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Removed type-specific code from HNSW [skip ci]

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This commit is contained in:
Andrew Kane
2024-04-24 14:53:45 -07:00
parent b8bdf317f0
commit 3eef1ff5c2
6 changed files with 64 additions and 83 deletions
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33
sql/vector.sql
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@@ -327,7 +327,7 @@ CREATE FUNCTION jaccard_distance(bit, bit) RETURNS float8
CREATE FUNCTION bit_ivfflat_support(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE FUNCTION bit_hnsw_support(internal) RETURNS internal
CREATE FUNCTION bit_hnsw_max_dims(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
-- bit operators
@@ -355,13 +355,13 @@ CREATE OPERATOR CLASS bit_hamming_ops
FOR TYPE bit USING hnsw AS
OPERATOR 1 <~> (bit, bit) FOR ORDER BY float_ops,
FUNCTION 1 hamming_distance(bit, bit),
FUNCTION 4 bit_hnsw_support(internal);
FUNCTION 4 bit_hnsw_max_dims(internal);
CREATE OPERATOR CLASS bit_jaccard_ops
FOR TYPE bit USING hnsw AS
OPERATOR 1 <%> (bit, bit) FOR ORDER BY float_ops,
FUNCTION 1 jaccard_distance(bit, bit),
FUNCTION 4 bit_hnsw_support(internal);
FUNCTION 4 bit_hnsw_max_dims(internal);
-- halfvec type
@@ -473,7 +473,7 @@ CREATE FUNCTION halfvec_avg(double precision[]) RETURNS halfvec
CREATE FUNCTION halfvec_ivfflat_support(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE FUNCTION halfvec_hnsw_support(internal) RETURNS internal
CREATE FUNCTION halfvec_hnsw_max_dims(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
-- halfvec aggregates
@@ -663,13 +663,13 @@ 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),
FUNCTION 4 halfvec_hnsw_support(internal);
FUNCTION 4 halfvec_hnsw_max_dims(internal);
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),
FUNCTION 4 halfvec_hnsw_support(internal);
FUNCTION 4 halfvec_hnsw_max_dims(internal);
CREATE OPERATOR CLASS halfvec_cosine_ops
FOR TYPE halfvec USING hnsw AS
@@ -677,13 +677,13 @@ CREATE OPERATOR CLASS halfvec_cosine_ops
FUNCTION 1 halfvec_negative_inner_product(halfvec, halfvec),
FUNCTION 2 l2_norm(halfvec),
FUNCTION 3 l2_normalize(halfvec),
FUNCTION 4 halfvec_hnsw_support(internal);
FUNCTION 4 halfvec_hnsw_max_dims(internal);
CREATE OPERATOR CLASS halfvec_l1_ops
FOR TYPE halfvec USING hnsw AS
OPERATOR 1 <+> (halfvec, halfvec) FOR ORDER BY float_ops,
FUNCTION 1 l1_distance(halfvec, halfvec),
FUNCTION 4 halfvec_hnsw_support(internal);
FUNCTION 4 halfvec_hnsw_max_dims(internal);
--- sparsevec type
@@ -779,7 +779,10 @@ CREATE FUNCTION halfvec_to_sparsevec(halfvec, integer, boolean) RETURNS sparseve
CREATE FUNCTION sparsevec_to_halfvec(sparsevec, integer, boolean) RETURNS halfvec
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE FUNCTION sparsevec_hnsw_support(internal) RETURNS internal
CREATE FUNCTION sparsevec_hnsw_max_dims(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
CREATE FUNCTION sparsevec_hnsw_check_value(internal) RETURNS internal
AS 'MODULE_PATHNAME' LANGUAGE C IMMUTABLE STRICT PARALLEL SAFE;
-- sparsevec casts
@@ -872,13 +875,15 @@ CREATE OPERATOR CLASS sparsevec_l2_ops
FOR TYPE sparsevec USING hnsw AS
OPERATOR 1 <-> (sparsevec, sparsevec) FOR ORDER BY float_ops,
FUNCTION 1 sparsevec_l2_squared_distance(sparsevec, sparsevec),
FUNCTION 4 sparsevec_hnsw_support(internal);
FUNCTION 4 sparsevec_hnsw_max_dims(internal),
FUNCTION 5 sparsevec_hnsw_check_value(internal);
CREATE OPERATOR CLASS sparsevec_ip_ops
FOR TYPE sparsevec USING hnsw AS
OPERATOR 1 <#> (sparsevec, sparsevec) FOR ORDER BY float_ops,
FUNCTION 1 sparsevec_negative_inner_product(sparsevec, sparsevec),
FUNCTION 4 sparsevec_hnsw_support(internal);
FUNCTION 4 sparsevec_hnsw_max_dims(internal),
FUNCTION 5 sparsevec_hnsw_check_value(internal);
CREATE OPERATOR CLASS sparsevec_cosine_ops
FOR TYPE sparsevec USING hnsw AS
@@ -886,10 +891,12 @@ CREATE OPERATOR CLASS sparsevec_cosine_ops
FUNCTION 1 sparsevec_negative_inner_product(sparsevec, sparsevec),
FUNCTION 2 l2_norm(sparsevec),
FUNCTION 3 l2_normalize(sparsevec),
FUNCTION 4 sparsevec_hnsw_support(internal);
FUNCTION 4 sparsevec_hnsw_max_dims(internal),
FUNCTION 5 sparsevec_hnsw_check_value(internal);
CREATE OPERATOR CLASS sparsevec_l1_ops
FOR TYPE sparsevec USING hnsw AS
OPERATOR 1 <+> (sparsevec, sparsevec) FOR ORDER BY float_ops,
FUNCTION 1 l1_distance(sparsevec, sparsevec),
FUNCTION 4 sparsevec_hnsw_support(internal);
FUNCTION 4 sparsevec_hnsw_max_dims(internal),
FUNCTION 5 sparsevec_hnsw_check_value(internal);