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Author SHA1 Message Date
Andrew Kane
ece6ed7a0d Added concatenate operator for vectors 2024-03-17 15:49:38 -07:00
7 changed files with 46 additions and 311 deletions

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@@ -1,6 +1,6 @@
## 0.7.0 (unreleased) ## 0.7.0 (unreleased)
- Added subscript function for vectors - Added concatenate operator for vectors
## 0.6.2 (unreleased) ## 0.6.2 (unreleased)

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@@ -682,6 +682,7 @@ Operator | Description | Added
\+ | element-wise addition | \+ | element-wise addition |
\- | element-wise subtraction | \- | element-wise subtraction |
\* | element-wise multiplication | 0.5.0 \* | element-wise multiplication | 0.5.0
\|\| | concatenate | 0.7.0
<-> | Euclidean distance | <-> | Euclidean distance |
<#> | negative inner product | <#> | negative inner product |
<=> | cosine distance | <=> | cosine distance |

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@@ -1,7 +1,9 @@
-- complain if script is sourced in psql, rather than via CREATE EXTENSION -- complain if script is sourced in psql, rather than via CREATE EXTENSION
\echo Use "ALTER EXTENSION vector UPDATE TO '0.7.0'" to load this file. \quit \echo Use "ALTER EXTENSION vector UPDATE TO '0.7.0'" to load this file. \quit
CREATE FUNCTION vector_subscript(internal) RETURNS internal CREATE FUNCTION vector_concat(vector, vector) RETURNS vector
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE; AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
ALTER TYPE vector SET (SUBSCRIPT = vector_subscript); CREATE OPERATOR || (
LEFTARG = vector, RIGHTARG = vector, PROCEDURE = vector_concat
);

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@@ -20,16 +20,12 @@ CREATE FUNCTION vector_recv(internal, oid, integer) RETURNS vector
CREATE FUNCTION vector_send(vector) RETURNS bytea CREATE FUNCTION vector_send(vector) RETURNS bytea
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE; AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE FUNCTION vector_subscript(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE TYPE vector ( CREATE TYPE vector (
INPUT = vector_in, INPUT = vector_in,
OUTPUT = vector_out, OUTPUT = vector_out,
TYPMOD_IN = vector_typmod_in, TYPMOD_IN = vector_typmod_in,
RECEIVE = vector_recv, RECEIVE = vector_recv,
SEND = vector_send, SEND = vector_send,
SUBSCRIPT = vector_subscript,
STORAGE = external STORAGE = external
); );
@@ -103,6 +99,9 @@ CREATE FUNCTION vector_avg(double precision[]) RETURNS vector
CREATE FUNCTION vector_combine(double precision[], double precision[]) RETURNS double precision[] CREATE FUNCTION vector_combine(double precision[], double precision[]) RETURNS double precision[]
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE; AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE FUNCTION vector_concat(vector, vector) RETURNS vector
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
-- aggregates -- aggregates
CREATE AGGREGATE avg(vector) ( CREATE AGGREGATE avg(vector) (
@@ -228,6 +227,10 @@ CREATE OPERATOR > (
RESTRICT = scalargtsel, JOIN = scalargtjoinsel RESTRICT = scalargtsel, JOIN = scalargtjoinsel
); );
CREATE OPERATOR || (
LEFTARG = vector, RIGHTARG = vector, PROCEDURE = vector_concat
);
-- access methods -- access methods
CREATE FUNCTION ivfflathandler(internal) RETURNS index_am_handler CREATE FUNCTION ivfflathandler(internal) RETURNS index_am_handler

