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96 lines
2.8 KiB
XML
96 lines
2.8 KiB
XML
<test>
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<substitutions>
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<substitution>
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<name>element_type</name>
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<values>
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<value>Float32</value>
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<value>Float64</value>
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</values>
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</substitution>
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</substitutions>
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<create_query>
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CREATE TABLE vecs_{element_type} (
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v Array({element_type})
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) ENGINE=Memory;
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</create_query>
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<!-- Gererate arrays with random data -->
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<fill_query>
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INSERT INTO vecs_{element_type}
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SELECT v FROM (
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SELECT
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number AS n,
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[
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rand(n*10),
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rand(n*10+1),
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rand(n*10+2),
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rand(n*10+3),
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rand(n*10+4),
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rand(n*10+5),
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rand(n*10+6),
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rand(n*10+7),
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rand(n*10+8),
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rand(n*10+9),
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rand(n*10),
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rand(n*10+1),
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rand(n*10+2),
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rand(n*10+3),
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rand(n*10+4),
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rand(n*10+5),
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rand(n*10+6),
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rand(n*10+7),
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rand(n*10+8),
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rand(n*10+9),
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rand(n*10),
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rand(n*10+1),
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rand(n*10+2),
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rand(n*10+3),
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rand(n*10+4),
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rand(n*10+5),
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rand(n*10+6),
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rand(n*10+7),
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rand(n*10+8),
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rand(n*10+9),
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rand(n*10),
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rand(n*10+1),
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rand(n*10+2),
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rand(n*10+3),
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rand(n*10+4),
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rand(n*10+5),
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rand(n*10+6),
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rand(n*10+7)
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] AS v
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FROM system.numbers
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LIMIT 10000000
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);
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</fill_query>
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<settings>
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<max_threads>1</max_threads>
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</settings>
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<!-- Norm kinds-->
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<substitutions>
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<substitution>
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<name>norm</name>
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<values>
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<value>L1</value>
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<value>L2</value>
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<value>L2Squared</value>
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<value>Linf</value>
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</values>
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</substitution>
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</substitutions>
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<!-- Arrays -->
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<query>SELECT sum(dist) FROM (SELECT {norm}Norm(v) AS dist FROM vecs_{element_type})</query>
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<query>WITH (SELECT v FROM vecs_{element_type} limit 1) AS a SELECT sum(dist) FROM (SELECT {norm}Distance(a, v) AS dist FROM vecs_{element_type})</query>
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<query>WITH (SELECT v FROM vecs_{element_type} limit 1) AS a SELECT sum(dist) FROM (SELECT cosineDistance(a, v) AS dist FROM vecs_{element_type})</query>
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<drop_query>DROP TABLE vecs_{element_type}</drop_query>
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</test>
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