From a67c77d7754de938f90fbd60044c5c0fcccc6395 Mon Sep 17 00:00:00 2001
From: Tomas Vondra <tomas@2ndquadrant.com>
Date: Tue, 9 Jan 2018 01:00:39 +0100
Subject: [PATCH 3/4] BRIN bloom indexes

An opclass implementing BRIN indexes with bloom filter summary.
Naturally, this opclass only supports equality searches, but that
is fine for many use cases (e.g. it's uncommon to do range queries
on identifiers or labels).

It's not quite clear how to size the bloom filter, or what to do
if it gets too full (more than 50% of bits set). The patch picks
some reasonable defaults, but perhaps we can improve this based on
more information (ndistinct from pg_stats, pages_per_range, ...).
Or make it configurable when creating the index.

Another option would be to implement scalable bloom filters, i.e.
instead of creating one filter and stop using it when it gets too
full, create another (larger) one and use it for new additions.
But considering we can only see very limited number of distinct
values per range, that seems like an overkill, and it might make
certain operations (particularly "union" support procedure) more
complicated.

The patch also implements an optimization that we initially keep
the values "raw", and only switch to the actual bloom filter once
we use the same space. This somewhat reduces the space usage when
the column is low-cardinality (at least within a page range), so
that the bloom filter defaults would be too high.
---
 doc/src/sgml/brin.sgml                   | 229 ++++++++++
 src/backend/access/brin/Makefile         |   2 +-
 src/backend/access/brin/brin_bloom.c     | 755 +++++++++++++++++++++++++++++++
 src/include/catalog/pg_amop.h            |  59 +++
 src/include/catalog/pg_amproc.h          | 153 +++++++
 src/include/catalog/pg_opclass.h         |  25 +
 src/include/catalog/pg_opfamily.h        |  20 +
 src/include/catalog/pg_proc.h            |  10 +
 src/test/regress/expected/brin_bloom.out | 438 ++++++++++++++++++
 src/test/regress/expected/opr_sanity.out |   3 +-
 src/test/regress/parallel_schedule       |   2 +-
 src/test/regress/serial_schedule         |   1 +
 src/test/regress/sql/brin_bloom.sql      | 391 ++++++++++++++++
 13 files changed, 2085 insertions(+), 3 deletions(-)
 create mode 100644 src/backend/access/brin/brin_bloom.c
 create mode 100644 src/test/regress/expected/brin_bloom.out
 create mode 100644 src/test/regress/sql/brin_bloom.sql

diff --git a/doc/src/sgml/brin.sgml b/doc/src/sgml/brin.sgml
index 23c0e05..434538e 100644
--- a/doc/src/sgml/brin.sgml
+++ b/doc/src/sgml/brin.sgml
@@ -118,6 +118,13 @@
    </thead>
    <tbody>
     <row>
+     <entry><literal>abstime_bloom_ops</literal></entry>
+     <entry><type>abstime</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>abstime_minmax_ops</literal></entry>
      <entry><type>abstime</type></entry>
      <entry>
@@ -129,6 +136,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>int8_bloom_ops</literal></entry>
+     <entry><type>bigint</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>int8_minmax_ops</literal></entry>
      <entry><type>bigint</type></entry>
      <entry>
@@ -180,6 +194,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>bytea_bloom_ops</literal></entry>
+     <entry><type>bytea</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>bytea_minmax_ops</literal></entry>
      <entry><type>bytea</type></entry>
      <entry>
@@ -191,6 +212,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>bpchar_bloom_ops</literal></entry>
+     <entry><type>character</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>bpchar_minmax_ops</literal></entry>
      <entry><type>character</type></entry>
      <entry>
@@ -202,6 +230,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>char_bloom_ops</literal></entry>
+     <entry><type>"char"</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>char_minmax_ops</literal></entry>
      <entry><type>"char"</type></entry>
      <entry>
@@ -213,6 +248,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>date_bloom_ops</literal></entry>
+     <entry><type>date</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>date_minmax_ops</literal></entry>
      <entry><type>date</type></entry>
      <entry>
@@ -224,6 +266,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>float8_bloom_ops</literal></entry>
+     <entry><type>double precision</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>float8_minmax_ops</literal></entry>
      <entry><type>double precision</type></entry>
      <entry>
@@ -235,6 +284,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>inet_bloom_ops</literal></entry>
+     <entry><type>inet</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>inet_minmax_ops</literal></entry>
      <entry><type>inet</type></entry>
      <entry>
@@ -258,6 +314,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>int4_bloom_ops</literal></entry>
+     <entry><type>integer</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>int4_minmax_ops</literal></entry>
      <entry><type>integer</type></entry>
      <entry>
@@ -269,6 +332,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>interval_bloom_ops</literal></entry>
+     <entry><type>interval</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>interval_minmax_ops</literal></entry>
      <entry><type>interval</type></entry>
      <entry>
@@ -280,6 +350,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>macaddr_bloom_ops</literal></entry>
+     <entry><type>macaddr</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>macaddr_minmax_ops</literal></entry>
      <entry><type>macaddr</type></entry>
      <entry>
@@ -291,6 +368,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>macaddr8_bloom_ops</literal></entry>
+     <entry><type>macaddr8</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>macaddr8_minmax_ops</literal></entry>
      <entry><type>macaddr8</type></entry>
      <entry>
@@ -302,6 +386,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>name_bloom_ops</literal></entry>
+     <entry><type>name</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>name_minmax_ops</literal></entry>
      <entry><type>name</type></entry>
      <entry>
@@ -313,6 +404,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>numeric_bloom_ops</literal></entry>
+     <entry><type>numeric</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>numeric_minmax_ops</literal></entry>
      <entry><type>numeric</type></entry>
      <entry>
@@ -324,6 +422,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>pg_lsn_bloom_ops</literal></entry>
+     <entry><type>pg_lsn</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>pg_lsn_minmax_ops</literal></entry>
      <entry><type>pg_lsn</type></entry>
      <entry>
@@ -335,6 +440,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>oid_bloom_ops</literal></entry>
+     <entry><type>oid</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>oid_minmax_ops</literal></entry>
      <entry><type>oid</type></entry>
      <entry>
@@ -366,6 +478,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>float4_bloom_ops</literal></entry>
+     <entry><type>real</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>float4_minmax_ops</literal></entry>
      <entry><type>real</type></entry>
      <entry>
@@ -377,6 +496,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>reltime_bloom_ops</literal></entry>
+     <entry><type>reltime</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>reltime_minmax_ops</literal></entry>
      <entry><type>reltime</type></entry>
      <entry>
@@ -388,6 +514,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>int2_bloom_ops</literal></entry>
+     <entry><type>smallint</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>int2_minmax_ops</literal></entry>
      <entry><type>smallint</type></entry>
      <entry>
@@ -399,6 +532,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>text_bloom_ops</literal></entry>
+     <entry><type>text</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>text_minmax_ops</literal></entry>
      <entry><type>text</type></entry>
      <entry>
@@ -421,6 +561,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>timestamp_bloom_ops</literal></entry>
+     <entry><type>timestamp without time zone</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>timestamp_minmax_ops</literal></entry>
      <entry><type>timestamp without time zone</type></entry>
      <entry>
@@ -432,6 +579,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>timestamptz_bloom_ops</literal></entry>
+     <entry><type>timestamp with time zone</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>timestamptz_minmax_ops</literal></entry>
      <entry><type>timestamp with time zone</type></entry>
      <entry>
@@ -443,6 +597,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>time_bloom_ops</literal></entry>
+     <entry><type>time without time zone</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>time_minmax_ops</literal></entry>
      <entry><type>time without time zone</type></entry>
      <entry>
@@ -454,6 +615,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>timetz_bloom_ops</literal></entry>
+     <entry><type>time with time zone</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>timetz_minmax_ops</literal></entry>
      <entry><type>time with time zone</type></entry>
      <entry>
@@ -465,6 +633,13 @@
      </entry>
     </row>
     <row>
+     <entry><literal>uuid_bloom_ops</literal></entry>
+     <entry><type>uuid</type></entry>
+     <entry>
+      <literal>=</literal>
+     </entry>
+    </row>
+    <row>
      <entry><literal>uuid_minmax_ops</literal></entry>
      <entry><type>uuid</type></entry>
      <entry>
@@ -814,6 +989,60 @@ typedef struct BrinOpcInfo
  </para>
 
  <para>
+  To write an operator class for a data type that implements only an equality
+  operator and supports hashing, it is possible to use the bloom support procedures
+  alongside the corresponding operators, as shown in
+  <xref linkend="brin-extensibility-bloom-table"/>.
+  All operator class members (procedures and operators) are mandatory.
+ </para>
+
+ <table id="brin-extensibility-bloom-table">
+  <title>Procedure and Support Numbers for Bloom Operator Classes</title>
+  <tgroup cols="2">
+   <thead>
+    <row>
+     <entry>Operator class member</entry>
+     <entry>Object</entry>
+    </row>
+   </thead>
+   <tbody>
+    <row>
+     <entry>Support Procedure 1</entry>
+     <entry>internal function <function>brin_bloom_opcinfo()</function></entry>
+    </row>
+    <row>
+     <entry>Support Procedure 2</entry>
+     <entry>internal function <function>brin_bloom_add_value()</function></entry>
+    </row>
+    <row>
+     <entry>Support Procedure 3</entry>
+     <entry>internal function <function>brin_bloom_consistent()</function></entry>
+    </row>
+    <row>
+     <entry>Support Procedure 4</entry>
+     <entry>internal function <function>brin_bloom_union()</function></entry>
+    </row>
+    <row>
+     <entry>Support Procedure 11</entry>
+     <entry>function to compute hash of an element</entry>
+    </row>
+    <row>
+     <entry>Operator Strategy 1</entry>
+     <entry>operator equal-to</entry>
+    </row>
+   </tbody>
+  </tgroup>
+ </table>
+
+ <para>
+    Support procedure numbers 1-10 are reserved for the BRIN internal
+    functions, so the SQL level functions start with number 11.  Support
+    function number 11 is the main function required to build the index.
+    It should accept one argument with the same data type as the operator class,
+    and return a hash of the value.
+ </para>
+
+ <para>
     Both minmax and inclusion operator classes support cross-data-type
     operators, though with these the dependencies become more complicated.
     The minmax operator class requires a full set of operators to be
diff --git a/src/backend/access/brin/Makefile b/src/backend/access/brin/Makefile
index 5aef925..a76d927 100644
--- a/src/backend/access/brin/Makefile
+++ b/src/backend/access/brin/Makefile
@@ -13,6 +13,6 @@ top_builddir = ../../../..
 include $(top_builddir)/src/Makefile.global
 
 OBJS = brin.o brin_pageops.o brin_revmap.o brin_tuple.o brin_xlog.o \
-       brin_minmax.o brin_inclusion.o brin_validate.o
+       brin_minmax.o brin_inclusion.o brin_validate.o brin_bloom.o
 
