mirror of
https://github.com/pgvector/pgvector.git
synced 2026-06-06 05:51:21 +08:00
Condensed regression tests [skip ci]
This commit is contained in:
@@ -1,20 +0,0 @@
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SET enable_seqscan = off;
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CREATE TABLE t (val halfvec(3));
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INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
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CREATE INDEX ON t (val);
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SELECT * FROM t WHERE val = '[1,2,3]';
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val
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---------
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[1,2,3]
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(1 row)
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SELECT * FROM t ORDER BY val;
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val
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---------
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[0,0,0]
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[1,1,1]
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[1,2,3]
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(4 rows)
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DROP TABLE t;
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@@ -1,20 +0,0 @@
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SET enable_seqscan = off;
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CREATE TABLE t (val sparsevec(3));
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INSERT INTO t (val) VALUES ('{}/3'), ('{1:1,2:2,3:3}/3'), ('{1:1,2:1,3:1}/3'), (NULL);
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CREATE INDEX ON t (val);
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SELECT * FROM t WHERE val = '{1:1,2:2,3:3}/3';
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val
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-----------------
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{1:1,2:2,3:3}/3
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(1 row)
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SELECT * FROM t ORDER BY val;
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val
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-----------------
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{}/3
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{1:1,2:1,3:1}/3
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{1:1,2:2,3:3}/3
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(4 rows)
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DROP TABLE t;
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@@ -1,20 +0,0 @@
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SET enable_seqscan = off;
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CREATE TABLE t (val vector(3));
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INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
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CREATE INDEX ON t (val);
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SELECT * FROM t WHERE val = '[1,2,3]';
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val
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---------
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[1,2,3]
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(1 row)
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SELECT * FROM t ORDER BY val;
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val
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---------
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[0,0,0]
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[1,1,1]
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[1,2,3]
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(4 rows)
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DROP TABLE t;
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@@ -1,3 +1,167 @@
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SELECT '[1,2,3]'::halfvec;
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT '[-1,-2,-3]'::halfvec;
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halfvec
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------------
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[-1,-2,-3]
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(1 row)
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SELECT '[1.,2.,3.]'::halfvec;
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT ' [ 1, 2 , 3 ] '::halfvec;
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT '[1.23456]'::halfvec;
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halfvec
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------------
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[1.234375]
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(1 row)
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SELECT '[hello,1]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[hello,1]"
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LINE 1: SELECT '[hello,1]'::halfvec;
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^
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SELECT '[NaN,1]'::halfvec;
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ERROR: NaN not allowed in halfvec
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LINE 1: SELECT '[NaN,1]'::halfvec;
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^
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SELECT '[Infinity,1]'::halfvec;
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ERROR: infinite value not allowed in halfvec
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LINE 1: SELECT '[Infinity,1]'::halfvec;
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^
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SELECT '[-Infinity,1]'::halfvec;
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ERROR: infinite value not allowed in halfvec
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LINE 1: SELECT '[-Infinity,1]'::halfvec;
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^
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SELECT '[65519,-65519]'::halfvec;
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halfvec
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----------------
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[65504,-65504]
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(1 row)
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SELECT '[65520,-65520]'::halfvec;
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ERROR: "65520" is out of range for type halfvec
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LINE 1: SELECT '[65520,-65520]'::halfvec;
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^
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SELECT '[1e-8,-1e-8]'::halfvec;
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halfvec
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---------
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[0,-0]
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(1 row)
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SELECT '[4e38,1]'::halfvec;
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ERROR: "4e38" is out of range for type halfvec
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LINE 1: SELECT '[4e38,1]'::halfvec;
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^
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SELECT '[1e-46,1]'::halfvec;
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halfvec
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---------
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[0,1]
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(1 row)
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SELECT '[1,2,3'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,2,3"
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LINE 1: SELECT '[1,2,3'::halfvec;
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^
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SELECT '[1,2,3]9'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,2,3]9"
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LINE 1: SELECT '[1,2,3]9'::halfvec;
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^
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DETAIL: Junk after closing right brace.
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SELECT '1,2,3'::halfvec;
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ERROR: invalid input syntax for type halfvec: "1,2,3"
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LINE 1: SELECT '1,2,3'::halfvec;
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^
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DETAIL: Vector contents must start with "[".
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SELECT ''::halfvec;
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ERROR: invalid input syntax for type halfvec: ""
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LINE 1: SELECT ''::halfvec;
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^
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DETAIL: Vector contents must start with "[".
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SELECT '['::halfvec;
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ERROR: invalid input syntax for type halfvec: "["
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LINE 1: SELECT '['::halfvec;
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^
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SELECT '[ '::halfvec;
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ERROR: invalid input syntax for type halfvec: "[ "
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LINE 1: SELECT '[ '::halfvec;
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^
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SELECT '[,'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[,"
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LINE 1: SELECT '[,'::halfvec;
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^
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SELECT '[]'::halfvec;
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ERROR: halfvec must have at least 1 dimension
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LINE 1: SELECT '[]'::halfvec;
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^
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SELECT '[ ]'::halfvec;
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ERROR: halfvec must have at least 1 dimension
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LINE 1: SELECT '[ ]'::halfvec;
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^
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SELECT '[,]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[,]"
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LINE 1: SELECT '[,]'::halfvec;
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^
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SELECT '[1,]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,]"
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LINE 1: SELECT '[1,]'::halfvec;
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^
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SELECT '[1a]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1a]"
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LINE 1: SELECT '[1a]'::halfvec;
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^
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SELECT '[1,,3]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,,3]"
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LINE 1: SELECT '[1,,3]'::halfvec;
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^
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SELECT '[1, ,3]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1, ,3]"
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LINE 1: SELECT '[1, ,3]'::halfvec;
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^
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SELECT '[1,2,3]'::halfvec(3);
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT '[1,2,3]'::halfvec(2);
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ERROR: expected 2 dimensions, not 3
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SELECT '[1,2,3]'::halfvec(3, 2);
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ERROR: invalid type modifier
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LINE 1: SELECT '[1,2,3]'::halfvec(3, 2);
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^
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SELECT '[1,2,3]'::halfvec('a');
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ERROR: invalid input syntax for type integer: "a"
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LINE 1: SELECT '[1,2,3]'::halfvec('a');
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^
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SELECT '[1,2,3]'::halfvec(0);
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ERROR: dimensions for type halfvec must be at least 1
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LINE 1: SELECT '[1,2,3]'::halfvec(0);
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^
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SELECT '[1,2,3]'::halfvec(16001);
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ERROR: dimensions for type halfvec cannot exceed 16000
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LINE 1: SELECT '[1,2,3]'::halfvec(16001);
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^
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SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::halfvec[]);
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unnest
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---------
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[1,2,3]
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[4,5,6]
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(2 rows)
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SELECT '{"[1,2,3]"}'::halfvec(2)[];
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ERROR: expected 2 dimensions, not 3
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SELECT '[1,2,3]'::halfvec + '[4,5,6]';
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?column?
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----------
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@@ -1,164 +0,0 @@
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SELECT '[1,2,3]'::halfvec;
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT '[-1,-2,-3]'::halfvec;
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halfvec
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------------
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[-1,-2,-3]
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(1 row)
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SELECT '[1.,2.,3.]'::halfvec;
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT ' [ 1, 2 , 3 ] '::halfvec;
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halfvec
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---------
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[1,2,3]
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(1 row)
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SELECT '[1.23456]'::halfvec;
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halfvec
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------------
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[1.234375]
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(1 row)
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SELECT '[hello,1]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[hello,1]"
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LINE 1: SELECT '[hello,1]'::halfvec;
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^
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SELECT '[NaN,1]'::halfvec;
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ERROR: NaN not allowed in halfvec
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LINE 1: SELECT '[NaN,1]'::halfvec;
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^
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SELECT '[Infinity,1]'::halfvec;
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ERROR: infinite value not allowed in halfvec
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LINE 1: SELECT '[Infinity,1]'::halfvec;
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^
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SELECT '[-Infinity,1]'::halfvec;
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ERROR: infinite value not allowed in halfvec
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LINE 1: SELECT '[-Infinity,1]'::halfvec;
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^
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SELECT '[65519,-65519]'::halfvec;
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halfvec
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----------------
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[65504,-65504]
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(1 row)
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SELECT '[65520,-65520]'::halfvec;
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ERROR: "65520" is out of range for type halfvec
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LINE 1: SELECT '[65520,-65520]'::halfvec;
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^
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SELECT '[1e-8,-1e-8]'::halfvec;
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halfvec
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---------
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[0,-0]
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(1 row)
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SELECT '[4e38,1]'::halfvec;
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ERROR: "4e38" is out of range for type halfvec
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LINE 1: SELECT '[4e38,1]'::halfvec;
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^
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SELECT '[1e-46,1]'::halfvec;
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halfvec
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---------
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[0,1]
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(1 row)
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SELECT '[1,2,3'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,2,3"
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LINE 1: SELECT '[1,2,3'::halfvec;
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^
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SELECT '[1,2,3]9'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,2,3]9"
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LINE 1: SELECT '[1,2,3]9'::halfvec;
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^
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DETAIL: Junk after closing right brace.
