mirror of
https://github.com/pgvector/pgvector.git
synced 2026-07-22 03:57:34 +08:00
Compare commits
7 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
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cab9da72c0 | ||
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d702ee31f2 | ||
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9ed39fb94b | ||
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b7e680d41a | ||
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f5841f07fd | ||
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35ab919bf5 | ||
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5c08be0291 |
10
.github/workflows/build.yml
vendored
10
.github/workflows/build.yml
vendored
@@ -23,7 +23,7 @@ jobs:
|
||||
- postgres: 13
|
||||
os: ubuntu-22.04
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
- uses: actions/checkout@v6
|
||||
- uses: ankane/setup-postgres@v1
|
||||
with:
|
||||
postgres-version: ${{ matrix.postgres }}
|
||||
@@ -53,7 +53,7 @@ jobs:
|
||||
- postgres: 14
|
||||
os: macos-15-intel
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
- uses: actions/checkout@v6
|
||||
- uses: ankane/setup-postgres@v1
|
||||
with:
|
||||
postgres-version: ${{ matrix.postgres }}
|
||||
@@ -72,7 +72,7 @@ jobs:
|
||||
tar xf $TAG.tar.gz
|
||||
mv postgres-$TAG postgres
|
||||
env:
|
||||
TAG: ${{ matrix.postgres == 18 && 'REL_18_0' || 'REL_14_19' }}
|
||||
TAG: ${{ matrix.postgres == 18 && 'REL_18_2' || 'REL_14_21' }}
|
||||
- run: make prove_installcheck PROVE_FLAGS="-I ./postgres/src/test/perl -I ./test/perl"
|
||||
env:
|
||||
PERL5LIB: /Users/runner/perl5/lib/perl5
|
||||
@@ -92,7 +92,7 @@ jobs:
|
||||
- postgres: 14
|
||||
os: windows-2022
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
- uses: actions/checkout@v6
|
||||
- uses: ankane/setup-postgres@v1
|
||||
with:
|
||||
postgres-version: ${{ matrix.postgres }}
|
||||
@@ -133,7 +133,7 @@ jobs:
|
||||
if: ${{ !startsWith(github.ref_name, 'mac') && !startsWith(github.ref_name, 'windows') }}
|
||||
runs-on: ubuntu-latest
|
||||
steps:
|
||||
- uses: actions/checkout@v5
|
||||
- uses: actions/checkout@v6
|
||||
- uses: ankane/setup-postgres-valgrind@v1
|
||||
with:
|
||||
postgres-version: 18
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
## 0.8.2 (unreleased)
|
||||
## 0.8.2 (2026-02-25)
|
||||
|
||||
- Fixed buffer overflow with parallel HNSW index build
|
||||
- Improved `install` target on Windows
|
||||
- Fixed `Index Searches` in `EXPLAIN` output for Postgres 18
|
||||
|
||||
|
||||
@@ -5,7 +5,7 @@ ARG DEBIAN_CODENAME=bookworm
|
||||
FROM postgres:$PG_MAJOR-$DEBIAN_CODENAME
|
||||
ARG PG_MAJOR
|
||||
|
||||