 include $(top_srcdir)/src/backend/common.mk
diff --git a/src/backend/access/brin/brin_bloom.c b/src/backend/access/brin/brin_bloom.c
new file mode 100644
index 0000000..461bfce
--- /dev/null
+++ b/src/backend/access/brin/brin_bloom.c
@@ -0,0 +1,755 @@
+/*
+ * brin_bloom.c
+ *		Implementation of Bloom opclass for BRIN
+ *
+ * Portions Copyright (c) 1996-2017, PostgreSQL Global Development Group
+ * Portions Copyright (c) 1994, Regents of the University of California
+ *
+ * IDENTIFICATION
+ *	  src/backend/access/brin/brin_bloom.c
+ */
+#include "postgres.h"
+
+#include "access/genam.h"
+#include "access/brin_internal.h"
+#include "access/brin_tuple.h"
+#include "access/hash.h"
+#include "access/stratnum.h"
+#include "catalog/pg_type.h"
+#include "catalog/pg_amop.h"
+#include "utils/builtins.h"
+#include "utils/datum.h"
+#include "utils/lsyscache.h"
+#include "utils/rel.h"
+#include "utils/syscache.h"
+
+#include <math.h>
+
+#define BloomEqualStrategyNumber	1
+
+/*
+ * Additional SQL level support functions
+ *
+ * Procedure numbers must not use values reserved for BRIN itself; see
+ * brin_internal.h.
+ */
+#define		BLOOM_MAX_PROCNUMS		4	/* maximum support procs we need */
+#define		PROCNUM_HASH			11	/* required */
+
+/*
+ * Subtract this from procnum to obtain index in BloomOpaque arrays
+ * (Must be equal to minimum of private procnums).
+ */
+#define		PROCNUM_BASE			11
+
+
+#define		BLOOM_PHASE_SORTED		1
+#define		BLOOM_PHASE_HASH		2
+
+/* how many hashes to accumulate before hashing */
+#define		BLOOM_MAX_UNSORTED		32
+#define		BLOOM_GROW_BYTES		32
+#define		BLOOM_NDISTINCT			1000	/* number of distinct values */
+#define		BLOOM_ERROR_RATE		0.05	/* 2% false positive rate */
+
+/*
+ * Bloom Filter
+ *
+ * Represents a bloom filter, built on hashes of the indexed values. That is,
+ * we compute a uint32 hash of the value, and then store this hash into the
+ * bloom filter (and compute additional hashes on it).
+ *
+ * We use an optimisation that initially we store the uint32 values directly,
+ * without the extra hashing step. And only later filling the bitmap space,
+ * we switch to the regular bloom filter mode.
+ *
+ * PHASE_SORTED
+ *
+ * Initially we copy the uint32 hash into the bitmap, regularly sorting the
+ * hash values for fast lookup (we keep at most BLOOM_MAX_UNSORTED unsorted
+ * values).
+ *
+ * The idea is that if we only see very few distinct values, we can store
+ * them in less space compared to the (sparse) bloom filter bitmap. It also
+ * stores them exactly, although that's not a big advantage as almost-empty
+ * bloom filter has false positive rate close to zero anyway.
+ *
+ * PHASE_HASH
+ *
+ * Once we fill the bitmap space in the sorted phase, we switch to the hash
+ * phase, where we actually use the bloom filter. We treat the uint32 hashes
+ * as input values, and hash them again with different seeds (to get the k
+ * hash functions needed for bloom filter).
+ *
+ *
+ * XXX Maybe instead of explicitly limiting the number of unsorted values
+ * by BLOOM_MAX_UNSORTED, we should cap them by (filter size / 4B), i.e.
+ * allow up to the whole filter size.
+ *
+ * XXX Perhaps we could save a few bytes by using different data types, but
+ * considering the size of the bitmap, the difference is negligible.
+ *
+ * XXX We could also implement "sparse" bloom filters, keeping only the
+ * bytes that are not entirely 0. That might make the "sorted" phase
+ * mostly unnecessary.
+ *
+ * XXX We can also watch the number of bits set in the bloom filter, and
+ * then stop using it (and not store the bitmap, to save space) when the
+ * false positive rate gets too high.
+ */
+typedef struct BloomFilter
+{
+	/* varlena header (do not touch directly!) */
+	int32	vl_len_;
+
+	/* global bloom filter parameters */
+	uint32	phase;		/* phase (initially SORTED, then HASH) */
+	uint32	nhashes;	/* number of hash functions */
+	uint32	nbits;		/* number of bits in the bitmap (optimal) */
+	uint32	nbits_set;	/* number of bits set to 1 */
+
+	/* fields used only in the EXACT phase */
+	uint32	nvalues;	/* number of hashes stored (sorted + extra) */
+	uint32	nsorted;	/* number of uint32 hashes in sorted part */
+
+	/* bitmap of the bloom filter */
+	char 	bitmap[FLEXIBLE_ARRAY_MEMBER];
+
+} BloomFilter;
+
+/*
+ * bloom_init
+ * 		Initialize the Bloom Filter, allocate all the memory.
+ *
+ * The filter is initialized with optimal size for ndistinct expected
+ * values, and requested false positive rate. The filter is stored as
+ * varlena.
+ */
+static BloomFilter *
+bloom_init(int ndistinct, double false_positive_rate)
+{
+	Size			len;
+	BloomFilter	   *filter;
+
+	/* https://en.wikipedia.org/wiki/Bloom_filter */
+	int m;	/* number of bits */
+	int k;	/* number of hash functions */
+
+	Assert((ndistinct > 0) && (ndistinct < 10000));	/* 10k is mostly arbitrary limit */
+	Assert((false_positive_rate > 0) && (false_positive_rate < 1.0));
+
+	m = ceil((ndistinct * log(false_positive_rate)) / log(1.0 / (pow(2.0, log(2.0)))));
+
+	/* round m to whole bytes */
+	m = ((m + 7) / 8) * 8;
+
+	k = round(log(2.0) * m / ndistinct);
+
+	/*
+	 * Allocate the bloom filter with a minimum size 64B (about 40B in the
+	 * bitmap part). We require space at least for the header.
+	 */
+	len = Max(offsetof(BloomFilter, bitmap), 64);
+
+	filter = (BloomFilter *) palloc0(len);
+
+	filter->phase = BLOOM_PHASE_SORTED;
+	filter->nhashes = k;
+	filter->nbits = m;
+
+	SET_VARSIZE(filter, len);
+
+	return filter;
+}
+
+/* simple uint32 comparator, for pg_qsort and bsearch */
+static int
+cmp_uint32(const void *a, const void *b)
+{
+	uint32 *ia = (uint32 *) a;
+	uint32 *ib = (uint32 *) b;
+
+	if (*ia == *ib)
+		return 0;
+	else if (*ia < *ib)
+		return -1;
+	else
+		return 1;
+}
+
+/*
+ * bloom_compact
+ *		Compact the filter during the 'sorted' phase.
+ *
+ * We sort the uint32 hashes and remove duplicates, for two main reasons.
+ * Firstly, to keep most of the data sorted for bsearch lookups. Secondly,
+ * we try to save space by removing the duplicates, allowing us to stay
+ * in the sorted phase a bit longer.
+ *
+ * We currently don't repalloc the bitmap, i.e. we don't free the memory
+ * here - in the worst case we waste space for up to 32 unsorted hashes
+ * (if all of them are already in the sorted part), so about 128B. We can
+ * either reduce the number of unsorted items (e.g. to 8 hashes, which
+ * would mean 32B), or start doing the repalloc.
+ *
+ * XXX Actually, we don't need to do repalloc - we just need to set the
+ * varlena header length!
+ */
+static void
+bloom_compact(BloomFilter *filter)
+{
+	int		i,
+			nvalues;
+	uint32 *values;
+
+	/* never call compact on filters in HASH phase */
+	Assert(filter->phase == BLOOM_PHASE_SORTED);
+
+	/* no chance to compact anything */
+	if (filter->nvalues == filter->nsorted)
+		return;
+
+	values = (uint32 *) palloc(filter->nvalues * sizeof(uint32));
+
+	/* copy the data, then reset the bitmap */
+	memcpy(values, filter->bitmap, filter->nvalues * sizeof(uint32));
+	memset(filter->bitmap, 0, filter->nvalues * sizeof(uint32));
+
+	/* FIXME optimization: sort only the unsorted part, then merge */
+	pg_qsort(values, filter->nvalues, sizeof(uint32), cmp_uint32);
+
+	nvalues = 1;
+	for (i = 1; i < filter->nvalues; i++)
+	{
+		/* if a new value, keep it */
+		if (values[i] != values[i-1])
+		{
+			values[nvalues] = values[i];
+			nvalues++;
+		}
+	}
+
+	filter->nvalues = nvalues;
+	filter->nsorted = nvalues;
+
+	memcpy(filter->bitmap, values, nvalues * sizeof(uint32));
+
+	pfree(values);
+}
+
+static BloomFilter *
+bloom_switch_to_hashing(BloomFilter *filter);
+
+/*
+ * bloom_add_value
+ * 		Add value to the bloom filter.
+ */
+static BloomFilter *
+bloom_add_value(BloomFilter *filter, uint32 value, bool *updated)
+{
+	int		i;
+	uint32	big_h, h, d;
+
+	/* assume 'not updated' by default */
+	Assert(filter);
+
+	/* if we're in the sorted phase, we store the hashes directly */
+	if (filter->phase == BLOOM_PHASE_SORTED)
+	{
+		/* how many uint32 hashes can we fit into the bitmap */
+		int maxvalues = filter->nbits / (8 * sizeof(uint32));
+
+		/* do not overflow the bitmap space or number of unsorted items */
+		Assert(filter->nvalues <= maxvalues);
+		Assert(filter->nvalues - filter->nsorted <= BLOOM_MAX_UNSORTED);
+
+		/*
+		 * In this branch we always update the filter - we either add the
+		 * hash to the unsorted part, or switch the filter to hashing.
+		 */
+		if (updated)
+			*updated = true;
+
+		/*
+		 * If the array is full, or if we reached the limit on unsorted
+		 * items, try to compact the filter first, before attempting to
+		 * add the new value.
+		 */
+		if ((filter->nvalues == maxvalues) ||
+			(filter->nvalues - filter->nsorted == BLOOM_MAX_UNSORTED))
+				bloom_compact(filter);
+
+		/*
+		 * Can we squeeze one more uint32 hash into the bitmap? Also make
+		 * sure there's enough space in the bytea value first.
+		 */
+		if (filter->nvalues < maxvalues)
+		{
+			Size len = VARSIZE_ANY(filter);
+			Size need = offsetof(BloomFilter,bitmap) + (filter->nvalues+1) * sizeof(uint32);
+
+			if (len < need)
+			{
+				/*
+				 * We don't double the size here, as in the first place we care about
+				 * reducing storage requirements, and the doubling happens automatically
+				 * in memory contexts anyway.
+				 *
+				 * XXX Zero the newly allocated part. Maybe not really needed?
+				 */
+				filter = (BloomFilter *) repalloc(filter, len + BLOOM_GROW_BYTES);
+				memset((char *)filter + len, 0, BLOOM_GROW_BYTES);
+				SET_VARSIZE(filter, len + BLOOM_GROW_BYTES);
+			}
+
+			/* copy the data into the bitmap */
+			memcpy(&filter->bitmap[filter->nvalues * sizeof(uint32)],
+				   &value, sizeof(uint32));
+
+			filter->nvalues++;
+
+			/* we're done */
+			return filter;
+		}
+
+		/* can't add any more exact hashes, so switch to hashing */
+		filter = bloom_switch_to_hashing(filter);
+	}
+
+	/* we better be in the hashing phase */
+	Assert(filter->phase == BLOOM_PHASE_HASH);
+
+    /* compute the hashes, used for the bloom filter */
+    big_h = ((uint32)DatumGetInt64(hash_uint32(value)));
+
+    h = big_h % filter->nbits;
+    d = big_h % (filter->nbits - 1); 
+
+	/* compute the requested number of hashes */
+	for (i = 0; i < filter->nhashes; i++)
+	{
+		int byte = (h / 8);
+		int bit  = (h % 8);
+
+		/* if the bit is not set, set it and remember we did that */
+		if (! (filter->bitmap[byte] & (0x01 << bit)))
+		{
+			filter->bitmap[byte] |= (0x01 << bit);
+			filter->nbits_set++;
+			if (updated)
+				*updated = true;
+		}
+
+		/* next bit */
+        h += d++;
+        if (h >= filter->nbits) h -= filter->nbits;
+        if (d == filter->nbits) d = 0; 
+	}
+
+	return filter;
+}
+
+/*
+ * bloom_switch_to_hashing
+ * 		Switch the bloom filter from sorted to hashing mode.
+ */
+static BloomFilter *
+bloom_switch_to_hashing(BloomFilter *filter)
+{
+	int		i;
+	uint32 *values;
+	Size			len;
+	BloomFilter	   *newfilter;
+
+	/*
+	 * The new filter is allocated with all the memory, directly into
+	 * the HASH phase.
+	 */
+	len = offsetof(BloomFilter, bitmap) + (filter->nbits / 8);
+
+	newfilter = (BloomFilter *) palloc0(len);
+
+	newfilter->nhashes = filter->nhashes;
+	newfilter->nbits = filter->nbits;
+	newfilter->phase = BLOOM_PHASE_HASH;
+
+	SET_VARSIZE(newfilter, len);
+
+	values = (uint32 *) filter->bitmap;
+
+	for (i = 0; i < filter->nvalues; i++)
+		/* ignore the return value here, re don't repalloc in hashing mode */
+		bloom_add_value(newfilter, values[i], NULL);
+
+	/* free the original filter, return the newly allocated one */
+	pfree(filter);
+
+	return newfilter;
+}
+
+/*
+ * bloom_contains_value
+ * 		Check if the bloom filter contains a particular value.
+ */
+static bool
+bloom_contains_value(BloomFilter *filter, uint32 value)
+{
+	int		i;
+	uint32	big_h, h, d;
+
+	Assert(filter);
+
+	/* in sorted mode we simply search the two arrays (sorted, unsorted) */
+	if (filter->phase == BLOOM_PHASE_SORTED)
+	{
+		int i;
+		uint32 *values = (uint32 *)filter->bitmap;
+
+		/* first search through the sorted part */
+		if ((filter->nsorted > 0) &&
+			(bsearch(&value, values, filter->nsorted, sizeof(uint32), cmp_uint32) != NULL))
+			return true;
+
+		/* now search through the unsorted part - linear search */
+		for (i = filter->nsorted; i < filter->nvalues; i++)
+			if (value == values[i])
+				return true;
+
+		/* nothing found */
+		return false;
+	}
+
+	/* now the regular hashing mode */
+	Assert(filter->phase == BLOOM_PHASE_HASH);
+
+    big_h = ((uint32)DatumGetInt64(hash_uint32(value)));
+
+    h = big_h % filter->nbits;
+    d = big_h % (filter->nbits - 1); 
+
+	/* compute the requested number of hashes */
+	for (i = 0; i < filter->nhashes; i++)
+	{
+		int byte = (h / 8);
+		int bit  = (h % 8);
+
+		/* if the bit is not set, the value is not there */
+		if (! (filter->bitmap[byte] & (0x01 << bit)))
+			return false;
+
+		/* next bit */
+        h += d++;
+        if (h >= filter->nbits) h -= filter->nbits;
+        if (d == filter->nbits) d = 0; 
+	}
+
+	/* all hashes found in bloom filter */
+	return true;
+}
+
+typedef struct BloomOpaque
+{
+	/*
+	 * XXX At this point we only need a single proc (to compute the hash),
+	 * but let's keep the array just like inclusion and minman opclasses,
+	 * for consistency. We may need additional procs in the future.
+	 */
+	FmgrInfo	extra_procinfos[BLOOM_MAX_PROCNUMS];
+	bool		extra_proc_missing[BLOOM_MAX_PROCNUMS];
+} BloomOpaque;
+
+static FmgrInfo *bloom_get_procinfo(BrinDesc *bdesc, uint16 attno,
+					   uint16 procnum);
+
+
+Datum
+brin_bloom_opcinfo(PG_FUNCTION_ARGS)
+{
+	BrinOpcInfo *result;
+
+	/*
+	 * opaque->strategy_procinfos is initialized lazily; here it is set to
+	 * all-uninitialized by palloc0 which sets fn_oid to InvalidOid.
+	 * 
+	 * bloom indexes only store a the filter as a single BYTEA column
+	 */
+
+	result = palloc0(MAXALIGN(SizeofBrinOpcInfo(1)) +
+					 sizeof(BloomOpaque));
+	result->oi_nstored = 1;
+	result->oi_opaque = (BloomOpaque *)
+		MAXALIGN((char *) result + SizeofBrinOpcInfo(1));
+	result->oi_typcache[0] = lookup_type_cache(BYTEAOID, 0);
+
+	PG_RETURN_POINTER(result);
+}
+
+/*
+ * Examine the given index tuple (which contains partial status of a certain
+ * page range) by comparing it to the given value that comes from another heap
+ * tuple.  If the new value is outside the bloom filter specified by the
+ * existing tuple values, update the index tuple and return true.  Otherwise,
+ * return false and do not modify in this case.
+ */
+Datum
+brin_bloom_add_value(PG_FUNCTION_ARGS)
+{
+	BrinDesc   *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+	BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
+	Datum		newval = PG_GETARG_DATUM(2);
+	bool		isnull = PG_GETARG_DATUM(3);
+	Oid			colloid = PG_GET_COLLATION();
+	FmgrInfo   *hashFn;
+	uint32		hashValue;
+	bool		updated = false;
+	AttrNumber	attno;
+	BloomFilter *filter;
+
+	/*
+	 * If the new value is null, we record that we saw it if it's the first
+	 * one; otherwise, there's nothing to do.
+	 */
+	if (isnull)
+	{
+		if (column->bv_hasnulls)
+			PG_RETURN_BOOL(false);
+
+		column->bv_hasnulls = true;
+		PG_RETURN_BOOL(true);
+	}
+
+	attno = column->bv_attno;
+
+	/*
+	 * If this is the first non-null value, we need to initialize the bloom
+	 * filter. Otherwise just extract the existing bloom filter from BrinValues.
+	 */
+	if (column->bv_allnulls)
+	{
+		filter = bloom_init(BLOOM_NDISTINCT, BLOOM_ERROR_RATE);
+		column->bv_values[0] = PointerGetDatum(filter);
+		column->bv_allnulls = false;
+		updated = true;
+	}
+	else
+		filter = (BloomFilter *) PG_DETOAST_DATUM(column->bv_values[0]);
+
+	/*
+	 * Compute the hash of the new value, using the supplied hash function,
+	 * and then add the hash value to the bloom filter.
+	 */
+	hashFn = bloom_get_procinfo(bdesc, attno, PROCNUM_HASH);
+
+	hashValue = DatumGetUInt32(FunctionCall1Coll(hashFn, colloid, newval));
+
+	filter = bloom_add_value(filter, hashValue, &updated);
+
+	column->bv_values[0] = PointerGetDatum(filter);
+
+	PG_RETURN_BOOL(updated);
+}
+
+/*
+ * Given an index tuple corresponding to a certain page range and a scan key,
+ * return whether the scan key is consistent with the index tuple's bloom
+ * filter.  Return true if so, false otherwise.
+ */
+Datum
+brin_bloom_consistent(PG_FUNCTION_ARGS)
+{
+	BrinDesc   *bdesc = (BrinDesc *) PG_GETARG_POINTER(0);
+	BrinValues *column = (BrinValues *) PG_GETARG_POINTER(1);
+	ScanKey	   *keys = (ScanKey *) PG_GETARG_POINTER(2);
+	int			nkeys = PG_GETARG_INT32(3);
+	Oid			colloid = PG_GET_COLLATION();
+	AttrNumber	attno;
+	Datum		value;
+	Datum		matches;
+	FmgrInfo   *finfo;
+	uint32		hashValue;
+	BloomFilter *filter;
+	int			keyno;
+
+	filter = (BloomFilter *) PG_DETOAST_DATUM(column->bv_values[0]);
+
+	Assert(filter);
+
+	matches = true;
+
+	for (keyno = 0; keyno < nkeys; keyno++)
+	{
+		ScanKey	key = keys[keyno];
+
+		/* NULL keys are handled and filtered-out in bringetbitmap */
+		Assert(!(key->sk_flags & SK_ISNULL));
+
+		attno = key->sk_attno;
+		value = key->sk_argument;
+
+		switch (key->sk_strategy)
+		{
+			case BloomEqualStrategyNumber:
+
+				/*
+				 * In the equality case (WHERE col = someval), we want to return
+				 * the current page range if the minimum value in the range <=
+				 * scan key, and the maximum value >= scan key.
+				 */
+				finfo = bloom_get_procinfo(bdesc, attno, PROCNUM_HASH);
+
+				hashValue = DatumGetUInt32(FunctionCall1Coll(finfo, colloid, value));
+				matches &= bloom_contains_value(filter, hashValue);
+
+				break;
+			default:
+				/* shouldn't happen */
+				elog(ERROR, "invalid strategy number %d", key->sk_strategy);
+				matches = 0;
+				break;
+		}
+
+		if (!matches)
+			break;
+	}
+
+	PG_RETURN_DATUM(matches);
+}
+
+/*
+ * Given two BrinValues, update the first of them as a union of the summary
+ * values contained in both.  The second one is untouched.
+ *
+ * XXX We assume the bloom filters have the same parameters fow now. In the
+ * future we should have 'can union' function, to decide if we can combine
+ * two particular bloom filters.
+ */
+Datum
+brin_bloom_union(PG_FUNCTION_ARGS)
+{
+	BrinValues *col_a = (BrinValues *) PG_GETARG_POINTER(1);
+	BrinValues *col_b = (BrinValues *) PG_GETARG_POINTER(2);
+	BloomFilter *filter_a;
+	BloomFilter *filter_b;
+
+	Assert(col_a->bv_attno == col_b->bv_attno);
+
+	/* Adjust "hasnulls" */
+	if (!col_a->bv_hasnulls && col_b->bv_hasnulls)
+		col_a->bv_hasnulls = true;
+
+	/* If there are no values in B, there's nothing left to do */
+	if (col_b->bv_allnulls)
+		PG_RETURN_VOID();
+
+	/*
+	 * Adjust "allnulls".  If A doesn't have values, just copy the values from
+	 * B into A, and we're done.  We cannot run the operators in this case,
+	 * because values in A might contain garbage.  Note we already established
+	 * that B contains values.
+	 */
+	if (col_a->bv_allnulls)
+	{
+		col_a->bv_allnulls = false;
+		col_a->bv_values[0] = datumCopy(col_b->bv_values[0], false, -1);
+		PG_RETURN_VOID();
+	}
+
+	filter_a = (BloomFilter *) PG_DETOAST_DATUM(col_a->bv_values[0]);
+	filter_b = (BloomFilter *) PG_DETOAST_DATUM(col_b->bv_values[0]);
+
+	/* make sure neither of the bloom filters is NULL */
+	Assert(filter_a && filter_b);
+	Assert(filter_a->nbits == filter_b->nbits);
+
+	/*
+	 * Merging of the filters depends on the phase of both filters.
+	 */
+	if (filter_b->phase == BLOOM_PHASE_SORTED)
+	{
+		/*
+		 * Simply read all items from 'b' and add them to 'a' (the phase of
+		 * 'a' does not really matter).
+		 */
+		int		i;
+		uint32 *values = (uint32 *) filter_b->bitmap;
+
+		for (i = 0; i < filter_b->nvalues; i++)
+			filter_a = bloom_add_value(filter_a, values[i], NULL);
+
+		col_a->bv_values[0] = PointerGetDatum(filter_a);
+	}
+	else if (filter_a->phase == BLOOM_PHASE_SORTED)
+	{
+		/*
+		 * 'b' hashed, 'a' sorted - copy 'b' into 'a' and then add all values
+		 * from 'a' into the new copy.
+		 */
+		int		i;
+		BloomFilter *filter_c;
+		uint32 *values = (uint32 *) filter_a->bitmap;
+
+		filter_c = (BloomFilter *) PG_DETOAST_DATUM(datumCopy(PointerGetDatum(filter_b), false, -1));
+
+		for (i = 0; i < filter_a->nvalues; i++)
+			filter_c = bloom_add_value(filter_c, values[i], NULL);
+
+		col_a->bv_values[0] = PointerGetDatum(filter_c);
+	}
+	else if (filter_a->phase == BLOOM_PHASE_HASH)
+	{
+		/*
+		 * 'b' hashed, 'a' hashed - merge the bitmaps by OR
+		 */
+		int		i;
+		int		nbytes = (filter_a->nbits + 7) / 8;
+
+		for (i = 0; i < nbytes; i++)
+			filter_a->bitmap[i] |= filter_b->bitmap[i];
+	}
+
+	PG_RETURN_VOID();
+}
+
+/*
+ * Cache and return inclusion opclass support procedure
+ *
+ * Return the procedure corresponding to the given function support number
+ * or null if it is not exists.
+ */
+static FmgrInfo *
+bloom_get_procinfo(BrinDesc *bdesc, uint16 attno, uint16 procnum)
+{
+	BloomOpaque *opaque;
+	uint16		basenum = procnum - PROCNUM_BASE;
+
+	/*
+	 * We cache these in the opaque struct, to avoid repetitive syscache
+	 * lookups.
+	 */
+	opaque = (BloomOpaque *) bdesc->bd_info[attno - 1]->oi_opaque;
+
+	/*
+	 * If we already searched for this proc and didn't find it, don't bother
+	 * searching again.
+	 */
+	if (opaque->extra_proc_missing[basenum])
+		return NULL;
+
+	if (opaque->extra_procinfos[basenum].fn_oid == InvalidOid)
+	{
+		if (RegProcedureIsValid(index_getprocid(bdesc->bd_index, attno,
+												procnum)))
+		{
+			fmgr_info_copy(&opaque->extra_procinfos[basenum],
+						   index_getprocinfo(bdesc->bd_index, attno, procnum),
+						   bdesc->bd_context);
+		}
+		else
+		{
+			opaque->extra_proc_missing[basenum] = true;
+			return NULL;
+		}
+	}
+
+	return &opaque->extra_procinfos[basenum];
+}
diff --git a/src/include/catalog/pg_amop.h b/src/include/catalog/pg_amop.h
index 03af581..84dc6e3 100644
--- a/src/include/catalog/pg_amop.h
+++ b/src/include/catalog/pg_amop.h
@@ -910,18 +910,24 @@ DATA(insert (	4064	 17   17 2 s	  1958	  3580 0 ));
 DATA(insert (	4064	 17   17 3 s	  1955	  3580 0 ));
 DATA(insert (	4064	 17   17 4 s	  1960	  3580 0 ));
 DATA(insert (	4064	 17   17 5 s	  1959	  3580 0 ));
+/* bloom bytea */
+DATA(insert (	5021	 17   17 1 s	  1955	  3580 0 ));
 /* minmax "char" */
 DATA(insert (	4062	 18   18 1 s	   631	  3580 0 ));
 DATA(insert (	4062	 18   18 2 s	   632	  3580 0 ));
 DATA(insert (	4062	 18   18 3 s		92	  3580 0 ));
 DATA(insert (	4062	 18   18 4 s	   634	  3580 0 ));
 DATA(insert (	4062	 18   18 5 s	   633	  3580 0 ));
+/* bloom "char" */
+DATA(insert (	5022	 18   18 1 s		92	  3580 0 ));
 /* minmax name */
 DATA(insert (	4065	 19   19 1 s	   660	  3580 0 ));
 DATA(insert (	4065	 19   19 2 s	   661	  3580 0 ));
 DATA(insert (	4065	 19   19 3 s		93	  3580 0 ));
 DATA(insert (	4065	 19   19 4 s	   663	  3580 0 ));
 DATA(insert (	4065	 19   19 5 s	   662	  3580 0 ));
+/* bloom name */
+DATA(insert (	5023	 19   19 1 s		93	  3580 0 ));
 /* minmax integer */
 DATA(insert (	4054	 20   20 1 s	   412	  3580 0 ));
 DATA(insert (	4054	 20   20 2 s	   414	  3580 0 ));
@@ -968,6 +974,16 @@ DATA(insert (	4054	 23   20 2 s		80	  3580 0 ));
 DATA(insert (	4054	 23   20 3 s		15	  3580 0 ));
 DATA(insert (	4054	 23   20 4 s		82	  3580 0 ));
 DATA(insert (	4054	 23   20 5 s		76	  3580 0 ));
+/* bloom integer */
+DATA(insert (	5024	 20   20 1 s	   410	  3580 0 ));
+DATA(insert (	5024	 20   21 1 s	  1868	  3580 0 ));
+DATA(insert (	5024	 20   23 1 s	   416	  3580 0 ));
+DATA(insert (	5024	 21   21 1 s		94	  3580 0 ));
+DATA(insert (	5024	 21   20 1 s	  1862	  3580 0 ));
+DATA(insert (	5024	 21   23 1 s	   532	  3580 0 ));
+DATA(insert (	5024	 23   23 1 s		96	  3580 0 ));
+DATA(insert (	5024	 23   21 1 s	   533	  3580 0 ));
+DATA(insert (	5024	 23   20 1 s		15	  3580 0 ));
 
