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1 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
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|
ece6ed7a0d |
@@ -1,6 +1,6 @@
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## 0.7.0 (unreleased)
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## 0.7.0 (unreleased)
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- Added subscript function for vectors
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- Added concatenate operator for vectors
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## 0.6.2 (unreleased)
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## 0.6.2 (unreleased)
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@@ -682,6 +682,7 @@ Operator | Description | Added
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\+ | element-wise addition |
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\+ | element-wise addition |
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\- | element-wise subtraction |
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\- | element-wise subtraction |
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\* | element-wise multiplication | 0.5.0
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\* | element-wise multiplication | 0.5.0
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\|\| | concatenate | 0.7.0
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<-> | Euclidean distance |
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<-> | Euclidean distance |
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<#> | negative inner product |
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<#> | negative inner product |
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<=> | cosine distance |
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<=> | cosine distance |
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@@ -1,7 +1,9 @@
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-- complain if script is sourced in psql, rather than via CREATE EXTENSION
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-- complain if script is sourced in psql, rather than via CREATE EXTENSION
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\echo Use "ALTER EXTENSION vector UPDATE TO '0.7.0'" to load this file. \quit
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\echo Use "ALTER EXTENSION vector UPDATE TO '0.7.0'" to load this file. \quit
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CREATE FUNCTION vector_subscript(internal) RETURNS internal
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CREATE FUNCTION vector_concat(vector, vector) RETURNS vector
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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ALTER TYPE vector SET (SUBSCRIPT = vector_subscript);
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CREATE OPERATOR || (
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LEFTARG = vector, RIGHTARG = vector, PROCEDURE = vector_concat
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);
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@@ -20,16 +20,12 @@ CREATE FUNCTION vector_recv(internal, oid, integer) RETURNS vector
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CREATE FUNCTION vector_send(vector) RETURNS bytea
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CREATE FUNCTION vector_send(vector) RETURNS bytea
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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CREATE FUNCTION vector_subscript(internal) RETURNS internal
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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CREATE TYPE vector (
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CREATE TYPE vector (
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INPUT = vector_in,
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INPUT = vector_in,
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OUTPUT = vector_out,
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OUTPUT = vector_out,
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TYPMOD_IN = vector_typmod_in,
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TYPMOD_IN = vector_typmod_in,
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RECEIVE = vector_recv,
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RECEIVE = vector_recv,
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SEND = vector_send,
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SEND = vector_send,
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SUBSCRIPT = vector_subscript,
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STORAGE = external
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STORAGE = external
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);
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);
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@@ -103,6 +99,9 @@ CREATE FUNCTION vector_avg(double precision[]) RETURNS vector
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CREATE FUNCTION vector_combine(double precision[], double precision[]) RETURNS double precision[]
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CREATE FUNCTION vector_combine(double precision[], double precision[]) RETURNS double precision[]
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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CREATE FUNCTION vector_concat(vector, vector) RETURNS vector
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AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
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-- aggregates
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-- aggregates
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CREATE AGGREGATE avg(vector) (
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CREATE AGGREGATE avg(vector) (
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@@ -228,6 +227,10 @@ CREATE OPERATOR > (
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RESTRICT = scalargtsel, JOIN = scalargtjoinsel
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RESTRICT = scalargtsel, JOIN = scalargtjoinsel
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);
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);
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CREATE OPERATOR || (
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LEFTARG = vector, RIGHTARG = vector, PROCEDURE = vector_concat
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);
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-- access methods
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-- access methods
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CREATE FUNCTION ivfflathandler(internal) RETURNS index_am_handler
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CREATE FUNCTION ivfflathandler(internal) RETURNS index_am_handler
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206
src/vector.c
206
src/vector.c
@@ -4,18 +4,11 @@
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#include "catalog/pg_type.h"
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#include "catalog/pg_type.h"
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#include "common/shortest_dec.h"
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#include "common/shortest_dec.h"
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#include "executor/execExpr.h"
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#include "fmgr.h"
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#include "fmgr.h"
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#include "hnsw.h"
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#include "hnsw.h"
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#include "ivfflat.h"
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#include "ivfflat.h"
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#include "lib/stringinfo.h"
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#include "lib/stringinfo.h"
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#include "libpq/pqformat.h"
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#include "libpq/pqformat.h"
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#include "nodes/makefuncs.h"
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#include "nodes/nodeFuncs.h"
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#include "nodes/subscripting.h"
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#include "parser/parse_coerce.h"
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#include "parser/parse_expr.h"
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#include "parser/parse_node.h"
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#include "port.h" /* for strtof() */
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#include "port.h" /* for strtof() */
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#include "utils/array.h"
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#include "utils/array.h"
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#include "utils/builtins.h"
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#include "utils/builtins.h"
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@@ -425,180 +418,6 @@ vector_send(PG_FUNCTION_ARGS)
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PG_RETURN_BYTEA_P(pq_endtypsend(&buf));
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PG_RETURN_BYTEA_P(pq_endtypsend(&buf));
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}
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}
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/*
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* Transform the subscript expressions
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*/
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static void
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vector_subscript_transform(SubscriptingRef *sbsref, List *indirection, ParseState *pstate, bool isSlice, bool isAssignment)
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{
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A_Indices *ai;
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Node *subexpr;
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if (list_length(indirection) != 1)
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ereport(ERROR,
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(errcode(ERRCODE_FEATURE_NOT_SUPPORTED),
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errmsg("vector allows only one subscript"),
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parser_errposition(pstate,
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exprLocation((Node *) indirection))));
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ai = linitial_node(A_Indices, indirection);
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if (isSlice)
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{
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if (ai->lidx)
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{
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subexpr = transformExpr(pstate, ai->lidx, pstate->p_expr_kind);