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@@ -4,18 +4,11 @@
#include "catalog/pg_type.h" #include "catalog/pg_type.h"
#include "common/shortest_dec.h" #include "common/shortest_dec.h"
#include "executor/execExpr.h"
#include "fmgr.h" #include "fmgr.h"
#include "hnsw.h" #include "hnsw.h"
#include "ivfflat.h" #include "ivfflat.h"
#include "lib/stringinfo.h" #include "lib/stringinfo.h"
#include "libpq/pqformat.h" #include "libpq/pqformat.h"
#include "nodes/makefuncs.h"
#include "nodes/nodeFuncs.h"
#include "nodes/subscripting.h"
#include "parser/parse_coerce.h"
#include "parser/parse_expr.h"
#include "parser/parse_node.h"
#include "port.h" /* for strtof() */ #include "port.h" /* for strtof() */
#include "utils/array.h" #include "utils/array.h"
#include "utils/builtins.h" #include "utils/builtins.h"
@@ -425,180 +418,6 @@ vector_send(PG_FUNCTION_ARGS)
PG_RETURN_BYTEA_P(pq_endtypsend(&buf)); PG_RETURN_BYTEA_P(pq_endtypsend(&buf));
} }
/*
* Transform the subscript expressions
*/
static void
vector_subscript_transform(SubscriptingRef *sbsref, List *indirection, ParseState *pstate, bool isSlice, bool isAssignment)
{
A_Indices *ai;
Node *subexpr;
if (list_length(indirection) != 1)
ereport(ERROR,
(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
errmsg("vector allows only one subscript"),
parser_errposition(pstate,
exprLocation((Node *) indirection))));
ai = linitial_node(A_Indices, indirection);
if (isSlice)
{
if (ai->lidx)
{
subexpr = transformExpr(pstate, ai->lidx, pstate->p_expr_kind);
/* If it's not int4 already, try to coerce */
subexpr = coerce_to_target_type(pstate,
subexpr, exprType(subexpr),
INT4OID, -1,
COERCION_ASSIGNMENT,
COERCE_IMPLICIT_CAST,
-1);
if (subexpr == NULL)
ereport(ERROR,
(errcode(ERRCODE_DATATYPE_MISMATCH),
errmsg("vector subscript must have type integer"),
parser_errposition(pstate, exprLocation(ai->lidx))));
}
else if (!ai->is_slice)
{
/* Make a constant 1 */
subexpr = (Node *) makeConst(INT4OID,
-1,
InvalidOid,
sizeof(int32),
Int32GetDatum(1),
false,
true); /* pass by value */
}
else
{
/* Slice with omitted lower bound, put NULL into the list */
subexpr = NULL;
}
sbsref->reflowerindexpr = list_make1(subexpr);
}
else
Assert(ai->lidx == NULL && !ai->is_slice);
if (ai->uidx)
{
subexpr = transformExpr(pstate, ai->uidx, pstate->p_expr_kind);
/* If it's not int4 already, try to coerce */
subexpr = coerce_to_target_type(pstate,
subexpr, exprType(subexpr),
INT4OID, -1,
COERCION_ASSIGNMENT,
COERCE_IMPLICIT_CAST,
-1);
if (subexpr == NULL)
ereport(ERROR,
(errcode(ERRCODE_DATATYPE_MISMATCH),
errmsg("array subscript must have type integer"),
parser_errposition(pstate, exprLocation(ai->uidx))));
}
else
{
/* Slice with omitted upper bound, put NULL into the list */
Assert(isSlice && ai->is_slice);
subexpr = NULL;
}
sbsref->refupperindexpr = list_make1(subexpr);
if (isSlice)
sbsref->refrestype = sbsref->refcontainertype;
else
sbsref->refrestype = FLOAT4OID;
}
/*
* Fetch a vector element
*/
static void
vector_subscript_fetch(ExprState *state, ExprEvalStep *op, ExprContext *econtext)
{
SubscriptingRefState *sbsrefstate = op->d.sbsref.state;
Vector *vec = DatumGetVector(*op->resvalue);
int index = DatumGetInt32(sbsrefstate->upperindex[0]);
if (index < 1 || index > vec->dim)
*op->resnull = true;
else
*op->resvalue = Float4GetDatum(vec->x[index - 1]);
}
/*
* Fetch a vector slice
*/
static void
vector_subscript_fetch_slice(ExprState *state, ExprEvalStep *op, ExprContext *econtext)
{
SubscriptingRefState *sbsrefstate = op->d.sbsref.state;
if (sbsrefstate->upperprovided[0] && sbsrefstate->upperindexnull[0])
*op->resnull = true;
else if (sbsrefstate->lowerprovided[0] && sbsrefstate->lowerindexnull[0])
*op->resnull = true;
else
{
Vector *vec = DatumGetVector(*op->resvalue);
int upperindex = sbsrefstate->upperprovided[0] ? DatumGetInt32(sbsrefstate->upperindex[0]) : vec->dim;
int lowerindex = sbsrefstate->lowerprovided[0] ? DatumGetInt32(sbsrefstate->lowerindex[0]) : 1;
int dim;
Vector *result;
if (upperindex > vec->dim)
upperindex = vec->dim;
if (lowerindex < 1)
lowerindex = 1;
dim = upperindex - lowerindex + 1;
CheckDim(dim);
result = InitVector(dim);
for (int i = 0; i < dim; i++)
result->x[i] = vec->x[lowerindex + i - 1];
*op->resvalue = PointerGetDatum(result);
}
}
/*
* Set up execution state for a vector subscript operation
*/
static void
vector_exec_setup(const SubscriptingRef *sbsref, SubscriptingRefState *sbsrefstate, SubscriptExecSteps *methods)
{
methods->sbs_check_subscripts = NULL;
if (sbsrefstate->numlower != 0)
methods->sbs_fetch = vector_subscript_fetch_slice;
else
methods->sbs_fetch = vector_subscript_fetch;
methods->sbs_assign = NULL;
methods->sbs_fetch_old = NULL;
}
/*
* Subscript handler
*/
PGDLLEXPORT PG_FUNCTION_INFO_V1(vector_subscript);
Datum
vector_subscript(PG_FUNCTION_ARGS)
{
static const SubscriptRoutines sbsroutines = {
.transform = vector_subscript_transform,
.exec_setup = vector_exec_setup,
.fetch_strict = true, /* fetch returns NULL for NULL inputs */
.fetch_leakproof = true, /* fetch returns NULL for bad subscript */
.store_leakproof = false /* ... but assignment throws error */
};
PG_RETURN_POINTER(&sbsroutines);
}
/* /*
* Convert vector to vector * Convert vector to vector
* This is needed to check the type modifier * This is needed to check the type modifier
@@ -1341,3 +1160,28 @@ vector_avg(PG_FUNCTION_ARGS)
PG_RETURN_POINTER(result); PG_RETURN_POINTER(result);
} }
/*
* Concat vectors
*/
PGDLLEXPORT PG_FUNCTION_INFO_V1(vector_concat);
Datum
vector_concat(PG_FUNCTION_ARGS)
{
Vector *a = PG_GETARG_VECTOR_P(0);
Vector *b = PG_GETARG_VECTOR_P(1);
Vector *result;
int dim = a->dim + b->dim;
CheckDim(dim);
result = InitVector(dim);
for (int i = 0; i < a->dim; i++)
result->x[i] = a->x[i];
for (int i = 0; i < b->dim; i++)
result->x[i + a->dim] = b->x[i];
PG_RETURN_POINTER(result);
}