 /* minmax text */
 DATA(insert (	4056	 25   25 1 s	   664	  3580 0 ));
@@ -975,12 +991,16 @@ DATA(insert (	4056	 25   25 2 s	   665	  3580 0 ));
 DATA(insert (	4056	 25   25 3 s		98	  3580 0 ));
 DATA(insert (	4056	 25   25 4 s	   667	  3580 0 ));
 DATA(insert (	4056	 25   25 5 s	   666	  3580 0 ));
+/* bloom text */
+DATA(insert (	5027	 25   25 1 s		98	  3580 0 ));
 /* minmax oid */
 DATA(insert (	4068	 26   26 1 s	   609	  3580 0 ));
 DATA(insert (	4068	 26   26 2 s	   611	  3580 0 ));
 DATA(insert (	4068	 26   26 3 s	   607	  3580 0 ));
 DATA(insert (	4068	 26   26 4 s	   612	  3580 0 ));
 DATA(insert (	4068	 26   26 5 s	   610	  3580 0 ));
+/* bloom oid */
+DATA(insert (	5029	 26   26 1 s	   607	  3580 0 ));
 /* minmax tid */
 DATA(insert (	4069	 27   27 1 s	  2799	  3580 0 ));
 DATA(insert (	4069	 27   27 2 s	  2801	  3580 0 ));
@@ -1008,6 +1028,11 @@ DATA(insert (	4070	701  701 2 s	   673	  3580 0 ));
 DATA(insert (	4070	701  701 3 s	   670	  3580 0 ));
 DATA(insert (	4070	701  701 4 s	   675	  3580 0 ));
 DATA(insert (	4070	701  701 5 s	   674	  3580 0 ));
+/* bloom float (float4, float8) */
+DATA(insert (	5030	700  700 1 s	   620	  3580 0 ));
+DATA(insert (	5030	700  701 1 s	  1120	  3580 0 ));
+DATA(insert (	5030	701  700 1 s	  1130	  3580 0 ));
+DATA(insert (	5030	701  701 1 s	   670	  3580 0 ));
 