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SELECT '1,2,3'::halfvec;
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ERROR: invalid input syntax for type halfvec: "1,2,3"
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LINE 1: SELECT '1,2,3'::halfvec;
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^
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DETAIL: Vector contents must start with "[".
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SELECT ''::halfvec;
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ERROR: invalid input syntax for type halfvec: ""
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LINE 1: SELECT ''::halfvec;
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^
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DETAIL: Vector contents must start with "[".
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SELECT '['::halfvec;
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ERROR: invalid input syntax for type halfvec: "["
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LINE 1: SELECT '['::halfvec;
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^
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SELECT '[ '::halfvec;
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ERROR: invalid input syntax for type halfvec: "[ "
|
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LINE 1: SELECT '[ '::halfvec;
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^
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SELECT '[,'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[,"
|
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LINE 1: SELECT '[,'::halfvec;
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^
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SELECT '[]'::halfvec;
|
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ERROR: halfvec must have at least 1 dimension
|
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LINE 1: SELECT '[]'::halfvec;
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^
|
||||
SELECT '[ ]'::halfvec;
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ERROR: halfvec must have at least 1 dimension
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LINE 1: SELECT '[ ]'::halfvec;
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^
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SELECT '[,]'::halfvec;
|
||||
ERROR: invalid input syntax for type halfvec: "[,]"
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LINE 1: SELECT '[,]'::halfvec;
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^
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SELECT '[1,]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1,]"
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LINE 1: SELECT '[1,]'::halfvec;
|
||||
^
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||||
SELECT '[1a]'::halfvec;
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ERROR: invalid input syntax for type halfvec: "[1a]"
|
||||
LINE 1: SELECT '[1a]'::halfvec;
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^
|
||||
SELECT '[1,,3]'::halfvec;
|
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ERROR: invalid input syntax for type halfvec: "[1,,3]"
|
||||
LINE 1: SELECT '[1,,3]'::halfvec;
|
||||
^
|
||||
SELECT '[1, ,3]'::halfvec;
|
||||
ERROR: invalid input syntax for type halfvec: "[1, ,3]"
|
||||
LINE 1: SELECT '[1, ,3]'::halfvec;
|
||||
^
|
||||
SELECT '[1,2,3]'::halfvec(3);
|
||||
halfvec
|
||||
---------
|
||||
[1,2,3]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::halfvec(2);
|
||||
ERROR: expected 2 dimensions, not 3
|
||||
SELECT '[1,2,3]'::halfvec(3, 2);
|
||||
ERROR: invalid type modifier
|
||||
LINE 1: SELECT '[1,2,3]'::halfvec(3, 2);
|
||||
^
|
||||
SELECT '[1,2,3]'::halfvec('a');
|
||||
ERROR: invalid input syntax for type integer: "a"
|
||||
LINE 1: SELECT '[1,2,3]'::halfvec('a');
|
||||
^
|
||||
SELECT '[1,2,3]'::halfvec(0);
|
||||
ERROR: dimensions for type halfvec must be at least 1
|
||||
LINE 1: SELECT '[1,2,3]'::halfvec(0);
|
||||
^
|
||||
SELECT '[1,2,3]'::halfvec(16001);
|
||||
ERROR: dimensions for type halfvec cannot exceed 16000
|
||||
LINE 1: SELECT '[1,2,3]'::halfvec(16001);
|
||||
^
|
||||
SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::halfvec[]);
|
||||
unnest
|
||||
---------
|
||||
[1,2,3]
|
||||
[4,5,6]
|
||||
(2 rows)
|
||||
|
||||
SELECT '{"[1,2,3]"}'::halfvec(2)[];
|
||||
ERROR: expected 2 dimensions, not 3
|
||||
@@ -1,26 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val halfvec_cosine_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <=> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,1,1]
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
(3 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]') t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val halfvec_ip_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <#> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,4]
|
||||
[1,2,3]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val halfvec_l1_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <+> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <+> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,33 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val halfvec_l2_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <-> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM t;
|
||||
count
|
||||
-------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
TRUNCATE t;
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
-----
|
||||
(0 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,26 +0,0 @@
|
||||
CREATE TABLE t (val vector(3));
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops) WITH (m = 1);
|
||||
ERROR: value 1 out of bounds for option "m"
|
||||
DETAIL: Valid values are between "2" and "100".
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops) WITH (m = 101);
|
||||
ERROR: value 101 out of bounds for option "m"
|
||||
DETAIL: Valid values are between "2" and "100".
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops) WITH (ef_construction = 3);
|
||||
ERROR: value 3 out of bounds for option "ef_construction"
|
||||
DETAIL: Valid values are between "4" and "1000".
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops) WITH (ef_construction = 1001);
|
||||
ERROR: value 1001 out of bounds for option "ef_construction"
|
||||
DETAIL: Valid values are between "4" and "1000".
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops) WITH (m = 16, ef_construction = 31);
|
||||
ERROR: ef_construction must be greater than or equal to 2 * m
|
||||
SHOW hnsw.ef_search;
|
||||
hnsw.ef_search
|
||||
----------------
|
||||
40
|
||||
(1 row)
|
||||
|
||||
SET hnsw.ef_search = 0;
|
||||
ERROR: 0 is outside the valid range for parameter "hnsw.ef_search" (1 .. 1000)
|
||||
SET hnsw.ef_search = 1001;
|
||||
ERROR: 1001 is outside the valid range for parameter "hnsw.ef_search" (1 .. 1000)
|
||||
DROP TABLE t;
|
||||
@@ -1,26 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val sparsevec(3));
|
||||
INSERT INTO t (val) VALUES ('{}/3'), ('{1:1,2:2,3:3}/3'), ('{1:1,2:1,3:1}/3'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val sparsevec_cosine_ops);
|
||||
INSERT INTO t (val) VALUES ('{1:1,2:2,3:4}/3');
|
||||
SELECT * FROM t ORDER BY val <=> '{1:3,2:3,3:3}/3';
|
||||
val
|
||||
-----------------
|
||||
{1:1,2:1,3:1}/3
|
||||
{1:1,2:2,3:3}/3
|
||||
{1:1,2:2,3:4}/3
|
||||
(3 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '{}/3') t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::sparsevec)) t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val sparsevec(3));
|
||||
INSERT INTO t (val) VALUES ('{}/3'), ('{1:1,2:2,3:3}/3'), ('{1:1,2:1,3:1}/3'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val sparsevec_ip_ops);
|
||||
INSERT INTO t (val) VALUES ('{1:1,2:2,3:4}/3');
|
||||
SELECT * FROM t ORDER BY val <#> '{1:3,2:3,3:3}/3';
|
||||
val
|
||||
-----------------
|
||||
{1:1,2:2,3:4}/3
|
||||
{1:1,2:2,3:3}/3
|
||||
{1:1,2:1,3:1}/3
|
||||
{}/3
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::sparsevec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val sparsevec(3));
|
||||
INSERT INTO t (val) VALUES ('{}/3'), ('{1:1,2:2,3:3}/3'), ('{1:1,2:1,3:1}/3'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val sparsevec_l1_ops);
|
||||
INSERT INTO t (val) VALUES ('{1:1,2:2,3:4}/3');
|
||||
SELECT * FROM t ORDER BY val <+> '{1:3,2:3,3:3}/3';
|
||||
val
|
||||
-----------------
|
||||
{1:1,2:2,3:3}/3
|
||||
{1:1,2:2,3:4}/3
|
||||
{1:1,2:1,3:1}/3
|
||||
{}/3
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <+> (SELECT NULL::sparsevec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,43 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val sparsevec(3));
|
||||
INSERT INTO t (val) VALUES ('{}/3'), ('{1:1,2:2,3:3}/3'), ('{1:1,2:1,3:1}/3'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val sparsevec_l2_ops);
|
||||
INSERT INTO t (val) VALUES ('{1:1,2:2,3:4}/3');
|
||||
SELECT * FROM t ORDER BY val <-> '{1:3,2:3,3:3}/3';
|
||||
val
|
||||
-----------------
|
||||
{1:1,2:2,3:3}/3
|
||||
{1:1,2:2,3:4}/3
|
||||
{1:1,2:1,3:1}/3
|
||||
{}/3
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <-> (SELECT NULL::sparsevec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM t;
|
||||
count
|
||||
-------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
TRUNCATE t;
|
||||
SELECT * FROM t ORDER BY val <-> '{1:3,2:3,3:3}/3';
|
||||
val
|
||||
-----
|
||||
(0 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
-- TODO move
|
||||
CREATE TABLE t (val sparsevec(1001));
|
||||
INSERT INTO t (val) VALUES (array_fill(1, ARRAY[1001])::vector::sparsevec);
|
||||
CREATE INDEX ON t USING hnsw (val sparsevec_l2_ops);
|
||||
ERROR: sparsevec cannot have more than 1000 non-zero elements for hnsw index
|
||||
TRUNCATE t;
|
||||
CREATE INDEX ON t USING hnsw (val sparsevec_l2_ops);
|
||||
INSERT INTO t (val) VALUES (array_fill(1, ARRAY[1001])::vector::sparsevec);
|
||||
ERROR: sparsevec cannot have more than 1000 non-zero elements for hnsw index
|
||||
DROP TABLE t;
|
||||
@@ -1,13 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE UNLOGGED TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops);
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(3 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,26 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val vector_cosine_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <=> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,1,1]
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
(3 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]') t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val vector_ip_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <#> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,4]
|
||||
[1,2,3]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val vector_l1_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <+> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <+> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,33 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING hnsw (val vector_l2_ops);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <-> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM t;
|
||||
count
|
||||
-------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
TRUNCATE t;
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
-----
|
||||
(0 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,36 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val bit(3));
|
||||
INSERT INTO t (val) VALUES (B'000'), (B'100'), (B'111'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val bit_hamming_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES (B'110');
|
||||
SELECT * FROM t ORDER BY val <~> B'111';
|
||||
val
|
||||
-----
|
||||
111
|
||||
110
|
||||
100
|
||||
000
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <~> (SELECT NULL::bit)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
-- TODO move
|
||||
CREATE TABLE t (val varbit(3));
|
||||
CREATE INDEX ON t USING ivfflat (val bit_hamming_ops) WITH (lists = 1);
|
||||
ERROR: type not supported for ivfflat index
|
||||
CREATE INDEX ON t USING ivfflat ((val::bit(3)) bit_hamming_ops) WITH (lists = 1);
|
||||
NOTICE: ivfflat index created with little data
|
||||
DETAIL: This will cause low recall.
