBufferAbort(ReorderBuffer *rb, TransactionId xid, XLogRecPtr lsn,
 							   TimestampTz abort_time);
 extern void ReorderBufferAbortOld(ReorderBuffer *rb, TransactionId oldestRunningXid);
+extern void ReorderBufferAbortOlderThanLSN(ReorderBuffer *rb, XLogRecPtr cutoff);
 extern void ReorderBufferForget(ReorderBuffer *rb, TransactionId xid, XLogRecPtr lsn);
 extern void ReorderBufferInvalidate(ReorderBuffer *rb, TransactionId xid, XLogRecPtr lsn);
 
-- 
2.46.0



^ permalink  raw  reply  [nested|flat] 67+ messages in thread


end of thread, other threads:[~2024-12-06 09:20 UTC | newest]

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2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2021-02-03 18:12 [PATCH 8/9] Define multi-minmax oclasses for types without distance Tomas Vondra <[email protected]>
2024-12-06 09:20 logical replication: patch to ensure timely cleanup of aborted transactions in ReorderBuffer Vaijayanti Bharadwaj <[email protected]>

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