mirror of
https://github.com/pgvector/pgvector.git
synced 2026-07-01 18:21:16 +08:00
Do not use index without limit or if limit + offset > expected tuples
This commit is contained in:
@@ -3,7 +3,7 @@ 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 USING hnsw (val vector_cosine_ops);
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INSERT INTO t (val) VALUES ('[1,2,4]');
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SELECT * FROM t ORDER BY val <=> '[3,3,3]';
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SELECT * FROM t ORDER BY val <=> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,1,1]
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@@ -11,13 +11,13 @@ SELECT * FROM t ORDER BY val <=> '[3,3,3]';
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[1,2,4]
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(3 rows)
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]') t2;
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]' LIMIT 5) t2;
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count
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-------
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3
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(1 row)
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::vector)) t2;
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::vector) LIMIT 5) t2;
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count
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-------
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3
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@@ -3,7 +3,7 @@ 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 USING hnsw (val vector_ip_ops);
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INSERT INTO t (val) VALUES ('[1,2,4]');
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SELECT * FROM t ORDER BY val <#> '[3,3,3]';
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SELECT * FROM t ORDER BY val <#> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,2,4]
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@@ -12,7 +12,7 @@ SELECT * FROM t ORDER BY val <#> '[3,3,3]';
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[0,0,0]
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(4 rows)
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::vector)) t2;
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::vector) LIMIT 5) t2;
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count
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-------
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4
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@@ -3,7 +3,7 @@ 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 USING hnsw (val vector_l2_ops);
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INSERT INTO t (val) VALUES ('[1,2,4]');
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SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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SELECT * FROM t ORDER BY val <-> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,2,3]
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@@ -12,7 +12,7 @@ SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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[0,0,0]
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(4 rows)
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SELECT * FROM t ORDER BY val <-> (SELECT NULL::vector);
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SELECT * FROM t ORDER BY val <-> (SELECT NULL::vector) LIMIT 5;
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val
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---------
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[0,0,0]
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@@ -28,7 +28,7 @@ SELECT COUNT(*) FROM t;
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(1 row)
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TRUNCATE t;
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SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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SELECT * FROM t ORDER BY val <-> '[3,3,3]' LIMIT 5;
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val
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-----
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(0 rows)
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@@ -2,7 +2,7 @@ SET enable_seqscan = off;
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CREATE UNLOGGED 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 USING hnsw (val vector_l2_ops);
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SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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SELECT * FROM t ORDER BY val <-> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,2,3]
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@@ -3,7 +3,7 @@ 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 USING ivfflat (val vector_cosine_ops) WITH (lists = 1);
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INSERT INTO t (val) VALUES ('[1,2,4]');
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SELECT * FROM t ORDER BY val <=> '[3,3,3]';
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SELECT * FROM t ORDER BY val <=> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,1,1]
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@@ -11,13 +11,13 @@ SELECT * FROM t ORDER BY val <=> '[3,3,3]';
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[1,2,4]
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(3 rows)
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]') t2;
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> '[0,0,0]' LIMIT 5) t2;
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count
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-------
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3
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(1 row)
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::vector)) t2;
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <=> (SELECT NULL::vector) LIMIT 5) t2;
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count
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-------
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3
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@@ -3,7 +3,7 @@ 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 USING ivfflat (val vector_ip_ops) WITH (lists = 1);
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INSERT INTO t (val) VALUES ('[1,2,4]');
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SELECT * FROM t ORDER BY val <#> '[3,3,3]';
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SELECT * FROM t ORDER BY val <#> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,2,4]
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@@ -12,7 +12,7 @@ SELECT * FROM t ORDER BY val <#> '[3,3,3]';
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[0,0,0]
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(4 rows)
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::vector)) t2;
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SELECT COUNT(*) FROM (SELECT * FROM t ORDER BY val <#> (SELECT NULL::vector) LIMIT 5) t2;
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count
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-------
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4
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@@ -3,7 +3,7 @@ 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 USING ivfflat (val vector_l2_ops) WITH (lists = 1);
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INSERT INTO t (val) VALUES ('[1,2,4]');
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SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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SELECT * FROM t ORDER BY val <-> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,2,3]
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@@ -12,7 +12,7 @@ SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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[0,0,0]
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(4 rows)
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SELECT * FROM t ORDER BY val <-> (SELECT NULL::vector);
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SELECT * FROM t ORDER BY val <-> (SELECT NULL::vector) LIMIT 5;
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val
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---------
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[0,0,0]
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@@ -31,7 +31,7 @@ TRUNCATE t;
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NOTICE: ivfflat index created with little data
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DETAIL: This will cause low recall.
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HINT: Drop the index until the table has more data.
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SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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SELECT * FROM t ORDER BY val <-> '[3,3,3]' LIMIT 5;
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val
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-----
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(0 rows)
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@@ -2,7 +2,7 @@ SET enable_seqscan = off;
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CREATE UNLOGGED 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 USING ivfflat (val vector_l2_ops) WITH (lists = 1);
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SELECT * FROM t ORDER BY val <-> '[3,3,3]';
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SELECT * FROM t ORDER BY val <-> '[3,3,3]' LIMIT 5;
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val
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---------
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[1,2,3]
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