ADD https://github.com/pgvector/pgvector.git#v0.8.1 /tmp/pgvector
|
||||
ADD https://github.com/pgvector/pgvector.git#v0.8.2 /tmp/pgvector
|
||||
|
||||
RUN apt-get update && \
|
||||
apt-mark hold locales && \
|
||||
|
||||
@@ -2,7 +2,7 @@
|
||||
"name": "vector",
|
||||
"abstract": "Open-source vector similarity search for Postgres",
|
||||
"description": "Supports L2 distance, inner product, and cosine distance",
|
||||
"version": "0.8.1",
|
||||
"version": "0.8.2",
|
||||
"maintainer": [
|
||||
"Andrew Kane <andrew@ankane.org>"
|
||||
],
|
||||
@@ -20,7 +20,7 @@
|
||||
"vector": {
|
||||
"file": "sql/vector.sql",
|
||||
"docfile": "README.md",
|
||||
"version": "0.8.1",
|
||||
"version": "0.8.2",
|
||||
"abstract": "Open-source vector similarity search for Postgres"
|
||||
}
|
||||
},
|
||||
|
||||
2
Makefile
2
Makefile
@@ -1,5 +1,5 @@
|
||||
EXTENSION = vector
|
||||
EXTVERSION = 0.8.1
|
||||
EXTVERSION = 0.8.2
|
||||
|
||||
MODULE_big = vector
|
||||
DATA = $(wildcard sql/*--*--*.sql)
|
||||
|
||||
@@ -1,5 +1,5 @@
|
||||
EXTENSION = vector
|
||||
EXTVERSION = 0.8.1
|
||||
EXTVERSION = 0.8.2
|
||||
|
||||
DATA_built = sql\$(EXTENSION)--$(EXTVERSION).sql
|
||||
OBJS = src\bitutils.obj src\bitvec.obj src\halfutils.obj src\halfvec.obj src\hnsw.obj src\hnswbuild.obj src\hnswinsert.obj src\hnswscan.obj src\hnswutils.obj src\hnswvacuum.obj src\ivfbuild.obj src\ivfflat.obj src\ivfinsert.obj src\ivfkmeans.obj src\ivfscan.obj src\ivfutils.obj src\ivfvacuum.obj src\sparsevec.obj src\vector.obj
|
||||
|
||||
30
README.md
30
README.md
@@ -21,7 +21,7 @@ Compile and install the extension (supports Postgres 13+)
|
||||
|
||||
```sh
|
||||
cd /tmp
|
||||
git clone --branch v0.8.1 https://github.com/pgvector/pgvector.git
|
||||
git clone --branch v0.8.2 https://github.com/pgvector/pgvector.git
|
||||
cd pgvector
|
||||
make
|
||||
make install # may need sudo
|
||||
@@ -38,7 +38,7 @@ Ensure [C++ support in Visual Studio](https://learn.microsoft.com/en-us/cpp/buil
|
||||
```cmd
|
||||
set "PGROOT=C:\Program Files\PostgreSQL\18"
|
||||
cd %TEMP%
|
||||
git clone --branch v0.8.1 https://github.com/pgvector/pgvector.git
|
||||
git clone --branch v0.8.2 https://github.com/pgvector/pgvector.git
|
||||
cd pgvector
|
||||
nmake /F Makefile.win
|
||||
nmake /F Makefile.win install
|
||||
@@ -1152,23 +1152,23 @@ This adds pgvector to the [Postgres image](https://hub.docker.com/_/postgres) (r
|
||||
|
||||
Supported tags are:
|
||||
|
||||
- `pg18-trixie`, `0.8.1-pg18-trixie`
|
||||
- `pg18-bookworm`, `0.8.1-pg18-bookworm`, `pg18`, `0.8.1-pg18`
|
||||
- `pg17-trixie`, `0.8.1-pg17-trixie`
|
||||
- `pg17-bookworm`, `0.8.1-pg17-bookworm`, `pg17`, `0.8.1-pg17`
|
||||