|
||||
HINT: Drop the index until the table has more data.
|
||||
CREATE INDEX ON t USING ivfflat ((val::bit(64001)) bit_hamming_ops) WITH (lists = 1);
|
||||
ERROR: column cannot have more than 64000 dimensions for ivfflat index
|
||||
CREATE INDEX ON t USING ivfflat ((val::bit(2)) bit_hamming_ops) WITH (lists = 5);
|
||||
NOTICE: ivfflat index created with little data
|
||||
DETAIL: This will cause low recall.
|
||||
HINT: Drop the index until the table has more data.
|
||||
DROP TABLE t;
|
||||
@@ -1,26 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val halfvec_cosine_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <=> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,1,1]
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
(3 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]') t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val halfvec_ip_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <#> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,4]
|
||||
[1,2,3]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,36 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val halfvec(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val halfvec_l2_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <-> (SELECT NULL::halfvec)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM t;
|
||||
count
|
||||
-------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
TRUNCATE t;
|
||||
NOTICE: ivfflat index created with little data
|
||||
DETAIL: This will cause low recall.
|
||||
HINT: Drop the index until the table has more data.
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
-----
|
||||
(0 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,14 +0,0 @@
|
||||
CREATE TABLE t (val vector(3));
|
||||
CREATE INDEX ON t USING ivfflat (val vector_l2_ops) WITH (lists = 0);
|
||||
ERROR: value 0 out of bounds for option "lists"
|
||||
DETAIL: Valid values are between "1" and "32768".
|
||||
CREATE INDEX ON t USING ivfflat (val vector_l2_ops) WITH (lists = 32769);
|
||||
ERROR: value 32769 out of bounds for option "lists"
|
||||
DETAIL: Valid values are between "1" and "32768".
|
||||
SHOW ivfflat.probes;
|
||||
ivfflat.probes
|
||||
----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,13 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE UNLOGGED TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val vector_l2_ops) WITH (lists = 1);
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(3 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,26 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val vector_cosine_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <=> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,1,1]
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
(3 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]') t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,21 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val vector_ip_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <#> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,4]
|
||||
[1,2,3]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -1,36 +0,0 @@
|
||||
SET enable_seqscan = off;
|
||||
CREATE TABLE t (val vector(3));
|
||||
INSERT INTO t (val) VALUES ('[0,0,0]'), ('[1,2,3]'), ('[1,1,1]'), (NULL);
|
||||
CREATE INDEX ON t USING ivfflat (val vector_l2_ops) WITH (lists = 1);
|
||||
INSERT INTO t (val) VALUES ('[1,2,4]');
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
---------
|
||||
[1,2,3]
|
||||
[1,2,4]
|
||||
[1,1,1]
|
||||
[0,0,0]
|
||||
(4 rows)
|
||||
|
||||
SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <-> (SELECT NULL::vector)) t2;
|
||||
count
|
||||
-------
|
||||
4
|
||||
(1 row)
|
||||
|
||||
SELECT COUNT(*) FROM t;
|
||||
count
|
||||
-------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
TRUNCATE t;
|
||||
NOTICE: ivfflat index created with little data
|
||||
DETAIL: This will cause low recall.
|
||||
HINT: Drop the index until the table has more data.
|
||||
SELECT * FROM t ORDER BY val <-> '[3,3,3]';
|
||||
val
|
||||
-----
|
||||
(0 rows)
|
||||
|
||||
DROP TABLE t;
|
||||
@@ -255,3 +255,399 @@ SELECT '{}/3'::sparsevec(1000000001);
|
||||
ERROR: dimensions for type sparsevec cannot exceed 1000000000
|
||||
LINE 1: SELECT '{}/3'::sparsevec(1000000001);
|
||||
^
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec < '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec < '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec <= '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec <= '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec = '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec = '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec != '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec != '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec >= '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec >= '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec > '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec > '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2,3:3}/3', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2,3:3}/3', '{}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{}/3', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2}/2', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2,3:3}/3', '{1:1,2:2}/2');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2}/2', '{1:2,2:3,3:4}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:2,2:3}/2', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT round(l2_norm('{1:1,2:1}/2'::sparsevec)::numeric, 5);
|
||||
round
|
||||
---------
|
||||
1.41421
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{1:3,2:4}/2'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{2:1}/2'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{1:3e37,2:4e37}/2'::sparsevec)::real;
|
||||
l2_norm
|
||||
---------
|
||||
5e+37
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{}/2'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{1:2}/1'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{}/2'::sparsevec, '{1:3,2:4}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{1:3}/2'::sparsevec, '{2:4}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{2:4}/2'::sparsevec, '{1:3}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{1:3,2:4}/2'::sparsevec, '{}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{}/2'::sparsevec, '{2:1}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT '{}/2'::sparsevec <-> '{1:3,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,2:2}/2'::sparsevec, '{1:2,2:4}/2');
|
||||
inner_product
|
||||
---------------
|
||||
10
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,2:2}/2'::sparsevec, '{1:3}/1');
|
||||
ERROR: different sparsevec dimensions 2 and 1
|
||||
SELECT inner_product('{1:1,3:3}/4'::sparsevec, '{2:2,4:4}/4');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{2:2,4:4}/4'::sparsevec, '{1:1,3:3}/4');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,3:3,5:5}/5'::sparsevec, '{2:4,3:6,4:8}/5');
|
||||
inner_product
|
||||
---------------
|
||||
18
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1}/2'::sparsevec, '{}/2');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{}/2'::sparsevec, '{1:1}/2');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:3e38}/1'::sparsevec, '{1:3e38}/1');
|
||||
inner_product
|
||||
---------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,3:3,5:5}/5'::sparsevec, '{2:4,3:6,4:8}/5');
|
||||
inner_product
|
||||
---------------
|
||||
18
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2}/2'::sparsevec <#> '{1:3,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
-11
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:2}/2'::sparsevec, '{1:2,2:4}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:2}/2'::sparsevec, '{}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:1,2:1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1}/2'::sparsevec, '{2:2}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:-1,2:-1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:2}/2'::sparsevec, '{2:2}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{2:2}/2'::sparsevec, '{1:2}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:2}/2'::sparsevec, '{1:3}/1');
|
||||
ERROR: different sparsevec dimensions 2 and 1
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:1.1,2:1.1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:-1.1,2:-1.1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:3e38}/1'::sparsevec, '{1:3e38}/1');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{}/1'::sparsevec, '{}/1');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2}/2'::sparsevec <=> '{1:2,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{}/2'::sparsevec, '{1:3,2:4}/2');
|
||||
l1_distance
|
||||
-------------
|
||||
7
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{}/2'::sparsevec, '{2:1}/2');
|
||||
l1_distance
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{1:1,2:2}/2'::sparsevec, '{1:3}/1');
|
||||