 /* minmax abstime */
 DATA(insert (	4072	702  702 1 s	   562	  3580 0 ));
@@ -1015,24 +1040,32 @@ DATA(insert (	4072	702  702 2 s	   564	  3580 0 ));
 DATA(insert (	4072	702  702 3 s	   560	  3580 0 ));
 DATA(insert (	4072	702  702 4 s	   565	  3580 0 ));
 DATA(insert (	4072	702  702 5 s	   563	  3580 0 ));
+/* bloom abstime */
+DATA(insert (	5031	702  702 1 s	   560	  3580 0 ));
 /* minmax reltime */
 DATA(insert (	4073	703  703 1 s	   568	  3580 0 ));
 DATA(insert (	4073	703  703 2 s	   570	  3580 0 ));
 DATA(insert (	4073	703  703 3 s	   566	  3580 0 ));
 DATA(insert (	4073	703  703 4 s	   571	  3580 0 ));
 DATA(insert (	4073	703  703 5 s	   569	  3580 0 ));
+/* bloom reltime */
+DATA(insert (	5032	703  703 1 s	   566	  3580 0 ));
 /* minmax macaddr */
 DATA(insert (	4074	829  829 1 s	  1222	  3580 0 ));
 DATA(insert (	4074	829  829 2 s	  1223	  3580 0 ));
 DATA(insert (	4074	829  829 3 s	  1220	  3580 0 ));
 DATA(insert (	4074	829  829 4 s	  1225	  3580 0 ));
 DATA(insert (	4074	829  829 5 s	  1224	  3580 0 ));
+/* bloom macaddr */
+DATA(insert (	5033	829  829 1 s	  1220	  3580 0 ));
 /* minmax macaddr8 */
 DATA(insert (	4109	774  774 1 s	  3364	  3580 0 ));
 DATA(insert (	4109	774  774 2 s	  3365	  3580 0 ));
 DATA(insert (	4109	774  774 3 s	  3362	  3580 0 ));
 DATA(insert (	4109	774  774 4 s	  3367	  3580 0 ));
 DATA(insert (	4109	774  774 5 s	  3366	  3580 0 ));
+/* bloom macaddr8 */
+DATA(insert (	5034	774  774 1 s	  3362	  3580 0 ));
 /* minmax inet */
 DATA(insert (	4075	869  869 1 s	  1203	  3580 0 ));
 DATA(insert (	4075	869  869 2 s	  1204	  3580 0 ));
@@ -1046,18 +1079,24 @@ DATA(insert (	4102	869  869 8 s	   932	  3580 0 ));
 DATA(insert (	4102	869  869 18 s	  1201	  3580 0 ));
 DATA(insert (	4102	869  869 24 s	   933	  3580 0 ));
 DATA(insert (	4102	869  869 26 s	   931	  3580 0 ));
+/* bloom inet */
+DATA(insert (	5035	869  869 1 s	  1201	  3580 0 ));
 /* minmax character */
 DATA(insert (	4076   1042 1042 1 s	  1058	  3580 0 ));
 DATA(insert (	4076   1042 1042 2 s	  1059	  3580 0 ));
 DATA(insert (	4076   1042 1042 3 s	  1054	  3580 0 ));
 DATA(insert (	4076   1042 1042 4 s	  1061	  3580 0 ));
 DATA(insert (	4076   1042 1042 5 s	  1060	  3580 0 ));
+/* bloom character */
+DATA(insert (	5036   1042 1042 1 s	  1054	  3580 0 ));
 /* minmax time without time zone */
 DATA(insert (	4077   1083 1083 1 s	  1110	  3580 0 ));
 DATA(insert (	4077   1083 1083 2 s	  1111	  3580 0 ));
 DATA(insert (	4077   1083 1083 3 s	  1108	  3580 0 ));
 DATA(insert (	4077   1083 1083 4 s	  1113	  3580 0 ));
 DATA(insert (	4077   1083 1083 5 s	  1112	  3580 0 ));
+/* bloom time without time zone */
+DATA(insert (	5037   1083 1083 1 s	  1108	  3580 0 ));
 /* minmax datetime (date, timestamp, timestamptz) */
 DATA(insert (	4059   1114 1114 1 s	  2062	  3580 0 ));
 DATA(insert (	4059   1114 1114 2 s	  2063	  3580 0 ));
@@ -1104,6 +1143,16 @@ DATA(insert (	4059   1184 1184 2 s	  1323	  3580 0 ));
 DATA(insert (	4059   1184 1184 3 s	  1320	  3580 0 ));
 DATA(insert (	4059   1184 1184 4 s	  1325	  3580 0 ));
 DATA(insert (	4059   1184 1184 5 s	  1324	  3580 0 ));
+/* bloom datetime (date, timestamp, timestamptz) */
+DATA(insert (	5038   1114 1114 1 s	  2060	  3580 0 ));
+DATA(insert (	5038   1114 1082 1 s	  2373	  3580 0 ));
+DATA(insert (	5038   1114 1184 1 s	  2536	  3580 0 ));
+DATA(insert (	5038   1082 1082 1 s	  1093	  3580 0 ));
+DATA(insert (	5038   1082 1114 1 s	  2347	  3580 0 ));
+DATA(insert (	5038   1082 1184 1 s	  2360	  3580 0 ));
+DATA(insert (	5038   1184 1082 1 s	  2386	  3580 0 ));
+DATA(insert (	5038   1184 1114 1 s	  2542	  3580 0 ));
+DATA(insert (	5038   1184 1184 1 s	  1320	  3580 0 ));
 
 /* minmax interval */
 DATA(insert (	4078   1186 1186 1 s	  1332	  3580 0 ));
@@ -1111,12 +1160,16 @@ DATA(insert (	4078   1186 1186 2 s	  1333	  3580 0 ));
 DATA(insert (	4078   1186 1186 3 s	  1330	  3580 0 ));
 DATA(insert (	4078   1186 1186 4 s	  1335	  3580 0 ));
 DATA(insert (	4078   1186 1186 5 s	  1334	  3580 0 ));
+/* bloom interval */
+DATA(insert (	5041   1186 1186 1 s	  1330	  3580 0 ));
 /* minmax time with time zone */
 DATA(insert (	4058   1266 1266 1 s	  1552	  3580 0 ));
 DATA(insert (	4058   1266 1266 2 s	  1553	  3580 0 ));
 DATA(insert (	4058   1266 1266 3 s	  1550	  3580 0 ));
 DATA(insert (	4058   1266 1266 4 s	  1555	  3580 0 ));
 DATA(insert (	4058   1266 1266 5 s	  1554	  3580 0 ));
+/* bloom time with time zone */
+DATA(insert (	5042   1266 1266 1 s	  1550	  3580 0 ));
 /* minmax bit */
 DATA(insert (	4079   1560 1560 1 s	  1786	  3580 0 ));
 DATA(insert (	4079   1560 1560 2 s	  1788	  3580 0 ));
@@ -1135,12 +1188,16 @@ DATA(insert (	4055   1700 1700 2 s	  1755	  3580 0 ));
 DATA(insert (	4055   1700 1700 3 s	  1752	  3580 0 ));
 DATA(insert (	4055   1700 1700 4 s	  1757	  3580 0 ));
 DATA(insert (	4055   1700 1700 5 s	  1756	  3580 0 ));
+/* bloom numeric */
+DATA(insert (	5045   1700 1700 1 s	  1752	  3580 0 ));
 /* minmax uuid */
 DATA(insert (	4081   2950 2950 1 s	  2974	  3580 0 ));
 DATA(insert (	4081   2950 2950 2 s	  2976	  3580 0 ));
 DATA(insert (	4081   2950 2950 3 s	  2972	  3580 0 ));
 DATA(insert (	4081   2950 2950 4 s	  2977	  3580 0 ));
 DATA(insert (	4081   2950 2950 5 s	  2975	  3580 0 ));
+/* bloom uuid */
+DATA(insert (	5046   2950 2950 1 s	  2972	  3580 0 ));
 /* inclusion range types */
 DATA(insert (	4103   3831 3831  1 s	  3893	  3580 0 ));
 DATA(insert (	4103   3831 3831  2 s	  3895	  3580 0 ));
@@ -1162,6 +1219,8 @@ DATA(insert (	4082   3220 3220 2 s	  3226	  3580 0 ));
 DATA(insert (	4082   3220 3220 3 s	  3222	  3580 0 ));
 DATA(insert (	4082   3220 3220 4 s	  3227	  3580 0 ));
 DATA(insert (	4082   3220 3220 5 s	  3225	  3580 0 ));
+/* bloom pg_lsn */
+DATA(insert (	5047   3220 3220 1 s	  3222	  3580 0 ));
 /* inclusion box */
 DATA(insert (	4104	603  603  1 s	   493	  3580 0 ));
 DATA(insert (	4104	603  603  2 s	   494	  3580 0 ));
diff --git a/src/include/catalog/pg_amproc.h b/src/include/catalog/pg_amproc.h
index f545a058..4871836 100644
--- a/src/include/catalog/pg_amproc.h
+++ b/src/include/catalog/pg_amproc.h
@@ -347,16 +347,34 @@ DATA(insert (	4064	17	  17  1  3383 ));
 DATA(insert (	4064	17	  17  2  3384 ));
 DATA(insert (	4064	17	  17  3  3385 ));
 DATA(insert (	4064	17	  17  4  3386 ));
+/* bloom bytea */
+DATA(insert (	5021	17	  17  1  5017 ));
+DATA(insert (	5021	17	  17  2  5018 ));
+DATA(insert (	5021	17	  17  3  5019 ));
+DATA(insert (	5021	17	  17  4  5020 ));
+DATA(insert (	5021	17	  17 11   456 ));
 /* minmax "char" */
 DATA(insert (	4062	18	  18  1  3383 ));
 DATA(insert (	4062	18	  18  2  3384 ));
 DATA(insert (	4062	18	  18  3  3385 ));
 DATA(insert (	4062	18	  18  4  3386 ));
+/* bloom "char" */
+DATA(insert (	5022	18	  18  1  5017 ));
+DATA(insert (	5022	18	  18  2  5018 ));
+DATA(insert (	5022	18	  18  3  5019 ));
+DATA(insert (	5022	18	  18  4  5020 ));
+DATA(insert (	5022	18	  18 11   454 ));
 /* minmax name */
 DATA(insert (	4065	19	  19  1  3383 ));
 DATA(insert (	4065	19	  19  2  3384 ));
 DATA(insert (	4065	19	  19  3  3385 ));
 DATA(insert (	4065	19	  19  4  3386 ));
+/* bloom name */
+DATA(insert (	5023	19	  19  1  5017 ));
+DATA(insert (	5023	19	  19  2  5018 ));
+DATA(insert (	5023	19	  19  3  5019 ));
+DATA(insert (	5023	19	  19  4  5020 ));
+DATA(insert (	5023	19	  19 11   455 ));
 /* minmax integer: int2, int4, int8 */
 DATA(insert (	4054	20	  20  1  3383 ));
 DATA(insert (	4054	20	  20  2  3384 ));
@@ -397,16 +415,47 @@ DATA(insert (	4054	23	  21  2  3384 ));
 DATA(insert (	4054	23	  21  3  3385 ));
 DATA(insert (	4054	23	  21  4  3386 ));
 