- `pg16-trixie`, `0.8.1-pg16-trixie`
|
||||
- `pg16-bookworm`, `0.8.1-pg16-bookworm`, `pg16`, `0.8.1-pg16`
|
||||
- `pg15-trixie`, `0.8.1-pg15-trixie`
|
||||
- `pg15-bookworm`, `0.8.1-pg15-bookworm`, `pg15`, `0.8.1-pg15`
|
||||
- `pg14-trixie`, `0.8.1-pg14-trixie`
|
||||
- `pg14-bookworm`, `0.8.1-pg14-bookworm`, `pg14`, `0.8.1-pg14`
|
||||
- `pg13-trixie`, `0.8.1-pg13-trixie`
|
||||
- `pg13-bookworm`, `0.8.1-pg13-bookworm`, `pg13`, `0.8.1-pg13`
|
||||
- `pg18-trixie`, `0.8.2-pg18-trixie`
|
||||
- `pg18-bookworm`, `0.8.2-pg18-bookworm`, `pg18`, `0.8.2-pg18`
|
||||
- `pg17-trixie`, `0.8.2-pg17-trixie`
|
||||
- `pg17-bookworm`, `0.8.2-pg17-bookworm`, `pg17`, `0.8.2-pg17`
|
||||
- `pg16-trixie`, `0.8.2-pg16-trixie`
|
||||
- `pg16-bookworm`, `0.8.2-pg16-bookworm`, `pg16`, `0.8.2-pg16`
|
||||
- `pg15-trixie`, `0.8.2-pg15-trixie`
|
||||
- `pg15-bookworm`, `0.8.2-pg15-bookworm`, `pg15`, `0.8.2-pg15`
|
||||
- `pg14-trixie`, `0.8.2-pg14-trixie`
|
||||
- `pg14-bookworm`, `0.8.2-pg14-bookworm`, `pg14`, `0.8.2-pg14`
|
||||
- `pg13-trixie`, `0.8.2-pg13-trixie`
|
||||
- `pg13-bookworm`, `0.8.2-pg13-bookworm`, `pg13`, `0.8.2-pg13`
|
||||
|
||||
You can also build the image manually:
|
||||
|
||||
```sh
|
||||
git clone --branch v0.8.1 https://github.com/pgvector/pgvector.git
|
||||
git clone --branch v0.8.2 https://github.com/pgvector/pgvector.git
|
||||
cd pgvector
|
||||
docker build --pull --build-arg PG_MAJOR=18 -t myuser/pgvector .
|
||||
```
|
||||
|
||||
2
sql/vector--0.8.1--0.8.2.sql
Normal file
2
sql/vector--0.8.1--0.8.2.sql
Normal file
@@ -0,0 +1,2 @@
|
||||
-- complain if script is sourced in psql, rather than via CREATE EXTENSION
|
||||
\echo Use "ALTER EXTENSION vector UPDATE TO '0.8.2'" to load this file. \quit
|
||||
59
src/hnsw.c
59
src/hnsw.c
@@ -266,6 +266,64 @@ FUNCTION_PREFIX PG_FUNCTION_INFO_V1(hnswhandler);
|
||||
Datum
|
||||
hnswhandler(PG_FUNCTION_ARGS)
|
||||
{
|
||||
#if PG_VERSION_NUM >= 190000
|
||||
static const IndexAmRoutine amroutine = {
|
||||
.type = T_IndexAmRoutine,
|
||||
.amstrategies = 0,
|
||||
.amsupport = 3,
|
||||
.amoptsprocnum = 0,
|
||||
.amcanorder = false,
|
||||
.amcanorderbyop = true,
|
||||
.amcanhash = false,
|
||||
.amconsistentequality = false,
|
||||
.amconsistentordering = false,
|
||||
.amcanbackward = false,
|
||||
.amcanunique = false,
|
||||
.amcanmulticol = false,
|
||||
.amoptionalkey = true,
|
||||
.amsearcharray = false,
|
||||
.amsearchnulls = false,
|
||||
.amstorage = false,
|
||||
.amclusterable = false,
|
||||
.ampredlocks = false,
|
||||
.amcanparallel = false,
|
||||
.amcanbuildparallel = true,
|
||||
.amcaninclude = false,
|
||||
.amusemaintenanceworkmem = false,
|