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@@ -24,112 +24,14 @@ SELECT '[1e37]'::vector * '[1e37]';
ERROR: value out of range: overflow ERROR: value out of range: overflow
SELECT '[1e-37]'::vector * '[1e-37]'; SELECT '[1e-37]'::vector * '[1e-37]';
ERROR: value out of range: underflow ERROR: value out of range: underflow
SELECT ('[1,2,3]'::vector)[0]; SELECT '[1,2,3]'::vector || '[4,5]'::vector;
vector ?column?
-------- -------------
[1,2,3,4,5]
(1 row) (1 row)
SELECT ('[1,2,3]'::vector)[1]; SELECT array_fill(0, ARRAY[16000])::vector || '[1]'::vector;
vector ERROR: vector cannot have more than 16000 dimensions
--------
1
(1 row)
SELECT ('[1,2,3]'::vector)[2];
vector
--------
2
(1 row)
SELECT ('[1,2,3]'::vector)[3];
vector
--------
3
(1 row)
SELECT ('[1,2,3]'::vector)[4];
vector
--------
(1 row)
SELECT ('[1,2,3]'::vector)[1:1];
vector
--------
[1]
(1 row)
SELECT ('[1,2,3]'::vector)[1:2];
vector
--------
[1,2]
(1 row)
SELECT ('[1,2,3]'::vector)[2:4];
vector
--------
[2,3]
(1 row)
SELECT ('[1,2,3]'::vector)[-2:2];
vector
--------
[1,2]
(1 row)
SELECT ('[1,2,3]'::vector)[2:1];
ERROR: vector must have at least 1 dimension
SELECT ('[1,2,3]'::vector)[:];
vector
---------
[1,2,3]
(1 row)
SELECT ('[1,2,3]'::vector)[:2];
vector
--------
[1,2]
(1 row)
SELECT ('[1,2,3]'::vector)[2:];
vector
--------
[2,3]
(1 row)
SELECT ('[1,2,3]'::vector)[:4];
vector
---------
[1,2,3]
(1 row)
SELECT ('[1,2,3]'::vector)[-2:];
vector
---------
[1,2,3]
(1 row)
SELECT ('[1,2,3]'::vector)[NULL];
vector
--------
(1 row)
SELECT ('[1,2,3]'::vector)[NULL:2];
vector
--------
(1 row)
SELECT ('[1,2,3]'::vector)[2:NULL];
vector
--------
(1 row)
SELECT ('[1,2,3]'::vector)[1][1];
ERROR: vector allows only one subscript
SELECT '[1,2,3]'::vector = '[1,2,3]'; SELECT '[1,2,3]'::vector = '[1,2,3]';
?column? ?column?
---------- ----------