ERROR: different sparsevec dimensions 2 and 1
|
||||
SELECT l1_distance('{1:3e38}/1'::sparsevec, '{1:-3e38}/1');
|
||||
l1_distance
|
||||
-------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{1:1,3:3,5:5,7:7}/8'::sparsevec, '{2:2,4:4,6:6,8:8}/8');
|
||||
l1_distance
|
||||
-------------
|
||||
36
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{1:1,3:3,5:5,7:7,9:9}/9'::sparsevec, '{2:2,4:4,6:6,8:8}/9');
|
||||
l1_distance
|
||||
-------------
|
||||
45
|
||||
(1 row)
|
||||
|
||||
SELECT '{}/2'::sparsevec <+> '{1:3,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
7
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3,2:4}/2'::sparsevec);
|
||||
l2_normalize
|
||||
-----------------
|
||||
{1:0.6,2:0.8}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{1:1}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{2:0.1}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{2:1}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3e38}/1'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{1:1}/1
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3e38,2:1e-37}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{1:1}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{2:3e37,4:3e-37,6:4e37,8:4e-37}/9'::sparsevec);
|
||||
l2_normalize
|
||||
-----------------
|
||||
{2:0.6,6:0.8}/9
|
||||
(1 row)
|
||||
|
||||
@@ -1,396 +0,0 @@
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec < '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec < '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec <= '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec <= '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec = '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec = '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec != '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec != '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec >= '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec >= '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec > '{1:1,2:2,3:3}/3';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec > '{1:1,2:2}/2';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2,3:3}/3', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2,3:3}/3', '{}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{}/3', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2}/2', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2,3:3}/3', '{1:1,2:2}/2');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:1,2:2}/2', '{1:2,2:3,3:4}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT sparsevec_cmp('{1:2,2:3}/2', '{1:1,2:2,3:3}/3');
|
||||
sparsevec_cmp
|
||||
---------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT round(l2_norm('{1:1,2:1}/2'::sparsevec)::numeric, 5);
|
||||
round
|
||||
---------
|
||||
1.41421
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{1:3,2:4}/2'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{2:1}/2'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{1:3e37,2:4e37}/2'::sparsevec)::real;
|
||||
l2_norm
|
||||
---------
|
||||
5e+37
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{}/2'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT l2_norm('{1:2}/1'::sparsevec);
|
||||
l2_norm
|
||||
---------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{}/2'::sparsevec, '{1:3,2:4}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{1:3}/2'::sparsevec, '{2:4}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{2:4}/2'::sparsevec, '{1:3}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{1:3,2:4}/2'::sparsevec, '{}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('{}/2'::sparsevec, '{2:1}/2');
|
||||
l2_distance
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT '{}/2'::sparsevec <-> '{1:3,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,2:2}/2'::sparsevec, '{1:2,2:4}/2');
|
||||
inner_product
|
||||
---------------
|
||||
10
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,2:2}/2'::sparsevec, '{1:3}/1');
|
||||
ERROR: different sparsevec dimensions 2 and 1
|
||||
SELECT inner_product('{1:1,3:3}/4'::sparsevec, '{2:2,4:4}/4');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{2:2,4:4}/4'::sparsevec, '{1:1,3:3}/4');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,3:3,5:5}/5'::sparsevec, '{2:4,3:6,4:8}/5');
|
||||
inner_product
|
||||
---------------
|
||||
18
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1}/2'::sparsevec, '{}/2');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{}/2'::sparsevec, '{1:1}/2');
|
||||
inner_product
|
||||
---------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:3e38}/1'::sparsevec, '{1:3e38}/1');
|
||||
inner_product
|
||||
---------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('{1:1,3:3,5:5}/5'::sparsevec, '{2:4,3:6,4:8}/5');
|
||||
inner_product
|
||||
---------------
|
||||
18
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2}/2'::sparsevec <#> '{1:3,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
-11
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:2}/2'::sparsevec, '{1:2,2:4}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:2}/2'::sparsevec, '{}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:1,2:1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1}/2'::sparsevec, '{2:2}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:-1,2:-1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:2}/2'::sparsevec, '{2:2}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{2:2}/2'::sparsevec, '{1:2}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:2}/2'::sparsevec, '{1:3}/1');
|
||||
ERROR: different sparsevec dimensions 2 and 1
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:1.1,2:1.1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:1,2:1}/2'::sparsevec, '{1:-1.1,2:-1.1}/2');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{1:3e38}/1'::sparsevec, '{1:3e38}/1');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('{}/1'::sparsevec, '{}/1');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT '{1:1,2:2}/2'::sparsevec <=> '{1:2,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{}/2'::sparsevec, '{1:3,2:4}/2');
|
||||
l1_distance
|
||||
-------------
|
||||
7
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{}/2'::sparsevec, '{2:1}/2');
|
||||
l1_distance
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{1:1,2:2}/2'::sparsevec, '{1:3}/1');
|
||||
ERROR: different sparsevec dimensions 2 and 1
|
||||
SELECT l1_distance('{1:3e38}/1'::sparsevec, '{1:-3e38}/1');
|
||||
l1_distance
|
||||
-------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{1:1,3:3,5:5,7:7}/8'::sparsevec, '{2:2,4:4,6:6,8:8}/8');
|
||||
l1_distance
|
||||
-------------
|
||||
36
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('{1:1,3:3,5:5,7:7,9:9}/9'::sparsevec, '{2:2,4:4,6:6,8:8}/9');
|
||||
l1_distance
|
||||
-------------
|
||||
45
|
||||
(1 row)
|
||||
|
||||
SELECT '{}/2'::sparsevec <+> '{1:3,2:4}/2';
|
||||
?column?
|
||||
----------
|
||||
7
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3,2:4}/2'::sparsevec);
|
||||
l2_normalize
|
||||
-----------------
|
||||
{1:0.6,2:0.8}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{1:1}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{2:0.1}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{2:1}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3e38}/1'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{1:1}/1
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{1:3e38,2:1e-37}/2'::sparsevec);
|
||||
l2_normalize
|
||||
--------------
|
||||
{1:1}/2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('{2:3e37,4:3e-37,6:4e37,8:4e-37}/9'::sparsevec);
|
||||
l2_normalize
|
||||
-----------------
|
||||
{2:0.6,6:0.8}/9
|
||||
(1 row)
|
||||
|
||||
3
test/expected/vector.out
Normal file
3
test/expected/vector.out
Normal file
@@ -0,0 +1,3 @@
|
||||
-- complain if script is sourced in psql, rather than via CREATE EXTENSION
|
||||
\echo Use "CREATE EXTENSION vector" to load this file. \quit
|
||||
Use "CREATE EXTENSION vector" to load this file.
|
||||
@@ -1,496 +0,0 @@
|
||||
SELECT '[1,2,3]'::vector + '[4,5,6]';
|
||||
?column?
|
||||
----------
|
||||
[5,7,9]
|
||||
(1 row)
|
||||
|
||||
SELECT '[3e38]'::vector + '[3e38]';
|
||||
ERROR: value out of range: overflow
|
||||
SELECT '[1,2]'::vector + '[3]';
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT '[1,2,3]'::vector - '[4,5,6]';
|
||||
?column?
|
||||
------------
|
||||
[-3,-3,-3]
|
||||
(1 row)
|
||||
|
||||
SELECT '[-3e38]'::vector - '[3e38]';
|
||||
ERROR: value out of range: overflow
|
||||
SELECT '[1,2]'::vector - '[3]';
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT '[1,2,3]'::vector * '[4,5,6]';
|
||||
?column?
|
||||
-----------
|
||||
[4,10,18]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1e37]'::vector * '[1e37]';
|
||||
ERROR: value out of range: overflow
|
||||
SELECT '[1e-37]'::vector * '[1e-37]';
|
||||
ERROR: value out of range: underflow
|
||||
SELECT '[1,2]'::vector * '[3]';
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT '[1,2,3]'::vector || '[4,5]';
|
||||
?column?