||||
.amsummarizing = false,
|
||||
.amparallelvacuumoptions = VACUUM_OPTION_PARALLEL_BULKDEL,
|
||||
.amkeytype = InvalidOid,
|
||||
|
||||
.ambuild = hnswbuild,
|
||||
.ambuildempty = hnswbuildempty,
|
||||
.aminsert = hnswinsert,
|
||||
.aminsertcleanup = NULL,
|
||||
.ambulkdelete = hnswbulkdelete,
|
||||
.amvacuumcleanup = hnswvacuumcleanup,
|
||||
.amcanreturn = NULL,
|
||||
.amcostestimate = hnswcostestimate,
|
||||
.amgettreeheight = NULL,
|
||||
.amoptions = hnswoptions,
|
||||
.amproperty = NULL,
|
||||
.ambuildphasename = hnswbuildphasename,
|
||||
.amvalidate = hnswvalidate,
|
||||
.amadjustmembers = NULL,
|
||||
.ambeginscan = hnswbeginscan,
|
||||
.amrescan = hnswrescan,
|
||||
.amgettuple = hnswgettuple,
|
||||
.amgetbitmap = NULL,
|
||||
.amendscan = hnswendscan,
|
||||
.ammarkpos = NULL,
|
||||
.amrestrpos = NULL,
|
||||
.amestimateparallelscan = NULL,
|
||||
.aminitparallelscan = NULL,
|
||||
.amparallelrescan = NULL,
|
||||
.amtranslatestrategy = NULL,
|
||||
.amtranslatecmptype = NULL,
|
||||
};
|
||||
|
||||
PG_RETURN_POINTER(&amroutine);
|
||||
#else
|
||||
IndexAmRoutine *amroutine = makeNode(IndexAmRoutine);
|
||||
|
||||
amroutine->amstrategies = 0;
|
||||
@@ -339,4 +397,5 @@ hnswhandler(PG_FUNCTION_ARGS)
|
||||
#endif
|
||||
|
||||
PG_RETURN_POINTER(amroutine);
|
||||
#endif
|
||||
}
|
||||
|
||||
@@ -77,6 +77,8 @@
|
||||
#define PARALLEL_KEY_HNSW_AREA UINT64CONST(0xA000000000000002)
|
||||
#define PARALLEL_KEY_QUERY_TEXT UINT64CONST(0xA000000000000003)
|
||||
|
||||
#define HNSW_MAX_GRAPH_MEMORY (SIZE_MAX / 2)
|
||||
|
||||
/*
|
||||
* Create the metapage
|
||||
*/
|
||||
@@ -489,6 +491,7 @@ InsertTuple(Relation index, Datum *values, bool *isnull, ItemPointer heaptid, Hn
|
||||
LWLock *flushLock = &graph->flushLock;
|
||||
char *base = buildstate->hnswarea;
|
||||
Datum value;
|
||||
Size memoryMargin;
|
||||
|
||||
/* Form index value */
|
||||
if (!HnswFormIndexValue(&value, values, isnull, buildstate->typeInfo, support))
|
||||
@@ -497,6 +500,9 @@ InsertTuple(Relation index, Datum *values, bool *isnull, ItemPointer heaptid, Hn
|
||||
/* Get datum size */
|
||||
valueSize = VARSIZE_ANY(DatumGetPointer(value));
|
||||
|
||||
/* In a parallel build, add a margin so allocations never fail */
|
||||
memoryMargin = base == NULL ? 0 : 1024 * 1024;
|
||||
|
||||
/* Ensure graph not flushed when inserting */
|
||||
LWLockAcquire(flushLock, LW_SHARED);
|
||||
|
||||
@@ -518,7 +524,7 @@ InsertTuple(Relation index, Datum *values, bool *isnull, ItemPointer heaptid, Hn
|
||||
* Check that we have enough memory available for the new element now that
|
||||
* we have the allocator lock, and flush pages if needed.