+/* bloom integer: int2, int4, int8 */
+DATA(insert (	5024	20	  20  1  5017 ));
+DATA(insert (	5024	20	  20  2  5018 ));
+DATA(insert (	5024	20	  20  3  5019 ));
+DATA(insert (	5024	20	  20  4  5020 ));
+DATA(insert (	5024	20	  20 11   949 ));
+
+DATA(insert (	5024	21	  21  1  5017 ));
+DATA(insert (	5024	21	  21  2  5018 ));
+DATA(insert (	5024	21	  21  3  5019 ));
+DATA(insert (	5024	21	  21  4  5020 ));
+DATA(insert (	5024	21	  21 11   449 ));
+
+DATA(insert (	5024	23	  23  1  5017 ));
+DATA(insert (	5024	23	  23  2  5018 ));
+DATA(insert (	5024	23	  23  3  5019 ));
+DATA(insert (	5024	23	  23  4  5020 ));
+DATA(insert (	5024	23	  23 11   450 ));
+
 /* minmax text */
 DATA(insert (	4056	25	  25  1  3383 ));
 DATA(insert (	4056	25	  25  2  3384 ));
 DATA(insert (	4056	25	  25  3  3385 ));
 DATA(insert (	4056	25	  25  4  3386 ));
+/* bloom text */
+DATA(insert (	5027	25	  25  1  5017 ));
+DATA(insert (	5027	25	  25  2  5018 ));
+DATA(insert (	5027	25	  25  3  5019 ));
+DATA(insert (	5027	25	  25  4  5020 ));
+DATA(insert (	5027	25	  25 11   400 ));
 /* minmax oid */
 DATA(insert (	4068	26	  26  1  3383 ));
 DATA(insert (	4068	26	  26  2  3384 ));
 DATA(insert (	4068	26	  26  3  3385 ));
 DATA(insert (	4068	26	  26  4  3386 ));
+/* bloom oid */
+DATA(insert (	5029	26	  26  1  5017 ));
+DATA(insert (	5029	26	  26  2  5018 ));
+DATA(insert (	5029	26	  26  3  5019 ));
+DATA(insert (	5029	26	  26  4  5020 ));
+DATA(insert (	5029	26	  26 11   453 ));
 /* minmax tid */
 DATA(insert (	4069	27	  27  1  3383 ));
 DATA(insert (	4069	27	  27  2  3384 ));
@@ -433,26 +482,63 @@ DATA(insert (	4070   701	 700  2  3384 ));
 DATA(insert (	4070   701	 700  3  3385 ));
 DATA(insert (	4070   701	 700  4  3386 ));
 
+/* bloom float */
+DATA(insert (	5030   700	 700  1  5017 ));
+DATA(insert (	5030   700	 700  2  5018 ));
+DATA(insert (	5030   700	 700  3  5019 ));
+DATA(insert (	5030   700	 700  4  5020 ));
+DATA(insert (	5030   700	 700 11   451 ));
+
+DATA(insert (	5030   701	 701  1  5017 ));
+DATA(insert (	5030   701	 701  2  5018 ));
+DATA(insert (	5030   701	 701  3  5019 ));
+DATA(insert (	5030   701	 701  4  5020 ));
+DATA(insert (	5030   701	 701 11   452 ));
+
 /* minmax abstime */
 DATA(insert (	4072   702	 702  1  3383 ));
 DATA(insert (	4072   702	 702  2  3384 ));
 DATA(insert (	4072   702	 702  3  3385 ));
 DATA(insert (	4072   702	 702  4  3386 ));
+/* bloom abstime */
+DATA(insert (	5031   702	 702  1  5017 ));
+DATA(insert (	5031   702	 702  2  5018 ));
+DATA(insert (	5031   702	 702  3  5019 ));
+DATA(insert (	5031   702	 702  4  5020 ));
+DATA(insert (	5031   702	 702 11   450 ));
 /* minmax reltime */
 DATA(insert (	4073   703	 703  1  3383 ));
 DATA(insert (	4073   703	 703  2  3384 ));
 DATA(insert (	4073   703	 703  3  3385 ));
 DATA(insert (	4073   703	 703  4  3386 ));
+/* bloom reltime */
+DATA(insert (	5032   703	 703  1  5017 ));
+DATA(insert (	5032   703	 703  2  5018 ));
+DATA(insert (	5032   703	 703  3  5019 ));
+DATA(insert (	5032   703	 703  4  5020 ));
+DATA(insert (	5032   703	 703 11   450 ));
 /* minmax macaddr */
 DATA(insert (	4074   829	 829  1  3383 ));
 DATA(insert (	4074   829	 829  2  3384 ));
 DATA(insert (	4074   829	 829  3  3385 ));
 DATA(insert (	4074   829	 829  4  3386 ));
+/* bloom macaddr */
+DATA(insert (	5033   829	 829  1  5017 ));
+DATA(insert (	5033   829	 829  2  5018 ));
+DATA(insert (	5033   829	 829  3  5019 ));
+DATA(insert (	5033   829	 829  4  5020 ));
+DATA(insert (	5033   829	 829 11   399 ));
 /* minmax macaddr8 */
 DATA(insert (	4109   774	 774  1  3383 ));
 DATA(insert (	4109   774	 774  2  3384 ));
 DATA(insert (	4109   774	 774  3  3385 ));
 DATA(insert (	4109   774	 774  4  3386 ));
+/* bloom macaddr8 */
+DATA(insert (	5034   774	 774  1  5017 ));
+DATA(insert (	5034   774	 774  2  5018 ));
+DATA(insert (	5034   774	 774  3  5019 ));
+DATA(insert (	5034   774	 774  4  5020 ));
+DATA(insert (	5034   774	 774 11   328 ));
 /* minmax inet */
 DATA(insert (	4075   869	 869  1  3383 ));
 DATA(insert (	4075   869	 869  2  3384 ));
@@ -466,16 +552,34 @@ DATA(insert (	4102   869	 869  4  4108 ));
 DATA(insert (	4102   869	 869 11  4063 ));
 DATA(insert (	4102   869	 869 12  4071 ));
 DATA(insert (	4102   869	 869 13   930 ));
+/* bloom inet */
+DATA(insert (	5035   869	 869  1  5017 ));
+DATA(insert (	5035   869	 869  2  5018 ));
+DATA(insert (	5035   869	 869  3  5019 ));
+DATA(insert (	5035   869	 869  4  5020 ));
+DATA(insert (	5035   869	 869 11   422 ));
 /* minmax character */
 DATA(insert (	4076  1042	1042  1  3383 ));
 DATA(insert (	4076  1042	1042  2  3384 ));
 DATA(insert (	4076  1042	1042  3  3385 ));
 DATA(insert (	4076  1042	1042  4  3386 ));
+/* bloom character */
+DATA(insert (	5036  1042	1042  1  5017 ));
+DATA(insert (	5036  1042	1042  2  5018 ));
+DATA(insert (	5036  1042	1042  3  5019 ));
+DATA(insert (	5036  1042	1042  4  5020 ));
+DATA(insert (	5036  1042	1042 11   454 ));
 /* minmax time without time zone */
 DATA(insert (	4077  1083	1083  1  3383 ));
 DATA(insert (	4077  1083	1083  2  3384 ));
 DATA(insert (	4077  1083	1083  3  3385 ));
 DATA(insert (	4077  1083	1083  4  3386 ));
+/* bloom time without time zone */
+DATA(insert (	5037  1083	1083  1  5017 ));
+DATA(insert (	5037  1083	1083  2  5018 ));
+DATA(insert (	5037  1083	1083  3  5019 ));
+DATA(insert (	5037  1083	1083  4  5020 ));
+DATA(insert (	5037  1083	1083 11  1688 ));
 /* minmax datetime (date, timestamp, timestamptz) */
 DATA(insert (	4059  1114	1114  1  3383 ));
 DATA(insert (	4059  1114	1114  2  3384 ));
@@ -516,16 +620,47 @@ DATA(insert (	4059  1082	1184  2  3384 ));
 DATA(insert (	4059  1082	1184  3  3385 ));
 DATA(insert (	4059  1082	1184  4  3386 ));
 
+/* bloom datetime (date, timestamp, timestamptz) */
+DATA(insert (	5038  1114	1114  1  5017 ));
+DATA(insert (	5038  1114	1114  2  5018 ));
+DATA(insert (	5038  1114	1114  3  5019 ));
+DATA(insert (	5038  1114	1114  4  5020 ));
+DATA(insert (	5038  1114	1114 11  2039 ));
+
+DATA(insert (	5038  1184	1184  1  5017 ));
+DATA(insert (	5038  1184	1184  2  5018 ));
+DATA(insert (	5038  1184	1184  3  5019 ));
+DATA(insert (	5038  1184	1184  4  5020 ));
+DATA(insert (	5038  1184	1184 11  2039 ));
+
+DATA(insert (	5038  1082	1082  1  5017 ));
+DATA(insert (	5038  1082	1082  2  5018 ));
+DATA(insert (	5038  1082	1082  3  5019 ));
+DATA(insert (	5038  1082	1082  4  5020 ));
+DATA(insert (	5038  1082	1082 11  450 ));
+
 /* minmax interval */
 DATA(insert (	4078  1186	1186  1  3383 ));
 DATA(insert (	4078  1186	1186  2  3384 ));
 DATA(insert (	4078  1186	1186  3  3385 ));
 DATA(insert (	4078  1186	1186  4  3386 ));
+/* bloom interval */
+DATA(insert (	5041  1186	1186  1  5017 ));
+DATA(insert (	5041  1186	1186  2  5018 ));
+DATA(insert (	5041  1186	1186  3  5019 ));
+DATA(insert (	5041  1186	1186  4  5020 ));
+DATA(insert (	5041  1186	1186 11  1697 ));
 /* minmax time with time zone */
 DATA(insert (	4058  1266	1266  1  3383 ));
 DATA(insert (	4058  1266	1266  2  3384 ));
 DATA(insert (	4058  1266	1266  3  3385 ));
 DATA(insert (	4058  1266	1266  4  3386 ));
+/* bloom time with time zone */
+DATA(insert (	5042  1266	1266  1  5017 ));
+DATA(insert (	5042  1266	1266  2  5018 ));
+DATA(insert (	5042  1266	1266  3  5019 ));
+DATA(insert (	5042  1266	1266  4  5020 ));
+DATA(insert (	5042  1266	1266 11  1696 ));
 /* minmax bit */
 DATA(insert (	4079  1560	1560  1  3383 ));
 DATA(insert (	4079  1560	1560  2  3384 ));
@@ -541,11 +676,23 @@ DATA(insert (	4055  1700	1700  1  3383 ));
 DATA(insert (	4055  1700	1700  2  3384 ));
 DATA(insert (	4055  1700	1700  3  3385 ));
 DATA(insert (	4055  1700	1700  4  3386 ));
+/* bloom numeric */
+DATA(insert (	5045  1700	1700  1  5017 ));
+DATA(insert (	5045  1700	1700  2  5018 ));
+DATA(insert (	5045  1700	1700  3  5019 ));
+DATA(insert (	5045  1700	1700  4  5020 ));
+DATA(insert (	5045  1700	1700 11   432 ));
 /* minmax uuid */
 DATA(insert (	4081  2950	2950  1  3383 ));
 DATA(insert (	4081  2950	2950  2  3384 ));
 DATA(insert (	4081  2950	2950  3  3385 ));
 DATA(insert (	4081  2950	2950  4  3386 ));
+/* bloom uuid */
+DATA(insert (	5046  2950	2950  1  5017 ));
+DATA(insert (	5046  2950	2950  2  5018 ));
+DATA(insert (	5046  2950	2950  3  5019 ));
+DATA(insert (	5046  2950	2950  4  5020 ));
+DATA(insert (	5046  2950	2950 11  2963 ));
 /* inclusion range types */
 DATA(insert (	4103  3831	3831  1  4105 ));
 DATA(insert (	4103  3831	3831  2  4106 ));
@@ -559,6 +706,12 @@ DATA(insert (	4082  3220	3220  1  3383 ));
 DATA(insert (	4082  3220	3220  2  3384 ));
 DATA(insert (	4082  3220	3220  3  3385 ));
 DATA(insert (	4082  3220	3220  4  3386 ));
+/* bloom pg_lsn */
+DATA(insert (	5047  3220	3220  1  5017 ));
+DATA(insert (	5047  3220	3220  2  5018 ));
+DATA(insert (	5047  3220	3220  3  5019 ));
+DATA(insert (	5047  3220	3220  4  5020 ));
+DATA(insert (	5047  3220	3220 11  3252 ));
 /* inclusion box */
 DATA(insert (	4104   603	 603  1  4105 ));
 DATA(insert (	4104   603	 603  2  4106 ));
diff --git a/src/include/catalog/pg_opclass.h b/src/include/catalog/pg_opclass.h
index e11d52e..7dbd4ff 100644
--- a/src/include/catalog/pg_opclass.h
+++ b/src/include/catalog/pg_opclass.h
@@ -214,36 +214,61 @@ DATA(insert (	2742	jsonb_path_ops		PGNSP PGUID 4037  3802 f 23 ));
 /* BRIN operator classes */
 /* no brin opclass for bool */
 DATA(insert (	3580	bytea_minmax_ops		PGNSP PGUID 4064	17 t 17 ));
+DATA(insert (	3580	bytea_bloom_ops			PGNSP PGUID 5021	17 f 17 ));
 DATA(insert (	3580	char_minmax_ops			PGNSP PGUID 4062	18 t 18 ));
+DATA(insert (	3580	char_bloom_ops			PGNSP PGUID 5022	18 f 18 ));
 DATA(insert (	3580	name_minmax_ops			PGNSP PGUID 4065	19 t 19 ));
+DATA(insert (	3580	name_bloom_ops			PGNSP PGUID 5023	19 f 19 ));
 DATA(insert (	3580	int8_minmax_ops			PGNSP PGUID 4054	20 t 20 ));
+DATA(insert (	3580	int8_bloom_ops			PGNSP PGUID 5024	20 f 20 ));
 DATA(insert (	3580	int2_minmax_ops			PGNSP PGUID 4054	21 t 21 ));
+DATA(insert (	3580	int2_bloom_ops			PGNSP PGUID 5024	21 f 21 ));
 DATA(insert (	3580	int4_minmax_ops			PGNSP PGUID 4054	23 t 23 ));
+DATA(insert (	3580	int4_bloom_ops			PGNSP PGUID 5024	23 f 23 ));
 DATA(insert (	3580	text_minmax_ops			PGNSP PGUID 4056	25 t 25 ));
+DATA(insert (	3580	text_bloom_ops			PGNSP PGUID 5027	25 f 25 ));
 DATA(insert (	3580	oid_minmax_ops			PGNSP PGUID 4068	26 t 26 ));
+DATA(insert (	3580	oid_bloom_ops			PGNSP PGUID 5029	26 f 26 ));
 DATA(insert (	3580	tid_minmax_ops			PGNSP PGUID 4069	27 t 27 ));
 DATA(insert (	3580	float4_minmax_ops		PGNSP PGUID 4070   700 t 700 ));
+DATA(insert (	3580	float4_bloom_ops		PGNSP PGUID 5030   700 f 700 ));
 DATA(insert (	3580	float8_minmax_ops		PGNSP PGUID 4070   701 t 701 ));
+DATA(insert (	3580	float8_bloom_ops		PGNSP PGUID 5030   701 f 701 ));
 DATA(insert (	3580	abstime_minmax_ops		PGNSP PGUID 4072   702 t 702 ));
+DATA(insert (	3580	abstime_bloom_ops		PGNSP PGUID 5031   702 f 702 ));
 DATA(insert (	3580	reltime_minmax_ops		PGNSP PGUID 4073   703 t 703 ));
+DATA(insert (	3580	reltime_bloom_ops		PGNSP PGUID 5032   703 f 703 ));
 DATA(insert (	3580	macaddr_minmax_ops		PGNSP PGUID 4074   829 t 829 ));
+DATA(insert (	3580	macaddr_bloom_ops		PGNSP PGUID 5033   829 f 829 ));
 DATA(insert (	3580	macaddr8_minmax_ops		PGNSP PGUID 4109   774 t 774 ));
+DATA(insert (	3580	macaddr8_bloom_ops		PGNSP PGUID 5034   774 f 774 ));
 DATA(insert (	3580	inet_minmax_ops			PGNSP PGUID 4075   869 f 869 ));
 DATA(insert (	3580	inet_inclusion_ops		PGNSP PGUID 4102   869 t 869 ));
+DATA(insert (	3580	inet_bloom_ops			PGNSP PGUID 5035   869 f 869 ));
 DATA(insert (	3580	bpchar_minmax_ops		PGNSP PGUID 4076  1042 t 1042 ));
+DATA(insert (	3580	bpchar_bloom_ops		PGNSP PGUID 5036  1042 f 1042 ));
 DATA(insert (	3580	time_minmax_ops			PGNSP PGUID 4077  1083 t 1083 ));
+DATA(insert (	3580	time_bloom_ops			PGNSP PGUID 5037  1083 f 1083 ));
 DATA(insert (	3580	date_minmax_ops			PGNSP PGUID 4059  1082 t 1082 ));
+DATA(insert (	3580	date_bloom_ops			PGNSP PGUID 5038  1082 f 1082 ));
 DATA(insert (	3580	timestamp_minmax_ops	PGNSP PGUID 4059  1114 t 1114 ));
+DATA(insert (	3580	timestamp_bloom_ops		PGNSP PGUID 5038  1114 f 1114 ));
 DATA(insert (	3580	timestamptz_minmax_ops	PGNSP PGUID 4059  1184 t 1184 ));
+DATA(insert (	3580	timestamptz_bloom_ops	PGNSP PGUID 5038  1184 f 1184 ));
 DATA(insert (	3580	interval_minmax_ops		PGNSP PGUID 4078  1186 t 1186 ));
+DATA(insert (	3580	interval_bloom_ops		PGNSP PGUID 5041  1186 f 1186 ));
 DATA(insert (	3580	timetz_minmax_ops		PGNSP PGUID 4058  1266 t 1266 ));
+DATA(insert (	3580	timetz_bloom_ops		PGNSP PGUID 5042  1266 f 1266 ));
 DATA(insert (	3580	bit_minmax_ops			PGNSP PGUID 4079  1560 t 1560 ));
 DATA(insert (	3580	varbit_minmax_ops		PGNSP PGUID 4080  1562 t 1562 ));
 DATA(insert (	3580	numeric_minmax_ops		PGNSP PGUID 4055  1700 t 1700 ));
+DATA(insert (	3580	numeric_bloom_ops		PGNSP PGUID 5045  1700 f 1700 ));
 /* no brin opclass for record, anyarray */
 DATA(insert (	3580	uuid_minmax_ops			PGNSP PGUID 4081  2950 t 2950 ));
+DATA(insert (	3580	uuid_bloom_ops			PGNSP PGUID 5046  2950 f 2950 ));
 DATA(insert (	3580	range_inclusion_ops		PGNSP PGUID 4103  3831 t 3831 ));
 DATA(insert (	3580	pg_lsn_minmax_ops		PGNSP PGUID 4082  3220 t 3220 ));
+DATA(insert (	3580	pg_lsn_bloom_ops		PGNSP PGUID 5047  3220 f 3220 ));
 /* no brin opclass for enum, tsvector, tsquery, jsonb */
 DATA(insert (	3580	box_inclusion_ops		PGNSP PGUID 4104   603 t 603 ));
 /* no brin opclass for the geometric types except box */
diff --git a/src/include/catalog/pg_opfamily.h b/src/include/catalog/pg_opfamily.h
index b544474..bc22ce3 100644
--- a/src/include/catalog/pg_opfamily.h
+++ b/src/include/catalog/pg_opfamily.h
@@ -160,30 +160,50 @@ DATA(insert OID = 4036 (	2742	jsonb_ops		PGNSP PGUID ));
 DATA(insert OID = 4037 (	2742	jsonb_path_ops	PGNSP PGUID ));
 