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/* If it's not int4 already, try to coerce */
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subexpr = coerce_to_target_type(pstate,
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subexpr, exprType(subexpr),
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INT4OID, -1,
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COERCION_ASSIGNMENT,
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COERCE_IMPLICIT_CAST,
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-1);
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if (subexpr == NULL)
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ereport(ERROR,
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(errcode(ERRCODE_DATATYPE_MISMATCH),
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errmsg("vector subscript must have type integer"),
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parser_errposition(pstate, exprLocation(ai->lidx))));
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}
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else if (!ai->is_slice)
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{
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/* Make a constant 1 */
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subexpr = (Node *) makeConst(INT4OID,
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-1,
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InvalidOid,
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sizeof(int32),
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Int32GetDatum(1),
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false,
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true); /* pass by value */
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}
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else
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{
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/* Slice with omitted lower bound, put NULL into the list */
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subexpr = NULL;
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}
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sbsref->reflowerindexpr = list_make1(subexpr);
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}
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else
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Assert(ai->lidx == NULL && !ai->is_slice);
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if (ai->uidx)
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{
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subexpr = transformExpr(pstate, ai->uidx, pstate->p_expr_kind);
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/* If it's not int4 already, try to coerce */
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subexpr = coerce_to_target_type(pstate,
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subexpr, exprType(subexpr),
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INT4OID, -1,
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COERCION_ASSIGNMENT,
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COERCE_IMPLICIT_CAST,
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-1);
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if (subexpr == NULL)
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ereport(ERROR,
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(errcode(ERRCODE_DATATYPE_MISMATCH),
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errmsg("array subscript must have type integer"),
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parser_errposition(pstate, exprLocation(ai->uidx))));
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}
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else
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{
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/* Slice with omitted upper bound, put NULL into the list */
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Assert(isSlice && ai->is_slice);
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subexpr = NULL;
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}
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sbsref->refupperindexpr = list_make1(subexpr);
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if (isSlice)
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sbsref->refrestype = sbsref->refcontainertype;
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else
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sbsref->refrestype = FLOAT4OID;
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}
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/*
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* Fetch a vector element
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*/
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static void
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vector_subscript_fetch(ExprState *state, ExprEvalStep *op, ExprContext *econtext)
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{
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SubscriptingRefState *sbsrefstate = op->d.sbsref.state;
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Vector *vec = DatumGetVector(*op->resvalue);
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int index = DatumGetInt32(sbsrefstate->upperindex[0]);
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if (index < 1 || index > vec->dim)
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*op->resnull = true;
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else
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*op->resvalue = Float4GetDatum(vec->x[index - 1]);
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}
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/*
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* Fetch a vector slice
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*/
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static void
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vector_subscript_fetch_slice(ExprState *state, ExprEvalStep *op, ExprContext *econtext)
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{
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SubscriptingRefState *sbsrefstate = op->d.sbsref.state;
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if (sbsrefstate->upperprovided[0] && sbsrefstate->upperindexnull[0])
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*op->resnull = true;
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else if (sbsrefstate->lowerprovided[0] && sbsrefstate->lowerindexnull[0])
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*op->resnull = true;
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else
|
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{
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Vector *vec = DatumGetVector(*op->resvalue);
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int upperindex = sbsrefstate->upperprovided[0] ? DatumGetInt32(sbsrefstate->upperindex[0]) : vec->dim;
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int lowerindex = sbsrefstate->lowerprovided[0] ? DatumGetInt32(sbsrefstate->lowerindex[0]) : 1;
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int dim;
|
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Vector *result;
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if (upperindex > vec->dim)
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upperindex = vec->dim;
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if (lowerindex < 1)
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lowerindex = 1;
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dim = upperindex - lowerindex + 1;
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CheckDim(dim);
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|
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result = InitVector(dim);
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for (int i = 0; i < dim; i++)
|
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result->x[i] = vec->x[lowerindex + i - 1];
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*op->resvalue = PointerGetDatum(result);
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}
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}
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/*
|
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* Set up execution state for a vector subscript operation
|
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*/
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static void
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vector_exec_setup(const SubscriptingRef *sbsref, SubscriptingRefState *sbsrefstate, SubscriptExecSteps *methods)
|
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{
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methods->sbs_check_subscripts = NULL;
|
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if (sbsrefstate->numlower != 0)
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methods->sbs_fetch = vector_subscript_fetch_slice;
|
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else
|
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methods->sbs_fetch = vector_subscript_fetch;
|
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methods->sbs_assign = NULL;
|
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methods->sbs_fetch_old = NULL;
|
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}
|
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|
|
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/*
|
|
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* Subscript handler
|
|
||||||
*/
|
|
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PGDLLEXPORT PG_FUNCTION_INFO_V1(vector_subscript);
|
|
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Datum
|
|
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vector_subscript(PG_FUNCTION_ARGS)
|
|
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{
|
|
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static const SubscriptRoutines sbsroutines = {
|
|
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.transform = vector_subscript_transform,
|
|
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.exec_setup = vector_exec_setup,
|
|
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.fetch_strict = true, /* fetch returns NULL for NULL inputs */
|
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.fetch_leakproof = true, /* fetch returns NULL for bad subscript */
|
|
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.store_leakproof = false /* ... but assignment throws error */
|
|
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};
|
|
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|
|
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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);
|
||||||
|
}
|
||||||
|
|||||||
@@ -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?
|
||||||
----------
|
----------
|
||||||
|
|||||||
@@ -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]';
|
||||||
|
|||||||
Reference in New Issue
Block a user