|
||||
-------------
|
||||
[1,2,3,4,5]
|
||||
(1 row)
|
||||
|
||||
SELECT array_fill(0, ARRAY[16000])::vector || '[1]';
|
||||
ERROR: vector cannot have more than 16000 dimensions
|
||||
SELECT '[1,2,3]'::vector < '[1,2,3]';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector < '[1,2]';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector <= '[1,2,3]';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector <= '[1,2]';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector = '[1,2,3]';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector = '[1,2]';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector != '[1,2,3]';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector != '[1,2]';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector >= '[1,2,3]';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector >= '[1,2]';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector > '[1,2,3]';
|
||||
?column?
|
||||
----------
|
||||
f
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector > '[1,2]';
|
||||
?column?
|
||||
----------
|
||||
t
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[1,2,3]', '[1,2,3]');
|
||||
vector_cmp
|
||||
------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[1,2,3]', '[0,0,0]');
|
||||
vector_cmp
|
||||
------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[0,0,0]', '[1,2,3]');
|
||||
vector_cmp
|
||||
------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[1,2]', '[1,2,3]');
|
||||
vector_cmp
|
||||
------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[1,2,3]', '[1,2]');
|
||||
vector_cmp
|
||||
------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[1,2]', '[2,3,4]');
|
||||
vector_cmp
|
||||
------------
|
||||
-1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_cmp('[2,3]', '[1,2,3]');
|
||||
vector_cmp
|
||||
------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_dims('[1,2,3]'::vector);
|
||||
vector_dims
|
||||
-------------
|
||||
3
|
||||
(1 row)
|
||||
|
||||
SELECT round(vector_norm('[1,1]')::numeric, 5);
|
||||
round
|
||||
---------
|
||||
1.41421
|
||||
(1 row)
|
||||
|
||||
SELECT vector_norm('[3,4]');
|
||||
vector_norm
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT vector_norm('[0,1]');
|
||||
vector_norm
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT vector_norm('[3e37,4e37]')::real;
|
||||
vector_norm
|
||||
-------------
|
||||
5e+37
|
||||
(1 row)
|
||||
|
||||
SELECT vector_norm('[0,0]');
|
||||
vector_norm
|
||||
-------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT vector_norm('[2]');
|
||||
vector_norm
|
||||
-------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('[0,0]'::vector, '[3,4]');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('[0,0]'::vector, '[0,1]');
|
||||
l2_distance
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('[1,2]'::vector, '[3]');
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT l2_distance('[3e38]'::vector, '[-3e38]');
|
||||
l2_distance
|
||||
-------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT l2_distance('[1,1,1,1,1,1,1,1,1]'::vector, '[1,1,1,1,1,1,1,4,5]');
|
||||
l2_distance
|
||||
-------------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT '[0,0]'::vector <-> '[3,4]';
|
||||
?column?
|
||||
----------
|
||||
5
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('[1,2]'::vector, '[3,4]');
|
||||
inner_product
|
||||
---------------
|
||||
11
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('[1,2]'::vector, '[3]');
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT inner_product('[3e38]'::vector, '[3e38]');
|
||||
inner_product
|
||||
---------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT inner_product('[1,1,1,1,1,1,1,1,1]'::vector, '[1,2,3,4,5,6,7,8,9]');
|
||||
inner_product
|
||||
---------------
|
||||
45
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2]'::vector <#> '[3,4]';
|
||||
?column?
|
||||
----------
|
||||
-11
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,2]'::vector, '[2,4]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,2]'::vector, '[0,0]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,1]'::vector, '[1,1]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,0]'::vector, '[0,2]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,1]'::vector, '[-1,-1]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,2]'::vector, '[3]');
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT cosine_distance('[1,1]'::vector, '[1.1,1.1]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,1]'::vector, '[-1.1,-1.1]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[3e38]'::vector, '[3e38]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
NaN
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,2,3,4,5,6,7,8,9]'::vector, '[1,2,3,4,5,6,7,8,9]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT cosine_distance('[1,2,3,4,5,6,7,8,9]'::vector, '[-1,-2,-3,-4,-5,-6,-7,-8,-9]');
|
||||
cosine_distance
|
||||
-----------------
|
||||
2
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2]'::vector <=> '[2,4]';
|
||||
?column?
|
||||
----------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('[0,0]'::vector, '[3,4]');
|
||||
l1_distance
|
||||
-------------
|
||||
7
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('[0,0]'::vector, '[0,1]');
|
||||
l1_distance
|
||||
-------------
|
||||
1
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('[1,2]'::vector, '[3]');
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT l1_distance('[3e38]'::vector, '[-3e38]');
|
||||
l1_distance
|
||||
-------------
|
||||
Infinity
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('[1,2,3,4,5,6,7,8,9]'::vector, '[1,2,3,4,5,6,7,8,9]');
|
||||
l1_distance
|
||||
-------------
|
||||
0
|
||||
(1 row)
|
||||
|
||||
SELECT l1_distance('[1,2,3,4,5,6,7,8,9]'::vector, '[0,3,2,5,4,7,6,9,8]');
|
||||
l1_distance
|
||||
-------------
|
||||
9
|
||||
(1 row)
|
||||
|
||||
SELECT '[0,0]'::vector <+> '[3,4]';
|
||||
?column?
|
||||
----------
|
||||
7
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('[3,4]'::vector);
|
||||
l2_normalize
|
||||
--------------
|
||||
[0.6,0.8]
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('[3,0]'::vector);
|
||||
l2_normalize
|
||||
--------------
|
||||
[1,0]
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('[0,0.1]'::vector);