 DATA(insert OID = 4054 (	3580	integer_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5024 (	3580	integer_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4055 (	3580	numeric_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5045 (	3580	numeric_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4056 (	3580	text_minmax_ops			PGNSP PGUID ));
+DATA(insert OID = 5027 (	3580	text_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4058 (	3580	timetz_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5042 (	3580	timetz_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4059 (	3580	datetime_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5038 (	3580	datetime_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4062 (	3580	char_minmax_ops			PGNSP PGUID ));
+DATA(insert OID = 5022 (	3580	char_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4064 (	3580	bytea_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5021 (	3580	bytea_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4065 (	3580	name_minmax_ops			PGNSP PGUID ));
+DATA(insert OID = 5023 (	3580	name_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4068 (	3580	oid_minmax_ops			PGNSP PGUID ));
+DATA(insert OID = 5029 (	3580	oid_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4069 (	3580	tid_minmax_ops			PGNSP PGUID ));
 DATA(insert OID = 4070 (	3580	float_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5030 (	3580	float_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4072 (	3580	abstime_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5031 (	3580	abstime_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4073 (	3580	reltime_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5032 (	3580	reltime_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4074 (	3580	macaddr_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5033 (	3580	macaddr_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4109 (	3580	macaddr8_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5034 (	3580	macaddr8_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4075 (	3580	network_minmax_ops		PGNSP PGUID ));
 DATA(insert OID = 4102 (	3580	network_inclusion_ops	PGNSP PGUID ));
+DATA(insert OID = 5035 (	3580	network_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4076 (	3580	bpchar_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5036 (	3580	bpchar_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4077 (	3580	time_minmax_ops			PGNSP PGUID ));
+DATA(insert OID = 5037 (	3580	time_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4078 (	3580	interval_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5041 (	3580	interval_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4079 (	3580	bit_minmax_ops			PGNSP PGUID ));
 DATA(insert OID = 4080 (	3580	varbit_minmax_ops		PGNSP PGUID ));
 DATA(insert OID = 4081 (	3580	uuid_minmax_ops			PGNSP PGUID ));
+DATA(insert OID = 5046 (	3580	uuid_bloom_ops			PGNSP PGUID ));
 DATA(insert OID = 4103 (	3580	range_inclusion_ops		PGNSP PGUID ));
 DATA(insert OID = 4082 (	3580	pg_lsn_minmax_ops		PGNSP PGUID ));
+DATA(insert OID = 5047 (	3580	pg_lsn_bloom_ops		PGNSP PGUID ));
 DATA(insert OID = 4104 (	3580	box_inclusion_ops		PGNSP PGUID ));
 DATA(insert OID = 5000 (	4000	box_ops		PGNSP PGUID ));
 DATA(insert OID = 5008 (	4000	poly_ops				PGNSP PGUID ));
diff --git a/src/include/catalog/pg_proc.h b/src/include/catalog/pg_proc.h
index f01648c..7154e5e 100644
--- a/src/include/catalog/pg_proc.h
+++ b/src/include/catalog/pg_proc.h
@@ -4374,6 +4374,16 @@ DESCR("BRIN inclusion support");
 DATA(insert OID = 4108 ( brin_inclusion_union	PGNSP PGUID 12 1 0 0 0 f f f f t f i s 3 0 16 "2281 2281 2281" _null_ _null_ _null_ _null_ _null_ brin_inclusion_union _null_ _null_ _null_ ));
 DESCR("BRIN inclusion support");
 