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@@ -6,25 +6,8 @@ SELECT '[1,2,3]'::vector * '[4,5,6]';
SELECT '[1e37]'::vector * '[1e37]'; SELECT '[1e37]'::vector * '[1e37]';
SELECT '[1e-37]'::vector * '[1e-37]'; SELECT '[1e-37]'::vector * '[1e-37]';
SELECT ('[1,2,3]'::vector)[0]; SELECT '[1,2,3]'::vector || '[4,5]'::vector;
SELECT ('[1,2,3]'::vector)[1]; SELECT array_fill(0, ARRAY[16000])::vector || '[1]'::vector;
SELECT ('[1,2,3]'::vector)[2];
SELECT ('[1,2,3]'::vector)[3];
SELECT ('[1,2,3]'::vector)[4];
SELECT ('[1,2,3]'::vector)[1:1];
SELECT ('[1,2,3]'::vector)[1:2];
SELECT ('[1,2,3]'::vector)[2:4];
SELECT ('[1,2,3]'::vector)[-2:2];
SELECT ('[1,2,3]'::vector)[2:1];
SELECT ('[1,2,3]'::vector)[:];
SELECT ('[1,2,3]'::vector)[:2];
SELECT ('[1,2,3]'::vector)[2:];
SELECT ('[1,2,3]'::vector)[:4];
SELECT ('[1,2,3]'::vector)[-2:];
SELECT ('[1,2,3]'::vector)[NULL];
SELECT ('[1,2,3]'::vector)[NULL:2];
SELECT ('[1,2,3]'::vector)[2:NULL];
SELECT ('[1,2,3]'::vector)[1][1];
SELECT '[1,2,3]'::vector = '[1,2,3]'; SELECT '[1,2,3]'::vector = '[1,2,3]';
SELECT '[1,2,3]'::vector = '[1,2]'; SELECT '[1,2,3]'::vector = '[1,2]';