|
||||
l2_normalize
|
||||
--------------
|
||||
[0,1]
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('[0,0]'::vector);
|
||||
l2_normalize
|
||||
--------------
|
||||
[0,0]
|
||||
(1 row)
|
||||
|
||||
SELECT l2_normalize('[3e38]'::vector);
|
||||
l2_normalize
|
||||
--------------
|
||||
[1]
|
||||
(1 row)
|
||||
|
||||
SELECT binary_quantize('[1,0,-1]'::vector);
|
||||
binary_quantize
|
||||
-----------------
|
||||
100
|
||||
(1 row)
|
||||
|
||||
SELECT binary_quantize('[0,0.1,-0.2,-0.3,0.4,0.5,0.6,-0.7,0.8,-0.9,1]'::vector);
|
||||
binary_quantize
|
||||
-----------------
|
||||
01001110101
|
||||
(1 row)
|
||||
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 1, 3);
|
||||
subvector
|
||||
-----------
|
||||
[1,2,3]
|
||||
(1 row)
|
||||
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 3, 2);
|
||||
subvector
|
||||
-----------
|
||||
[3,4]
|
||||
(1 row)
|
||||
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, -1, 3);
|
||||
subvector
|
||||
-----------
|
||||
[1]
|
||||
(1 row)
|
||||
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 3, 9);
|
||||
subvector
|
||||
-----------
|
||||
[3,4,5]
|
||||
(1 row)
|
||||
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 1, 0);
|
||||
ERROR: vector must have at least 1 dimension
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 3, -1);
|
||||
ERROR: vector must have at least 1 dimension
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, -1, 2);
|
||||
ERROR: vector must have at least 1 dimension
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 2147483647, 10);
|
||||
ERROR: vector must have at least 1 dimension
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, 3, 2147483647);
|
||||
subvector
|
||||
-----------
|
||||
[3,4,5]
|
||||
(1 row)
|
||||
|
||||
SELECT subvector('[1,2,3,4,5]'::vector, -2147483644, 2147483647);
|
||||
subvector
|
||||
-----------
|
||||
[1,2]
|
||||
(1 row)
|
||||
|
||||
SELECT avg(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]']) v;
|
||||
avg
|
||||
-----------
|
||||
[2,3.5,5]
|
||||
(1 row)
|
||||
|
||||
SELECT avg(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]', NULL]) v;
|
||||
avg
|
||||
-----------
|
||||
[2,3.5,5]
|
||||
(1 row)
|
||||
|
||||
SELECT avg(v) FROM unnest(ARRAY[]::vector[]) v;
|
||||
avg
|
||||
-----
|
||||
|
||||
(1 row)
|
||||
|
||||
SELECT avg(v) FROM unnest(ARRAY['[1,2]'::vector, '[3]']) v;
|
||||
ERROR: expected 2 dimensions, not 1
|
||||
SELECT avg(v) FROM unnest(ARRAY['[3e38]'::vector, '[3e38]']) v;
|
||||
avg
|
||||
---------
|
||||
[3e+38]
|
||||
(1 row)
|
||||
|
||||
SELECT vector_avg(array_agg(n)) FROM generate_series(1, 16002) n;
|
||||
ERROR: vector cannot have more than 16000 dimensions
|
||||
SELECT sum(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]']) v;
|
||||
sum
|
||||
----------
|
||||
[4,7,10]
|
||||
(1 row)
|
||||
|
||||
SELECT sum(v) FROM unnest(ARRAY['[1,2,3]'::vector, '[3,5,7]', NULL]) v;
|
||||
sum
|
||||
----------
|
||||
[4,7,10]
|
||||
(1 row)
|
||||
|
||||
SELECT sum(v) FROM unnest(ARRAY[]::vector[]) v;
|
||||
sum
|
||||
-----
|
||||
|
||||
(1 row)
|
||||
|
||||
SELECT sum(v) FROM unnest(ARRAY['[1,2]'::vector, '[3]']) v;
|
||||
ERROR: different vector dimensions 2 and 1
|
||||
SELECT sum(v) FROM unnest(ARRAY['[3e38]'::vector, '[3e38]']) v;
|
||||
ERROR: value out of range: overflow
|
||||
@@ -1,176 +0,0 @@
|
||||
SELECT '[1,2,3]'::vector;
|
||||
vector
|
||||
---------
|
||||
[1,2,3]
|
||||
(1 row)
|
||||
|
||||
SELECT '[-1,-2,-3]'::vector;
|
||||
vector
|
||||
------------
|
||||
[-1,-2,-3]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1.,2.,3.]'::vector;
|
||||
vector
|
||||
---------
|
||||
[1,2,3]
|
||||
(1 row)
|
||||
|
||||
SELECT ' [ 1, 2 , 3 ] '::vector;
|
||||
vector
|
||||
---------
|
||||
[1,2,3]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1.23456]'::vector;
|
||||
vector
|
||||
-----------
|
||||
[1.23456]
|
||||
(1 row)
|
||||
|
||||
SELECT '[hello,1]'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[hello,1]"
|
||||
LINE 1: SELECT '[hello,1]'::vector;
|
||||
^
|
||||
SELECT '[NaN,1]'::vector;
|
||||
ERROR: NaN not allowed in vector
|
||||
LINE 1: SELECT '[NaN,1]'::vector;
|
||||
^
|
||||
SELECT '[Infinity,1]'::vector;
|
||||
ERROR: infinite value not allowed in vector
|
||||
LINE 1: SELECT '[Infinity,1]'::vector;
|
||||
^
|
||||
SELECT '[-Infinity,1]'::vector;
|
||||
ERROR: infinite value not allowed in vector
|
||||
LINE 1: SELECT '[-Infinity,1]'::vector;
|
||||
^
|
||||
SELECT '[1.5e38,-1.5e38]'::vector;
|
||||
vector
|
||||
--------------------
|
||||
[1.5e+38,-1.5e+38]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1.5e+38,-1.5e+38]'::vector;
|
||||
vector
|
||||
--------------------
|
||||
[1.5e+38,-1.5e+38]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1.5e-38,-1.5e-38]'::vector;
|
||||
vector
|
||||
--------------------
|
||||
[1.5e-38,-1.5e-38]
|
||||
(1 row)
|
||||
|
||||
SELECT '[4e38,1]'::vector;
|
||||
ERROR: "4e38" is out of range for type vector
|
||||
LINE 1: SELECT '[4e38,1]'::vector;
|
||||
^
|
||||
SELECT '[-4e38,1]'::vector;
|
||||
ERROR: "-4e38" is out of range for type vector
|
||||
LINE 1: SELECT '[-4e38,1]'::vector;
|
||||
^
|
||||
SELECT '[1e-46,1]'::vector;
|
||||
vector
|
||||
--------
|
||||
[0,1]
|
||||
(1 row)
|
||||
|
||||
SELECT '[-1e-46,1]'::vector;
|
||||
vector
|
||||
--------
|
||||
[-0,1]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[1,2,3"
|
||||
LINE 1: SELECT '[1,2,3'::vector;
|
||||
^
|
||||
SELECT '[1,2,3]9'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[1,2,3]9"
|
||||
LINE 1: SELECT '[1,2,3]9'::vector;
|
||||
^
|
||||
DETAIL: Junk after closing right brace.
|
||||
SELECT '1,2,3'::vector;
|
||||
ERROR: invalid input syntax for type vector: "1,2,3"
|
||||
LINE 1: SELECT '1,2,3'::vector;
|
||||
^
|
||||
DETAIL: Vector contents must start with "[".
|
||||
SELECT ''::vector;
|
||||
ERROR: invalid input syntax for type vector: ""
|
||||
LINE 1: SELECT ''::vector;
|
||||
^
|
||||
DETAIL: Vector contents must start with "[".
|
||||
SELECT '['::vector;
|
||||
ERROR: invalid input syntax for type vector: "["
|
||||
LINE 1: SELECT '['::vector;
|
||||
^
|
||||
SELECT '[ '::vector;
|
||||
ERROR: invalid input syntax for type vector: "[ "
|
||||
LINE 1: SELECT '[ '::vector;
|
||||
^
|
||||