+/* BRIN bloom */
+DATA(insert OID = 5017 ( brin_bloom_opcinfo		PGNSP PGUID 12 1 0 0 0 f f f f t f i s 1 0 2281 "2281" _null_ _null_ _null_ _null_ _null_ brin_bloom_opcinfo _null_ _null_ _null_ ));
+DESCR("BRIN bloom support");
+DATA(insert OID = 5018 ( brin_bloom_add_value	PGNSP PGUID 12 1 0 0 0 f f f f t f i s 4 0 16 "2281 2281 2281 2281" _null_ _null_ _null_ _null_ _null_ brin_bloom_add_value _null_ _null_ _null_ ));
+DESCR("BRIN bloom support");
+DATA(insert OID = 5019 ( brin_bloom_consistent	PGNSP PGUID 12 1 0 0 0 f f f f t f i s 3 0 16 "2281 2281 2281" _null_ _null_ _null_ _null_ _null_ brin_bloom_consistent _null_ _null_ _null_ ));
+DESCR("BRIN bloom support");
+DATA(insert OID = 5020 ( brin_bloom_union		PGNSP PGUID 12 1 0 0 0 f f f f t f i s 3 0 16 "2281 2281 2281" _null_ _null_ _null_ _null_ _null_ brin_bloom_union _null_ _null_ _null_ ));
+DESCR("BRIN bloom support");
+
 /* userlock replacements */
 DATA(insert OID = 2880 (  pg_advisory_lock				PGNSP PGUID 12 1 0 0 0 f f f f t f v u 1 0 2278 "20" _null_ _null_ _null_ _null_ _null_ pg_advisory_lock_int8 _null_ _null_ _null_ ));
 DESCR("obtain exclusive advisory lock");
diff --git a/src/test/regress/expected/brin_bloom.out b/src/test/regress/expected/brin_bloom.out
new file mode 100644
index 0000000..ec6e27a
--- /dev/null
+++ b/src/test/regress/expected/brin_bloom.out
@@ -0,0 +1,438 @@
+CREATE TABLE brintest_bloom (byteacol bytea,
+	charcol "char",
+	namecol name,
+	int8col bigint,
+	int2col smallint,
+	int4col integer,
+	textcol text,
+	oidcol oid,
+	float4col real,
+	float8col double precision,
+	macaddrcol macaddr,
+	inetcol inet,
+	cidrcol cidr,
+	bpcharcol character,
+	datecol date,
+	timecol time without time zone,
+	timestampcol timestamp without time zone,
+	timestamptzcol timestamp with time zone,
+	intervalcol interval,
+	timetzcol time with time zone,
+	numericcol numeric,
+	uuidcol uuid,
+	lsncol pg_lsn
+) WITH (fillfactor=10);
+INSERT INTO brintest_bloom SELECT
+	repeat(stringu1, 8)::bytea,
+	substr(stringu1, 1, 1)::"char",
+	stringu1::name, 142857 * tenthous,
+	thousand,
+	twothousand,
+	repeat(stringu1, 8),
+	unique1::oid,
+	(four + 1.0)/(hundred+1),
+	odd::float8 / (tenthous + 1),
+	format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+	inet '10.2.3.4/24' + tenthous,
+	cidr '10.2.3/24' + tenthous,
+	substr(stringu1, 1, 1)::bpchar,
+	date '1995-08-15' + tenthous,
+	time '01:20:30' + thousand * interval '18.5 second',
+	timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+	timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+	justify_days(justify_hours(tenthous * interval '12 minutes')),
+	timetz '01:30:20+02' + hundred * interval '15 seconds',
+	tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+	format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+	format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 100;
+-- throw in some NULL's and different values
+INSERT INTO brintest_bloom (inetcol, cidrcol) SELECT
+	inet 'fe80::6e40:8ff:fea9:8c46' + tenthous,
+	cidr 'fe80::6e40:8ff:fea9:8c46' + tenthous
+FROM tenk1 ORDER BY thousand, tenthous LIMIT 25;
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+	byteacol bytea_bloom_ops,
+	charcol char_bloom_ops,
+	namecol name_bloom_ops,
+	int8col int8_bloom_ops,
+	int2col int2_bloom_ops,
+	int4col int4_bloom_ops,
+	textcol text_bloom_ops,
+	oidcol oid_bloom_ops,
+	float4col float4_bloom_ops,
+	float8col float8_bloom_ops,
+	macaddrcol macaddr_bloom_ops,
+	inetcol inet_bloom_ops,
+	cidrcol inet_bloom_ops,
+	bpcharcol bpchar_bloom_ops,
+	datecol date_bloom_ops,
+	timecol time_bloom_ops,
+	timestampcol timestamp_bloom_ops,
+	timestamptzcol timestamptz_bloom_ops,
+	intervalcol interval_bloom_ops,
+	timetzcol timetz_bloom_ops,
+	numericcol numeric_bloom_ops,
+	uuidcol uuid_bloom_ops,
+	lsncol pg_lsn_bloom_ops
+) with (pages_per_range = 1);
+CREATE TABLE brinopers_bloom (colname name, typ text,
+	op text[], value text[], matches int[],
+	check (cardinality(op) = cardinality(value)),
+	check (cardinality(op) = cardinality(matches)));
+INSERT INTO brinopers_bloom VALUES
+	('byteacol', 'bytea',
+	 '{=}',
+	 '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+	 '{1}'),
+	('charcol', '"char"',
+	 '{=}',
+	 '{M}',
+	 '{6}'),
+	('namecol', 'name',
+	 '{=}',
+	 '{MAAAAA}',
+	 '{2}'),
+	('int2col', 'int2',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int2col', 'int4',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int2col', 'int8',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int4col', 'int2',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int4col', 'int4',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int4col', 'int8',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int8col', 'int8',
+	 '{=}',
+	 '{1257141600}',
+	 '{1}'),
+	('textcol', 'text',
+	 '{=}',
+	 '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+	 '{1}'),
+	('oidcol', 'oid',
+	 '{=}',
+	 '{8800}',
+	 '{1}'),
+	('float4col', 'float4',
+	 '{=}',
+	 '{1}',
+	 '{4}'),
+	('float4col', 'float8',
+	 '{=}',
+	 '{1}',
+	 '{4}'),
+	('float8col', 'float4',
+	 '{=}',
+	 '{0}',
+	 '{1}'),
+	('float8col', 'float8',
+	 '{=}',
+	 '{0}',
+	 '{1}'),
+	('macaddrcol', 'macaddr',
+	 '{=}',
+	 '{2c:00:2d:00:16:00}',
+	 '{2}'),
+	('inetcol', 'inet',
+	 '{=}',
+	 '{10.2.14.231/24}',
+	 '{1}'),
+	('inetcol', 'cidr',
+	 '{=}',
+	 '{fe80::6e40:8ff:fea9:8c46}',
+	 '{1}'),
+	('cidrcol', 'inet',
+	 '{=}',
+	 '{10.2.14/24}',
+	 '{2}'),
+	('cidrcol', 'inet',
+	 '{=}',
+	 '{fe80::6e40:8ff:fea9:8c46}',
+	 '{1}'),
+	('cidrcol', 'cidr',
+	 '{=}',
+	 '{10.2.14/24}',
+	 '{2}'),
+	('cidrcol', 'cidr',
+	 '{=}',
+	 '{fe80::6e40:8ff:fea9:8c46}',
+	 '{1}'),
+	('bpcharcol', 'bpchar',
+	 '{=}',
+	 '{W}',
+	 '{6}'),
+	('datecol', 'date',
+	 '{=}',
+	 '{2009-12-01}',
+	 '{1}'),
+	('timecol', 'time',
+	 '{=}',
+	 '{02:28:57}',
+	 '{1}'),
+	('timestampcol', 'timestamp',
+	 '{=}',
+	 '{1964-03-24 19:26:45}',
+	 '{1}'),
+	('timestampcol', 'timestamptz',
+	 '{=}',
+	 '{1964-03-24 19:26:45}',
+	 '{1}'),
+	('timestamptzcol', 'timestamptz',
+	 '{=}',
+	 '{1972-10-19 09:00:00-07}',
+	 '{1}'),
+	('intervalcol', 'interval',
+	 '{=}',
+	 '{1 mons 13 days 12:24}',
+	 '{1}'),
+	('timetzcol', 'timetz',
+	 '{=}',
+	 '{01:35:50+02}',
+	 '{2}'),
+	('numericcol', 'numeric',
+	 '{=}',
+	 '{2268164.347826086956521739130434782609}',
+	 '{1}'),
+	('uuidcol', 'uuid',
+	 '{=}',
+	 '{52225222-5222-5222-5222-522252225222}',
+	 '{1}'),
+	('lsncol', 'pg_lsn',
+	 '{=, IS, IS NOT}',
+	 '{44/455222, NULL, NULL}',
+	 '{1, 25, 100}');
+DO $x$
+DECLARE
+	r record;
+	r2 record;
+	cond text;
+	idx_ctids tid[];
+	ss_ctids tid[];
+	count int;
+	plan_ok bool;
+	plan_line text;
+BEGIN
+	FOR r IN SELECT colname, oper, typ, value[ordinality], matches[ordinality] FROM brinopers_bloom, unnest(op) WITH ORDINALITY AS oper LOOP
+
+		-- prepare the condition
+		IF r.value IS NULL THEN
+			cond := format('%I %s %L', r.colname, r.oper, r.value);
+		ELSE
+			cond := format('%I %s %L::%s', r.colname, r.oper, r.value, r.typ);
+		END IF;
+
+		-- run the query using the brin index
+		SET enable_seqscan = 0;
+		SET enable_bitmapscan = 1;
+
+		plan_ok := false;
+		FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+			IF plan_line LIKE '%Bitmap Heap Scan on brintest_bloom%' THEN
+				plan_ok := true;
+			END IF;
+		END LOOP;
+		IF NOT plan_ok THEN
+			RAISE WARNING 'did not get bitmap indexscan plan for %', r;
+		END IF;
+
+		EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+			INTO idx_ctids;
+
+		-- run the query using a seqscan
+		SET enable_seqscan = 1;
+		SET enable_bitmapscan = 0;
+
+		plan_ok := false;
+		FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+			IF plan_line LIKE '%Seq Scan on brintest_bloom%' THEN
+				plan_ok := true;
+			END IF;
+		END LOOP;
+		IF NOT plan_ok THEN
+			RAISE WARNING 'did not get seqscan plan for %', r;
+		END IF;
+
+		EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+			INTO ss_ctids;
+
+		-- make sure both return the same results
+		count := array_length(idx_ctids, 1);
+
+		IF NOT (count = array_length(ss_ctids, 1) AND
+				idx_ctids @> ss_ctids AND
+				idx_ctids <@ ss_ctids) THEN
+			-- report the results of each scan to make the differences obvious
+			RAISE WARNING 'something not right in %: count %', r, count;
+			SET enable_seqscan = 1;
+			SET enable_bitmapscan = 0;
+			FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+				RAISE NOTICE 'seqscan: %', r2;
+			END LOOP;
+
+			SET enable_seqscan = 0;
+			SET enable_bitmapscan = 1;
+			FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+				RAISE NOTICE 'bitmapscan: %', r2;
+			END LOOP;
+		END IF;
+
+		-- make sure we found expected number of matches
+		IF count != r.matches THEN RAISE WARNING 'unexpected number of results % for %', count, r; END IF;
+	END LOOP;
+END;
+$x$;
+RESET enable_seqscan;
+RESET enable_bitmapscan;
+INSERT INTO brintest_bloom SELECT
+	repeat(stringu1, 42)::bytea,
+	substr(stringu1, 1, 1)::"char",
+	stringu1::name, 142857 * tenthous,
+	thousand,
+	twothousand,
+	repeat(stringu1, 42),
+	unique1::oid,
+	(four + 1.0)/(hundred+1),
+	odd::float8 / (tenthous + 1),
+	format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+	inet '10.2.3.4' + tenthous,
+	cidr '10.2.3/24' + tenthous,
+	substr(stringu1, 1, 1)::bpchar,
+	date '1995-08-15' + tenthous,
+	time '01:20:30' + thousand * interval '18.5 second',
+	timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+	timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+	justify_days(justify_hours(tenthous * interval '12 minutes')),
+	timetz '01:30:20' + hundred * interval '15 seconds',
+	tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+	format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+	format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 5 OFFSET 5;
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+ brin_desummarize_range 
+------------------------
+ 
+(1 row)
+
+VACUUM brintest_bloom;  -- force a summarization cycle in brinidx
+UPDATE brintest_bloom SET int8col = int8col * int4col;
+UPDATE brintest_bloom SET textcol = '' WHERE textcol IS NOT NULL;
+-- Tests for brin_summarize_new_values
+SELECT brin_summarize_new_values('brintest_bloom'); -- error, not an index
+ERROR:  "brintest_bloom" is not an index
+SELECT brin_summarize_new_values('tenk1_unique1'); -- error, not a BRIN index
+ERROR:  "tenk1_unique1" is not a BRIN index
+SELECT brin_summarize_new_values('brinidx_bloom'); -- ok, no change expected
+ brin_summarize_new_values 
+---------------------------
+                         0
+(1 row)
+
+-- Tests for brin_desummarize_range
+SELECT brin_desummarize_range('brinidx_bloom', -1); -- error, invalid range
+ERROR:  block number out of range: -1
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+ brin_desummarize_range 
+------------------------
+ 
+(1 row)
+
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+ brin_desummarize_range 
+------------------------
+ 
+(1 row)
+
+SELECT brin_desummarize_range('brinidx_bloom', 100000000);
+ brin_desummarize_range 
+------------------------
+ 
+(1 row)
+
+-- Test brin_summarize_range
+CREATE TABLE brin_summarize_bloom (
+    value int
+) WITH (fillfactor=10, autovacuum_enabled=false);
+CREATE INDEX brin_summarize_bloom_idx ON brin_summarize_bloom USING brin (value) WITH (pages_per_range=2);
+-- Fill a few pages
+DO $$
+DECLARE curtid tid;
+BEGIN
+  LOOP
+    INSERT INTO brin_summarize_bloom VALUES (1) RETURNING ctid INTO curtid;
+    EXIT WHEN curtid > tid '(2, 0)';
+  END LOOP;
+END;
+$$;
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 0);
+ brin_summarize_range 
+----------------------
+                    0
+(1 row)
+
+-- nothing: already summarized
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 1);
+ brin_summarize_range 
+----------------------
+                    0
+(1 row)
+
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 2);
+ brin_summarize_range 
+----------------------
+                    1
+(1 row)
+
+-- nothing: page doesn't exist in table
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967295);
+ brin_summarize_range 
+----------------------
+                    0
+(1 row)
+
+-- invalid block number values
+SELECT brin_summarize_range('brin_summarize_bloom_idx', -1);
+ERROR:  block number out of range: -1
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967296);
+ERROR:  block number out of range: 4294967296
+-- test brin cost estimates behave sanely based on correlation of values
+CREATE TABLE brin_test_bloom (a INT, b INT);
+INSERT INTO brin_test_bloom SELECT x/100,x%100 FROM generate_series(1,10000) x(x);
+CREATE INDEX brin_test_bloom_a_idx ON brin_test_bloom USING brin (a) WITH (pages_per_range = 2);
+CREATE INDEX brin_test_bloom_b_idx ON brin_test_bloom USING brin (b) WITH (pages_per_range = 2);
+VACUUM ANALYZE brin_test_bloom;
+-- Ensure brin index is used when columns are perfectly correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE a = 1;
+                    QUERY PLAN                    
+--------------------------------------------------
+ Bitmap Heap Scan on brin_test_bloom
+   Recheck Cond: (a = 1)
+   ->  Bitmap Index Scan on brin_test_bloom_a_idx
+         Index Cond: (a = 1)
+(4 rows)
+
+-- Ensure brin index is not used when values are not correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE b = 1;
+         QUERY PLAN          
+-----------------------------
+ Seq Scan on brin_test_bloom
+   Filter: (b = 1)
+(2 rows)
+
diff --git a/src/test/regress/expected/opr_sanity.out b/src/test/regress/expected/opr_sanity.out
index 684f7f2..91b2ecc 100644
--- a/src/test/regress/expected/opr_sanity.out
+++ b/src/test/regress/expected/opr_sanity.out
@@ -1819,6 +1819,7 @@ ORDER BY 1, 2, 3;
        2742 |           11 | ?&
        3580 |            1 | <
        3580 |            1 | <<
+       3580 |            1 | =
        3580 |            2 | &<
        3580 |            2 | <=
        3580 |            3 | &&
@@ -1880,7 +1881,7 @@ ORDER BY 1, 2, 3;
        4000 |           25 | <<=
        4000 |           26 | >>
        4000 |           27 | >>=
-(121 rows)
+(122 rows)
 
 -- Check that all opclass search operators have selectivity estimators.
 -- This is not absolutely required, but it seems a reasonable thing
diff --git a/src/test/regress/parallel_schedule b/src/test/regress/parallel_schedule
index ad9434f..149999d 100644
--- a/src/test/regress/parallel_schedule
+++ b/src/test/regress/parallel_schedule
@@ -84,7 +84,7 @@ test: select_into select_distinct select_distinct_on select_implicit select_havi
 # ----------
 # Another group of parallel tests
 # ----------
-test: brin gin gist spgist privileges init_privs security_label collate matview lock replica_identity rowsecurity object_address tablesample groupingsets drop_operator password
+test: brin brin_bloom gin gist spgist privileges init_privs security_label collate matview lock replica_identity rowsecurity object_address tablesample groupingsets drop_operator password
 