|
||||
*/
|
||||
if (graph->memoryUsed >= graph->memoryTotal)
|
||||
if (graph->memoryUsed + memoryMargin >= graph->memoryTotal)
|
||||
{
|
||||
LWLockRelease(&graph->allocatorLock);
|
||||
|
||||
@@ -611,7 +617,7 @@ InitGraph(HnswGraph * graph, char *base, Size memoryTotal)
|
||||
HnswPtrStore(base, graph->head, (HnswElement) NULL);
|
||||
HnswPtrStore(base, graph->entryPoint, (HnswElement) NULL);
|
||||
graph->memoryUsed = 0;
|
||||
graph->memoryTotal = memoryTotal;
|
||||
graph->memoryTotal = Min(memoryTotal, HNSW_MAX_GRAPH_MEMORY);
|
||||
graph->flushed = false;
|
||||
graph->indtuples = 0;
|
||||
SpinLockInit(&graph->lock);
|
||||
@@ -652,9 +658,17 @@ static void *
|
||||
HnswSharedMemoryAlloc(Size size, void *state)
|
||||
{
|
||||
HnswBuildState *buildstate = (HnswBuildState *) state;
|
||||
void *chunk = buildstate->hnswarea + buildstate->graph->memoryUsed;
|
||||
Size alignedSize = MAXALIGN(size);
|
||||
void *chunk;
|
||||
|
||||
buildstate->graph->memoryUsed += MAXALIGN(size);
|
||||
if (alignedSize > 1024 * 1024)
|
||||
elog(ERROR, "hnsw allocation too large");
|
||||
|
||||
if (buildstate->graph->memoryUsed + alignedSize > buildstate->graph->memoryTotal)
|
||||
elog(ERROR, "hnsw allocator out of memory");
|
||||
|
||||
chunk = buildstate->hnswarea + buildstate->graph->memoryUsed;
|
||||
buildstate->graph->memoryUsed += alignedSize;
|
||||
return chunk;
|
||||
}
|
||||
|
||||
@@ -940,6 +954,8 @@ HnswBeginParallel(HnswBuildState * buildstate, bool isconcurrent, int request)
|
||||
if (esthnswarea > estother)
|
||||
esthnswarea -= estother;
|
||||
|
||||
esthnswarea = Min(esthnswarea, HNSW_MAX_GRAPH_MEMORY);
|
||||
|
||||
shm_toc_estimate_chunk(&pcxt->estimator, esthnswarea);
|
||||
shm_toc_estimate_keys(&pcxt->estimator, 2);
|
||||
|
||||
@@ -982,8 +998,7 @@ HnswBeginParallel(HnswBuildState * buildstate, bool isconcurrent, int request)
|
||||
snapshot);
|
||||
|
||||
hnswarea = (char *) shm_toc_allocate(pcxt->toc, esthnswarea);
|
||||
/* Report less than allocated so never fails */
|
||||
InitGraph(&hnswshared->graphData, hnswarea, esthnswarea - 1024 * 1024);
|
||||
InitGraph(&hnswshared->graphData, hnswarea, esthnswarea);
|
||||
|
||||
/*
|
||||
* Avoid base address for relptr for Postgres < 14.5
|
||||
|
||||
@@ -184,6 +184,64 @@ FUNCTION_PREFIX PG_FUNCTION_INFO_V1(ivfflathandler);
|
||||
Datum
|
||||
ivfflathandler(PG_FUNCTION_ARGS)
|
||||
{
|
||||
#if PG_VERSION_NUM >= 190000
|
||||
static const IndexAmRoutine amroutine = {
|
||||
.type = T_IndexAmRoutine,
|
||||
.amstrategies = 0,
|
||||
.amsupport = 5,
|
||||
.amoptsprocnum = 0,
|
||||
.amcanorder = false,
|
||||
.amcanorderbyop = true,
|
||||
.amcanhash = false,
|
||||
.amconsistentequality = false,
|
||||
.amconsistentordering = false,
|
||||
.amcanbackward = false,
|
||||
.amcanunique = false,
|
||||
.amcanmulticol = false,
|
||||
.amoptionalkey = true,
|
||||
.amsearcharray = false,
|
||||
.amsearchnulls = false,
|
||||
.amstorage = false,
|
||||
.amclusterable = false,
|
||||
.ampredlocks = false,
|
||||
.amcanparallel = false,
|
||||
.amcanbuildparallel = true,
|
||||
.amcaninclude = false,
|
||||
.amusemaintenanceworkmem = false,