SELECT '[,'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[,"
|
||||
LINE 1: SELECT '[,'::vector;
|
||||
^
|
||||
SELECT '[]'::vector;
|
||||
ERROR: vector must have at least 1 dimension
|
||||
LINE 1: SELECT '[]'::vector;
|
||||
^
|
||||
SELECT '[ ]'::vector;
|
||||
ERROR: vector must have at least 1 dimension
|
||||
LINE 1: SELECT '[ ]'::vector;
|
||||
^
|
||||
SELECT '[,]'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[,]"
|
||||
LINE 1: SELECT '[,]'::vector;
|
||||
^
|
||||
SELECT '[1,]'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[1,]"
|
||||
LINE 1: SELECT '[1,]'::vector;
|
||||
^
|
||||
SELECT '[1a]'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[1a]"
|
||||
LINE 1: SELECT '[1a]'::vector;
|
||||
^
|
||||
SELECT '[1,,3]'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[1,,3]"
|
||||
LINE 1: SELECT '[1,,3]'::vector;
|
||||
^
|
||||
SELECT '[1, ,3]'::vector;
|
||||
ERROR: invalid input syntax for type vector: "[1, ,3]"
|
||||
LINE 1: SELECT '[1, ,3]'::vector;
|
||||
^
|
||||
SELECT '[1,2,3]'::vector(3);
|
||||
vector
|
||||
---------
|
||||
[1,2,3]
|
||||
(1 row)
|
||||
|
||||
SELECT '[1,2,3]'::vector(2);
|
||||
ERROR: expected 2 dimensions, not 3
|
||||
SELECT '[1,2,3]'::vector(3, 2);
|
||||
ERROR: invalid type modifier
|
||||
LINE 1: SELECT '[1,2,3]'::vector(3, 2);
|
||||
^
|
||||
SELECT '[1,2,3]'::vector('a');
|
||||
ERROR: invalid input syntax for type integer: "a"
|
||||
LINE 1: SELECT '[1,2,3]'::vector('a');
|
||||
^
|
||||
SELECT '[1,2,3]'::vector(0);
|
||||
ERROR: dimensions for type vector must be at least 1
|
||||
LINE 1: SELECT '[1,2,3]'::vector(0);
|
||||
^
|
||||
SELECT '[1,2,3]'::vector(16001);
|
||||
ERROR: dimensions for type vector cannot exceed 16000
|
||||
LINE 1: SELECT '[1,2,3]'::vector(16001);
|
||||
^
|
||||
SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::vector[]);
|
||||
unnest
|
||||
---------
|
||||
[1,2,3]
|
||||
[4,5,6]
|
||||
(2 rows)
|
||||
|
||||
SELECT '{"[1,2,3]"}'::vector(2)[];
|
||||
ERROR: expected 2 dimensions, not 3
|
||||
@@ -1,3 +1,42 @@
|
||||
SELECT '[1,2,3]'::halfvec;
|
||||
SELECT '[-1,-2,-3]'::halfvec;
|
||||
SELECT '[1.,2.,3.]'::halfvec;
|
||||
SELECT ' [ 1, 2 , 3 ] '::halfvec;
|
||||
SELECT '[1.23456]'::halfvec;
|
||||
SELECT '[hello,1]'::halfvec;
|
||||
SELECT '[NaN,1]'::halfvec;
|
||||
SELECT '[Infinity,1]'::halfvec;
|
||||
SELECT '[-Infinity,1]'::halfvec;
|
||||
SELECT '[65519,-65519]'::halfvec;
|
||||
SELECT '[65520,-65520]'::halfvec;
|
||||
SELECT '[1e-8,-1e-8]'::halfvec;
|
||||
SELECT '[4e38,1]'::halfvec;
|
||||
SELECT '[1e-46,1]'::halfvec;
|
||||
SELECT '[1,2,3'::halfvec;
|
||||
SELECT '[1,2,3]9'::halfvec;
|
||||
SELECT '1,2,3'::halfvec;
|
||||
SELECT ''::halfvec;
|
||||
SELECT '['::halfvec;
|
||||
SELECT '[ '::halfvec;
|
||||
SELECT '[,'::halfvec;
|
||||
SELECT '[]'::halfvec;
|
||||
SELECT '[ ]'::halfvec;
|
||||
SELECT '[,]'::halfvec;
|
||||
SELECT '[1,]'::halfvec;
|
||||
SELECT '[1a]'::halfvec;
|
||||
SELECT '[1,,3]'::halfvec;
|
||||
SELECT '[1, ,3]'::halfvec;
|
||||
|
||||
SELECT '[1,2,3]'::halfvec(3);
|
||||
SELECT '[1,2,3]'::halfvec(2);
|
||||
SELECT '[1,2,3]'::halfvec(3, 2);
|
||||
SELECT '[1,2,3]'::halfvec('a');
|
||||
SELECT '[1,2,3]'::halfvec(0);
|
||||
SELECT '[1,2,3]'::halfvec(16001);
|
||||
|
||||
SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::halfvec[]);
|
||||
SELECT '{"[1,2,3]"}'::halfvec(2)[];
|
||||
|
||||
SELECT '[1,2,3]'::halfvec + '[4,5,6]';
|
||||
SELECT '[65519]'::halfvec + '[65519]';
|
||||
SELECT '[1,2]'::halfvec + '[3]';
|
||||
@@ -1,38 +0,0 @@
|
||||
SELECT '[1,2,3]'::halfvec;
|
||||
SELECT '[-1,-2,-3]'::halfvec;
|
||||
SELECT '[1.,2.,3.]'::halfvec;
|
||||
SELECT ' [ 1, 2 , 3 ] '::halfvec;
|
||||
SELECT '[1.23456]'::halfvec;
|
||||
SELECT '[hello,1]'::halfvec;
|
||||
SELECT '[NaN,1]'::halfvec;
|
||||
SELECT '[Infinity,1]'::halfvec;
|
||||
SELECT '[-Infinity,1]'::halfvec;
|
||||
SELECT '[65519,-65519]'::halfvec;
|
||||
SELECT '[65520,-65520]'::halfvec;
|
||||
SELECT '[1e-8,-1e-8]'::halfvec;
|
||||
SELECT '[4e38,1]'::halfvec;
|
||||
SELECT '[1e-46,1]'::halfvec;
|
||||
SELECT '[1,2,3'::halfvec;
|
||||
SELECT '[1,2,3]9'::halfvec;
|
||||
SELECT '1,2,3'::halfvec;
|
||||
SELECT ''::halfvec;
|
||||
SELECT '['::halfvec;
|
||||
SELECT '[ '::halfvec;
|
||||
SELECT '[,'::halfvec;
|
||||
SELECT '[]'::halfvec;
|
||||
SELECT '[ ]'::halfvec;
|
||||
SELECT '[,]'::halfvec;
|
||||
SELECT '[1,]'::halfvec;
|
||||
SELECT '[1a]'::halfvec;
|
||||
SELECT '[1,,3]'::halfvec;
|
||||
SELECT '[1, ,3]'::halfvec;
|
||||
|
||||
SELECT '[1,2,3]'::halfvec(3);
|
||||
SELECT '[1,2,3]'::halfvec(2);
|
||||
SELECT '[1,2,3]'::halfvec(3, 2);
|
||||
SELECT '[1,2,3]'::halfvec('a');
|
||||
SELECT '[1,2,3]'::halfvec(0);
|
||||
SELECT '[1,2,3]'::halfvec(16001);
|
||||
|
||||
SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::halfvec[]);
|
||||
SELECT '{"[1,2,3]"}'::halfvec(2)[];
|
||||
@@ -1,3 +1,62 @@
|
||||
SELECT '{1:1.5,3:3.5}/5'::sparsevec;
|
||||
SELECT '{1:-2,3:-4}/5'::sparsevec;
|
||||
SELECT '{1:2.,3:4.}/5'::sparsevec;
|
||||
SELECT ' { 1 : 1.5 , 3 : 3.5 } / 5 '::sparsevec;
|
||||
SELECT '{1:1.23456}/1'::sparsevec;
|
||||
SELECT '{1:hello,2:1}/2'::sparsevec;
|
||||
SELECT '{1:NaN,2:1}/2'::sparsevec;
|
||||
SELECT '{1:Infinity,2:1}/2'::sparsevec;
|
||||
SELECT '{1:-Infinity,2:1}/2'::sparsevec;
|
||||
SELECT '{1:1.5e38,2:-1.5e38}/2'::sparsevec;
|
||||
SELECT '{1:1.5e+38,2:-1.5e+38}/2'::sparsevec;
|
||||
SELECT '{1:1.5e-38,2:-1.5e-38}/2'::sparsevec;
|
||||
SELECT '{1:4e38,2:1}/2'::sparsevec;
|
||||
SELECT '{1:-4e38,2:1}/2'::sparsevec;
|
||||
SELECT '{1:1e-46,2:1}/2'::sparsevec;
|
||||
SELECT '{1:-1e-46,2:1}/2'::sparsevec;
|
||||
SELECT ''::sparsevec;
|
||||
SELECT '{'::sparsevec;
|
||||
SELECT '{ '::sparsevec;
|
||||
SELECT '{:'::sparsevec;
|
||||
SELECT '{,'::sparsevec;
|
||||
SELECT '{}'::sparsevec;
|
||||
SELECT '{}/'::sparsevec;
|
||||
SELECT '{}/1'::sparsevec;
|
||||
SELECT '{}/1a'::sparsevec;
|
||||
SELECT '{ }/1'::sparsevec;
|
||||
SELECT '{:}/1'::sparsevec;
|
||||
SELECT '{,}/1'::sparsevec;
|
||||
SELECT '{1,}/1'::sparsevec;
|
||||
SELECT '{:1}/1'::sparsevec;
|
||||
SELECT '{1:}/1'::sparsevec;
|
||||
SELECT '{1a:1}/1'::sparsevec;
|
||||
SELECT '{1:1a}/1'::sparsevec;
|
||||
SELECT '{1:1,}/1'::sparsevec;
|
||||
SELECT '{1:0,2:1,3:0}/3'::sparsevec;
|
||||
SELECT '{2:1,1:1}/2'::sparsevec;
|
||||
SELECT '{1:1,1:1}/2'::sparsevec;