 # ----------
 # Another group of parallel tests
diff --git a/src/test/regress/serial_schedule b/src/test/regress/serial_schedule
index 27cd498..06c3488 100644
--- a/src/test/regress/serial_schedule
+++ b/src/test/regress/serial_schedule
@@ -106,6 +106,7 @@ test: delete
 test: namespace
 test: prepared_xacts
 test: brin
+test: brin_bloom
 test: gin
 test: gist
 test: spgist
diff --git a/src/test/regress/sql/brin_bloom.sql b/src/test/regress/sql/brin_bloom.sql
new file mode 100644
index 0000000..8b2c005
--- /dev/null
+++ b/src/test/regress/sql/brin_bloom.sql
@@ -0,0 +1,391 @@
+CREATE TABLE brintest_bloom (byteacol bytea,
+	charcol "char",
+	namecol name,
+	int8col bigint,
+	int2col smallint,
+	int4col integer,
+	textcol text,
+	oidcol oid,
+	float4col real,
+	float8col double precision,
+	macaddrcol macaddr,
+	inetcol inet,
+	cidrcol cidr,
+	bpcharcol character,
+	datecol date,
+	timecol time without time zone,
+	timestampcol timestamp without time zone,
+	timestamptzcol timestamp with time zone,
+	intervalcol interval,
+	timetzcol time with time zone,
+	numericcol numeric,
+	uuidcol uuid,
+	lsncol pg_lsn
+) WITH (fillfactor=10);
+
+INSERT INTO brintest_bloom SELECT
+	repeat(stringu1, 8)::bytea,
+	substr(stringu1, 1, 1)::"char",
+	stringu1::name, 142857 * tenthous,
+	thousand,
+	twothousand,
+	repeat(stringu1, 8),
+	unique1::oid,
+	(four + 1.0)/(hundred+1),
+	odd::float8 / (tenthous + 1),
+	format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+	inet '10.2.3.4/24' + tenthous,
+	cidr '10.2.3/24' + tenthous,
+	substr(stringu1, 1, 1)::bpchar,
+	date '1995-08-15' + tenthous,
+	time '01:20:30' + thousand * interval '18.5 second',
+	timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+	timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+	justify_days(justify_hours(tenthous * interval '12 minutes')),
+	timetz '01:30:20+02' + hundred * interval '15 seconds',
+	tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+	format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+	format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 100;
+
+-- throw in some NULL's and different values
+INSERT INTO brintest_bloom (inetcol, cidrcol) SELECT
+	inet 'fe80::6e40:8ff:fea9:8c46' + tenthous,
+	cidr 'fe80::6e40:8ff:fea9:8c46' + tenthous
+FROM tenk1 ORDER BY thousand, tenthous LIMIT 25;
+
+CREATE INDEX brinidx_bloom ON brintest_bloom USING brin (
+	byteacol bytea_bloom_ops,
+	charcol char_bloom_ops,
+	namecol name_bloom_ops,
+	int8col int8_bloom_ops,
+	int2col int2_bloom_ops,
+	int4col int4_bloom_ops,
+	textcol text_bloom_ops,
+	oidcol oid_bloom_ops,
+	float4col float4_bloom_ops,
+	float8col float8_bloom_ops,
+	macaddrcol macaddr_bloom_ops,
+	inetcol inet_bloom_ops,
+	cidrcol inet_bloom_ops,
+	bpcharcol bpchar_bloom_ops,
+	datecol date_bloom_ops,
+	timecol time_bloom_ops,
+	timestampcol timestamp_bloom_ops,
+	timestamptzcol timestamptz_bloom_ops,
+	intervalcol interval_bloom_ops,
+	timetzcol timetz_bloom_ops,
+	numericcol numeric_bloom_ops,
+	uuidcol uuid_bloom_ops,
+	lsncol pg_lsn_bloom_ops
+) with (pages_per_range = 1);
+
+CREATE TABLE brinopers_bloom (colname name, typ text,
+	op text[], value text[], matches int[],
+	check (cardinality(op) = cardinality(value)),
+	check (cardinality(op) = cardinality(matches)));
+
+INSERT INTO brinopers_bloom VALUES
+	('byteacol', 'bytea',
+	 '{=}',
+	 '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+	 '{1}'),
+	('charcol', '"char"',
+	 '{=}',
+	 '{M}',
+	 '{6}'),
+	('namecol', 'name',
+	 '{=}',
+	 '{MAAAAA}',
+	 '{2}'),
+	('int2col', 'int2',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int2col', 'int4',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int2col', 'int8',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int4col', 'int2',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int4col', 'int4',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int4col', 'int8',
+	 '{=}',
+	 '{800}',
+	 '{1}'),
+	('int8col', 'int8',
+	 '{=}',
+	 '{1257141600}',
+	 '{1}'),
+	('textcol', 'text',
+	 '{=}',
+	 '{BNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAABNAAAA}',
+	 '{1}'),
+	('oidcol', 'oid',
+	 '{=}',
+	 '{8800}',
+	 '{1}'),
+	('float4col', 'float4',
+	 '{=}',
+	 '{1}',
+	 '{4}'),
+	('float4col', 'float8',
+	 '{=}',
+	 '{1}',
+	 '{4}'),
+	('float8col', 'float4',
+	 '{=}',
+	 '{0}',
+	 '{1}'),
+	('float8col', 'float8',
+	 '{=}',
+	 '{0}',
+	 '{1}'),
+	('macaddrcol', 'macaddr',
+	 '{=}',
+	 '{2c:00:2d:00:16:00}',
+	 '{2}'),
+	('inetcol', 'inet',
+	 '{=}',
+	 '{10.2.14.231/24}',
+	 '{1}'),
+	('inetcol', 'cidr',
+	 '{=}',
+	 '{fe80::6e40:8ff:fea9:8c46}',
+	 '{1}'),
+	('cidrcol', 'inet',
+	 '{=}',
+	 '{10.2.14/24}',
+	 '{2}'),
+	('cidrcol', 'inet',
+	 '{=}',
+	 '{fe80::6e40:8ff:fea9:8c46}',
+	 '{1}'),
+	('cidrcol', 'cidr',
+	 '{=}',
+	 '{10.2.14/24}',
+	 '{2}'),
+	('cidrcol', 'cidr',
+	 '{=}',
+	 '{fe80::6e40:8ff:fea9:8c46}',
+	 '{1}'),
+	('bpcharcol', 'bpchar',
+	 '{=}',
+	 '{W}',
+	 '{6}'),
+	('datecol', 'date',
+	 '{=}',
+	 '{2009-12-01}',
+	 '{1}'),
+	('timecol', 'time',
+	 '{=}',
+	 '{02:28:57}',
+	 '{1}'),
+	('timestampcol', 'timestamp',
+	 '{=}',
+	 '{1964-03-24 19:26:45}',
+	 '{1}'),
+	('timestampcol', 'timestamptz',
+	 '{=}',
+	 '{1964-03-24 19:26:45}',
+	 '{1}'),
+	('timestamptzcol', 'timestamptz',
+	 '{=}',
+	 '{1972-10-19 09:00:00-07}',
+	 '{1}'),
+	('intervalcol', 'interval',
+	 '{=}',
+	 '{1 mons 13 days 12:24}',
+	 '{1}'),
+	('timetzcol', 'timetz',
+	 '{=}',
+	 '{01:35:50+02}',
+	 '{2}'),
+	('numericcol', 'numeric',
+	 '{=}',
+	 '{2268164.347826086956521739130434782609}',
+	 '{1}'),
+	('uuidcol', 'uuid',
+	 '{=}',
+	 '{52225222-5222-5222-5222-522252225222}',
+	 '{1}'),
+	('lsncol', 'pg_lsn',
+	 '{=, IS, IS NOT}',
+	 '{44/455222, NULL, NULL}',
+	 '{1, 25, 100}');
+
+DO $x$
+DECLARE
+	r record;
+	r2 record;
+	cond text;
+	idx_ctids tid[];
+	ss_ctids tid[];
+	count int;
+	plan_ok bool;
+	plan_line text;
+BEGIN
+	FOR r IN SELECT colname, oper, typ, value[ordinality], matches[ordinality] FROM brinopers_bloom, unnest(op) WITH ORDINALITY AS oper LOOP
+
+		-- prepare the condition
+		IF r.value IS NULL THEN
+			cond := format('%I %s %L', r.colname, r.oper, r.value);
+		ELSE
+			cond := format('%I %s %L::%s', r.colname, r.oper, r.value, r.typ);
+		END IF;
+
+		-- run the query using the brin index
+		SET enable_seqscan = 0;
+		SET enable_bitmapscan = 1;
+
+		plan_ok := false;
+		FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+			IF plan_line LIKE '%Bitmap Heap Scan on brintest_bloom%' THEN
+				plan_ok := true;
+			END IF;
+		END LOOP;
+		IF NOT plan_ok THEN
+			RAISE WARNING 'did not get bitmap indexscan plan for %', r;
+		END IF;
+
+		EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+			INTO idx_ctids;
+
+		-- run the query using a seqscan
+		SET enable_seqscan = 1;
+		SET enable_bitmapscan = 0;
+
+		plan_ok := false;
+		FOR plan_line IN EXECUTE format($y$EXPLAIN SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond) LOOP
+			IF plan_line LIKE '%Seq Scan on brintest_bloom%' THEN
+				plan_ok := true;
+			END IF;
+		END LOOP;
+		IF NOT plan_ok THEN
+			RAISE WARNING 'did not get seqscan plan for %', r;
+		END IF;
+
+		EXECUTE format($y$SELECT array_agg(ctid) FROM brintest_bloom WHERE %s $y$, cond)
+			INTO ss_ctids;
+
+		-- make sure both return the same results
+		count := array_length(idx_ctids, 1);
+
+		IF NOT (count = array_length(ss_ctids, 1) AND
+				idx_ctids @> ss_ctids AND
+				idx_ctids <@ ss_ctids) THEN
+			-- report the results of each scan to make the differences obvious
+			RAISE WARNING 'something not right in %: count %', r, count;
+			SET enable_seqscan = 1;
+			SET enable_bitmapscan = 0;
+			FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+				RAISE NOTICE 'seqscan: %', r2;
+			END LOOP;
+
+			SET enable_seqscan = 0;
+			SET enable_bitmapscan = 1;
+			FOR r2 IN EXECUTE 'SELECT ' || r.colname || ' FROM brintest_bloom WHERE ' || cond LOOP
+				RAISE NOTICE 'bitmapscan: %', r2;
+			END LOOP;
+		END IF;
+
+		-- make sure we found expected number of matches
+		IF count != r.matches THEN RAISE WARNING 'unexpected number of results % for %', count, r; END IF;
+	END LOOP;
+END;
+$x$;
+
+RESET enable_seqscan;
+RESET enable_bitmapscan;
+
+INSERT INTO brintest_bloom SELECT
+	repeat(stringu1, 42)::bytea,
+	substr(stringu1, 1, 1)::"char",
+	stringu1::name, 142857 * tenthous,
+	thousand,
+	twothousand,
+	repeat(stringu1, 42),
+	unique1::oid,
+	(four + 1.0)/(hundred+1),
+	odd::float8 / (tenthous + 1),
+	format('%s:00:%s:00:%s:00', to_hex(odd), to_hex(even), to_hex(hundred))::macaddr,
+	inet '10.2.3.4' + tenthous,
+	cidr '10.2.3/24' + tenthous,
+	substr(stringu1, 1, 1)::bpchar,
+	date '1995-08-15' + tenthous,
+	time '01:20:30' + thousand * interval '18.5 second',
+	timestamp '1942-07-23 03:05:09' + tenthous * interval '36.38 hours',
+	timestamptz '1972-10-10 03:00' + thousand * interval '1 hour',
+	justify_days(justify_hours(tenthous * interval '12 minutes')),
+	timetz '01:30:20' + hundred * interval '15 seconds',
+	tenthous::numeric(36,30) * fivethous * even / (hundred + 1),
+	format('%s%s-%s-%s-%s-%s%s%s', to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'), to_char(tenthous, 'FM0000'))::uuid,
+	format('%s/%s%s', odd, even, tenthous)::pg_lsn
+FROM tenk1 ORDER BY unique2 LIMIT 5 OFFSET 5;
+
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+VACUUM brintest_bloom;  -- force a summarization cycle in brinidx
+
+UPDATE brintest_bloom SET int8col = int8col * int4col;
+UPDATE brintest_bloom SET textcol = '' WHERE textcol IS NOT NULL;
+
+-- Tests for brin_summarize_new_values
+SELECT brin_summarize_new_values('brintest_bloom'); -- error, not an index
+SELECT brin_summarize_new_values('tenk1_unique1'); -- error, not a BRIN index
+SELECT brin_summarize_new_values('brinidx_bloom'); -- ok, no change expected
+
+-- Tests for brin_desummarize_range
+SELECT brin_desummarize_range('brinidx_bloom', -1); -- error, invalid range
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+SELECT brin_desummarize_range('brinidx_bloom', 0);
+SELECT brin_desummarize_range('brinidx_bloom', 100000000);
+
+-- Test brin_summarize_range
+CREATE TABLE brin_summarize_bloom (
+    value int
+) WITH (fillfactor=10, autovacuum_enabled=false);
+CREATE INDEX brin_summarize_bloom_idx ON brin_summarize_bloom USING brin (value) WITH (pages_per_range=2);
+-- Fill a few pages
+DO $$
+DECLARE curtid tid;
+BEGIN
+  LOOP
+    INSERT INTO brin_summarize_bloom VALUES (1) RETURNING ctid INTO curtid;
+    EXIT WHEN curtid > tid '(2, 0)';
+  END LOOP;
+END;
+$$;
+
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 0);
+-- nothing: already summarized
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 1);
+-- summarize one range
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 2);
+-- nothing: page doesn't exist in table
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967295);
+-- invalid block number values
+SELECT brin_summarize_range('brin_summarize_bloom_idx', -1);
+SELECT brin_summarize_range('brin_summarize_bloom_idx', 4294967296);
+
+
+-- test brin cost estimates behave sanely based on correlation of values
+CREATE TABLE brin_test_bloom (a INT, b INT);
+INSERT INTO brin_test_bloom SELECT x/100,x%100 FROM generate_series(1,10000) x(x);
+CREATE INDEX brin_test_bloom_a_idx ON brin_test_bloom USING brin (a) WITH (pages_per_range = 2);
+CREATE INDEX brin_test_bloom_b_idx ON brin_test_bloom USING brin (b) WITH (pages_per_range = 2);
+VACUUM ANALYZE brin_test_bloom;
+
+-- Ensure brin index is used when columns are perfectly correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE a = 1;
+-- Ensure brin index is not used when values are not correlated
+EXPLAIN (COSTS OFF) SELECT * FROM brin_test_bloom WHERE b = 1;
-- 
2.9.5