|
||||
.amsummarizing = false,
|
||||
.amparallelvacuumoptions = VACUUM_OPTION_PARALLEL_BULKDEL,
|
||||
.amkeytype = InvalidOid,
|
||||
|
||||
.ambuild = ivfflatbuild,
|
||||
.ambuildempty = ivfflatbuildempty,
|
||||
.aminsert = ivfflatinsert,
|
||||
.aminsertcleanup = NULL,
|
||||
.ambulkdelete = ivfflatbulkdelete,
|
||||
.amvacuumcleanup = ivfflatvacuumcleanup,
|
||||
.amcanreturn = NULL,
|
||||
.amcostestimate = ivfflatcostestimate,
|
||||
.amgettreeheight = NULL,
|
||||
.amoptions = ivfflatoptions,
|
||||
.amproperty = NULL,
|
||||
.ambuildphasename = ivfflatbuildphasename,
|
||||
.amvalidate = ivfflatvalidate,
|
||||
.amadjustmembers = NULL,
|
||||
.ambeginscan = ivfflatbeginscan,
|
||||
.amrescan = ivfflatrescan,
|
||||
.amgettuple = ivfflatgettuple,
|
||||
.amgetbitmap = NULL,
|
||||
.amendscan = ivfflatendscan,
|
||||
.ammarkpos = NULL,
|
||||
.amrestrpos = NULL,
|
||||
.amestimateparallelscan = NULL,
|
||||
.aminitparallelscan = NULL,
|
||||
.amparallelrescan = NULL,
|
||||
.amtranslatestrategy = NULL,
|
||||
.amtranslatecmptype = NULL,
|
||||
};
|
||||
|
||||
PG_RETURN_POINTER(&amroutine);
|
||||
#else
|
||||
IndexAmRoutine *amroutine = makeNode(IndexAmRoutine);
|
||||
|
||||
amroutine->amstrategies = 0;
|
||||
@@ -257,4 +315,5 @@ ivfflathandler(PG_FUNCTION_ARGS)
|
||||
#endif
|
||||
|
||||
PG_RETURN_POINTER(amroutine);
|
||||
#endif
|
||||
}
|
||||
|
||||
@@ -40,7 +40,7 @@
|
||||
#endif
|
||||
|
||||
#if PG_VERSION_NUM >= 180000
|
||||
PG_MODULE_MAGIC_EXT(.name = "vector",.version = "0.8.1");
|
||||
PG_MODULE_MAGIC_EXT(.name = "vector",.version = "0.8.2");
|
||||
#else
|
||||
PG_MODULE_MAGIC;
|
||||
#endif
|
||||
|
||||
29
test/t/045_hnsw_low_memory_build.pl
Normal file
29
test/t/045_hnsw_low_memory_build.pl
Normal file
@@ -0,0 +1,29 @@
|
||||
use strict;
|
||||
use warnings FATAL => 'all';
|
||||
use PostgreSQL::Test::Cluster;
|
||||
use PostgreSQL::Test::Utils;
|
||||
use Test::More;
|
||||
|
||||
# Initialize node
|
||||
my $node = PostgreSQL::Test::Cluster->new('node');
|
||||
$node->init;
|
||||
$node->start;
|
||||
|
||||
# Create table
|
||||
$node->safe_psql("postgres", "CREATE EXTENSION vector;");
|
||||
$node->safe_psql("postgres", "CREATE TABLE tst (v vector(3));");
|
||||
$node->safe_psql("postgres",
|
||||
"INSERT INTO tst SELECT ARRAY[random(), random(), random()] FROM generate_series(1, 1000) i;"
|
||||
);
|
||||
|
||||
my ($ret, $stdout, $stderr) = $node->psql("postgres", qq(
|
||||
SET client_min_messages = DEBUG;
|
||||
SET maintenance_work_mem = '3073kB';
|
||||
ALTER TABLE tst SET (parallel_workers = 1);
|
||||
CREATE INDEX ON tst USING hnsw (v vector_l2_ops);
|
||||
));
|
||||
is($ret, 0, $stderr);
|
||||
like($stderr, qr/using \d+ parallel workers/);
|
||||
like($stderr, qr/hnsw graph no longer fits into maintenance_work_mem after 0 tuples/);
|
||||
|
||||
done_testing();
|
||||
@@ -1,4 +1,4 @@
|
||||
comment = 'vector data type and ivfflat and hnsw access methods'
|
||||
default_version = '0.8.1'
|
||||
default_version = '0.8.2'
|
||||
module_pathname = '$libdir/vector'
|
||||
relocatable = true
|
||||
|
||||
Reference in New Issue
Block a user