|
||||
SELECT '{1:1,2:1,1:1}/2'::sparsevec;
|
||||
SELECT '{}/5'::sparsevec;
|
||||
SELECT '{}/-1'::sparsevec;
|
||||
SELECT '{}/1000000001'::sparsevec;
|
||||
SELECT '{}/2147483648'::sparsevec;
|
||||
SELECT '{}/-2147483649'::sparsevec;
|
||||
SELECT '{}/9223372036854775808'::sparsevec;
|
||||
SELECT '{}/-9223372036854775809'::sparsevec;
|
||||
SELECT '{2147483647:1}/1'::sparsevec;
|
||||
SELECT '{2147483648:1}/1'::sparsevec;
|
||||
SELECT '{-2147483648:1}/1'::sparsevec;
|
||||
SELECT '{-2147483649:1}/1'::sparsevec;
|
||||
SELECT '{0:1}/1'::sparsevec;
|
||||
SELECT '{2:1}/1'::sparsevec;
|
||||
|
||||
SELECT '{}/3'::sparsevec(3);
|
||||
SELECT '{}/3'::sparsevec(2);
|
||||
SELECT '{}/3'::sparsevec(3, 2);
|
||||
SELECT '{}/3'::sparsevec('a');
|
||||
SELECT '{}/3'::sparsevec(0);
|
||||
SELECT '{}/3'::sparsevec(1000000001);
|
||||
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec < '{1:1,2:2,3:3}/3';
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec < '{1:1,2:2}/2';
|
||||
SELECT '{1:1,2:2,3:3}/3'::sparsevec <= '{1:1,2:2,3:3}/3';
|
||||
@@ -1,58 +0,0 @@
|
||||
SELECT '{1:1.5,3:3.5}/5'::sparsevec;
|
||||
SELECT '{1:-2,3:-4}/5'::sparsevec;
|
||||
SELECT '{1:2.,3:4.}/5'::sparsevec;
|
||||
SELECT ' { 1 : 1.5 , 3 : 3.5 } / 5 '::sparsevec;
|
||||
SELECT '{1:1.23456}/1'::sparsevec;
|
||||
SELECT '{1:hello,2:1}/2'::sparsevec;
|
||||
SELECT '{1:NaN,2:1}/2'::sparsevec;
|
||||
SELECT '{1:Infinity,2:1}/2'::sparsevec;
|
||||
SELECT '{1:-Infinity,2:1}/2'::sparsevec;
|
||||
SELECT '{1:1.5e38,2:-1.5e38}/2'::sparsevec;
|
||||
SELECT '{1:1.5e+38,2:-1.5e+38}/2'::sparsevec;
|
||||
SELECT '{1:1.5e-38,2:-1.5e-38}/2'::sparsevec;
|
||||
SELECT '{1:4e38,2:1}/2'::sparsevec;
|
||||
SELECT '{1:-4e38,2:1}/2'::sparsevec;
|
||||
SELECT '{1:1e-46,2:1}/2'::sparsevec;
|
||||
SELECT '{1:-1e-46,2:1}/2'::sparsevec;
|
||||
SELECT ''::sparsevec;
|
||||
SELECT '{'::sparsevec;
|
||||
SELECT '{ '::sparsevec;
|
||||
SELECT '{:'::sparsevec;
|
||||
SELECT '{,'::sparsevec;
|
||||
SELECT '{}'::sparsevec;
|
||||
SELECT '{}/'::sparsevec;
|
||||
SELECT '{}/1'::sparsevec;
|
||||
SELECT '{}/1a'::sparsevec;
|
||||
SELECT '{ }/1'::sparsevec;
|
||||
SELECT '{:}/1'::sparsevec;
|
||||
SELECT '{,}/1'::sparsevec;
|
||||
SELECT '{1,}/1'::sparsevec;
|
||||
SELECT '{:1}/1'::sparsevec;
|
||||
SELECT '{1:}/1'::sparsevec;
|
||||
SELECT '{1a:1}/1'::sparsevec;
|
||||
SELECT '{1:1a}/1'::sparsevec;
|
||||
SELECT '{1:1,}/1'::sparsevec;
|
||||
SELECT '{1:0,2:1,3:0}/3'::sparsevec;
|
||||
SELECT '{2:1,1:1}/2'::sparsevec;
|
||||
SELECT '{1:1,1:1}/2'::sparsevec;
|
||||
SELECT '{1:1,2:1,1:1}/2'::sparsevec;
|
||||
SELECT '{}/5'::sparsevec;
|
||||
SELECT '{}/-1'::sparsevec;
|
||||
SELECT '{}/1000000001'::sparsevec;
|
||||
SELECT '{}/2147483648'::sparsevec;
|
||||
SELECT '{}/-2147483649'::sparsevec;
|
||||
SELECT '{}/9223372036854775808'::sparsevec;
|
||||
SELECT '{}/-9223372036854775809'::sparsevec;
|
||||
SELECT '{2147483647:1}/1'::sparsevec;
|
||||
SELECT '{2147483648:1}/1'::sparsevec;
|
||||
SELECT '{-2147483648:1}/1'::sparsevec;
|
||||
SELECT '{-2147483649:1}/1'::sparsevec;
|
||||
SELECT '{0:1}/1'::sparsevec;
|
||||
SELECT '{2:1}/1'::sparsevec;
|
||||
|
||||
SELECT '{}/3'::sparsevec(3);
|
||||
SELECT '{}/3'::sparsevec(2);
|
||||
SELECT '{}/3'::sparsevec(3, 2);
|
||||
SELECT '{}/3'::sparsevec('a');
|
||||
SELECT '{}/3'::sparsevec(0);
|
||||
SELECT '{}/3'::sparsevec(1000000001);
|
||||
@@ -1,3 +1,45 @@
|
||||
SELECT '[1,2,3]'::vector;
|
||||
SELECT '[-1,-2,-3]'::vector;
|
||||
SELECT '[1.,2.,3.]'::vector;
|
||||
SELECT ' [ 1, 2 , 3 ] '::vector;
|
||||
SELECT '[1.23456]'::vector;
|
||||
SELECT '[hello,1]'::vector;
|
||||
SELECT '[NaN,1]'::vector;
|
||||
SELECT '[Infinity,1]'::vector;
|
||||
SELECT '[-Infinity,1]'::vector;
|
||||
SELECT '[1.5e38,-1.5e38]'::vector;
|
||||
SELECT '[1.5e+38,-1.5e+38]'::vector;
|
||||
SELECT '[1.5e-38,-1.5e-38]'::vector;
|
||||
SELECT '[4e38,1]'::vector;
|
||||
SELECT '[-4e38,1]'::vector;
|
||||
SELECT '[1e-46,1]'::vector;
|
||||
SELECT '[-1e-46,1]'::vector;
|
||||
SELECT '[1,2,3'::vector;
|
||||
SELECT '[1,2,3]9'::vector;
|
||||
SELECT '1,2,3'::vector;
|
||||
SELECT ''::vector;
|
||||
SELECT '['::vector;
|
||||
SELECT '[ '::vector;
|
||||
SELECT '[,'::vector;
|
||||
SELECT '[]'::vector;
|
||||
SELECT '[ ]'::vector;
|
||||
SELECT '[,]'::vector;
|
||||
SELECT '[1,]'::vector;
|
||||
SELECT '[1a]'::vector;
|
||||
SELECT '[1,,3]'::vector;
|
||||
SELECT '[1, ,3]'::vector;
|
||||
|
||||
SELECT '[1,2,3]'::vector(3);
|
||||
SELECT '[1,2,3]'::vector(2);
|
||||
SELECT '[1,2,3]'::vector(3, 2);
|
||||
SELECT '[1,2,3]'::vector('a');
|
||||
SELECT '[1,2,3]'::vector(0);
|
||||
SELECT '[1,2,3]'::vector(16001);
|
||||
|
||||
SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::vector[]);
|
||||
SELECT '{"[1,2,3]"}'::vector(2)[];
|
||||
|
||||
|
||||
SELECT '[1,2,3]'::vector + '[4,5,6]';
|
||||
SELECT '[3e38]'::vector + '[3e38]';
|
||||
SELECT '[1,2]'::vector + '[3]';
|
||||
@@ -1,40 +0,0 @@
|
||||
SELECT '[1,2,3]'::vector;
|
||||
SELECT '[-1,-2,-3]'::vector;
|
||||
SELECT '[1.,2.,3.]'::vector;
|
||||
SELECT ' [ 1, 2 , 3 ] '::vector;
|
||||
SELECT '[1.23456]'::vector;
|
||||
SELECT '[hello,1]'::vector;
|
||||
SELECT '[NaN,1]'::vector;
|
||||
SELECT '[Infinity,1]'::vector;
|
||||
SELECT '[-Infinity,1]'::vector;
|
||||
SELECT '[1.5e38,-1.5e38]'::vector;
|
||||
SELECT '[1.5e+38,-1.5e+38]'::vector;
|
||||
SELECT '[1.5e-38,-1.5e-38]'::vector;
|
||||
SELECT '[4e38,1]'::vector;
|
||||
SELECT '[-4e38,1]'::vector;
|
||||
SELECT '[1e-46,1]'::vector;
|
||||
SELECT '[-1e-46,1]'::vector;
|
||||
SELECT '[1,2,3'::vector;
|
||||
SELECT '[1,2,3]9'::vector;
|
||||
SELECT '1,2,3'::vector;
|
||||
SELECT ''::vector;
|
||||
SELECT '['::vector;
|
||||
SELECT '[ '::vector;
|
||||
SELECT '[,'::vector;
|
||||
SELECT '[]'::vector;
|
||||
SELECT '[ ]'::vector;
|
||||
SELECT '[,]'::vector;
|
||||
SELECT '[1,]'::vector;
|
||||
SELECT '[1a]'::vector;
|
||||
SELECT '[1,,3]'::vector;
|
||||
SELECT '[1, ,3]'::vector;
|
||||
|
||||
SELECT '[1,2,3]'::vector(3);
|
||||
SELECT '[1,2,3]'::vector(2);
|
||||
SELECT '[1,2,3]'::vector(3, 2);
|
||||
SELECT '[1,2,3]'::vector('a');
|
||||
SELECT '[1,2,3]'::vector(0);
|
||||
SELECT '[1,2,3]'::vector(16001);
|
||||
|
||||
SELECT unnest('{"[1,2,3]", "[4,5,6]"}'::vector[]);
|
||||
SELECT '{"[1,2,3]"}'::vector(2)[];
|
||||
Reference in New Issue
Block a user