mirror of
https://github.com/pgvector/pgvector.git
synced 2026-06-06 14:01:31 +08:00
129 lines
4.9 KiB
SQL
129 lines
4.9 KiB
SQL
-- 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
|
|
|
|
CREATE TYPE halfvec;
|
|
|
|
CREATE FUNCTION halfvec_in(cstring, oid, integer) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_out(halfvec) RETURNS cstring
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_typmod_in(cstring[]) RETURNS integer
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_recv(internal, oid, integer) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_send(halfvec) RETURNS bytea
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE TYPE halfvec (
|
|
INPUT = halfvec_in,
|
|
OUTPUT = halfvec_out,
|
|
TYPMOD_IN = halfvec_typmod_in,
|
|
RECEIVE = halfvec_recv,
|
|
SEND = halfvec_send,
|
|
STORAGE = external
|
|
);
|
|
|
|
CREATE FUNCTION l2_distance(halfvec, halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME', 'halfvec_l2_distance' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION inner_product(halfvec, halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME', 'halfvec_inner_product' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION cosine_distance(halfvec, halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME', 'halfvec_cosine_distance' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION l1_distance(halfvec, halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME', 'halfvec_l1_distance' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_norm(halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_l2_squared_distance(halfvec, halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_negative_inner_product(halfvec, halfvec) RETURNS float8
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec(halfvec, integer, boolean) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION array_to_halfvec(integer[], integer, boolean) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION array_to_halfvec(real[], integer, boolean) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION array_to_halfvec(double precision[], integer, boolean) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION array_to_halfvec(numeric[], integer, boolean) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION halfvec_to_float4(halfvec, integer, boolean) RETURNS real[]
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE CAST (halfvec AS halfvec)
|
|
WITH FUNCTION halfvec(halfvec, integer, boolean) AS IMPLICIT;
|
|
|
|
CREATE CAST (halfvec AS real[])
|
|
WITH FUNCTION halfvec_to_float4(halfvec, integer, boolean) AS IMPLICIT;
|
|
|
|
CREATE CAST (integer[] AS halfvec)
|
|
WITH FUNCTION array_to_halfvec(integer[], integer, boolean) AS ASSIGNMENT;
|
|
|
|
CREATE CAST (real[] AS halfvec)
|
|
WITH FUNCTION array_to_halfvec(real[], integer, boolean) AS ASSIGNMENT;
|
|
|
|
CREATE CAST (double precision[] AS halfvec)
|
|
WITH FUNCTION array_to_halfvec(double precision[], integer, boolean) AS ASSIGNMENT;
|
|
|
|
CREATE CAST (numeric[] AS halfvec)
|
|
WITH FUNCTION array_to_halfvec(numeric[], integer, boolean) AS ASSIGNMENT;
|
|
|
|
CREATE OPERATOR <-> (
|
|
LEFTARG = halfvec, RIGHTARG = halfvec, PROCEDURE = l2_distance,
|
|
COMMUTATOR = '<->'
|
|
);
|
|
|
|
CREATE OPERATOR <#> (
|
|
LEFTARG = halfvec, RIGHTARG = halfvec, PROCEDURE = halfvec_negative_inner_product,
|
|
COMMUTATOR = '<#>'
|
|
);
|
|
|
|
CREATE OPERATOR <=> (
|
|
LEFTARG = halfvec, RIGHTARG = halfvec, PROCEDURE = cosine_distance,
|
|
COMMUTATOR = '<=>'
|
|
);
|
|
|
|
CREATE OPERATOR CLASS halfvec_l2_ops
|
|
FOR TYPE halfvec USING hnsw AS
|
|
OPERATOR 1 <-> (halfvec, halfvec) FOR ORDER BY float_ops,
|
|
FUNCTION 1 halfvec_l2_squared_distance(halfvec, halfvec);
|
|
|
|
CREATE OPERATOR CLASS halfvec_ip_ops
|
|
FOR TYPE halfvec USING hnsw AS
|
|
OPERATOR 1 <#> (halfvec, halfvec) FOR ORDER BY float_ops,
|
|
FUNCTION 1 halfvec_negative_inner_product(halfvec, halfvec);
|
|
|
|
CREATE OPERATOR CLASS halfvec_cosine_ops
|
|
FOR TYPE halfvec USING hnsw AS
|
|
OPERATOR 1 <=> (halfvec, halfvec) FOR ORDER BY float_ops,
|
|
FUNCTION 1 halfvec_negative_inner_product(halfvec, halfvec),
|
|
FUNCTION 2 halfvec_norm(halfvec);
|
|
|
|
CREATE FUNCTION halfvec_to_vector(halfvec, integer, boolean) RETURNS vector
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE FUNCTION vector_to_halfvec(vector, integer, boolean) RETURNS halfvec
|
|
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
|
|
|
|
CREATE CAST (halfvec AS vector)
|
|
WITH FUNCTION halfvec_to_vector(halfvec, integer, boolean) AS ASSIGNMENT;
|
|
|
|
CREATE CAST (vector AS halfvec)
|
|
WITH FUNCTION vector_to_halfvec(vector, integer, boolean) AS ASSIGNMENT;
|