mirror of
https://github.com/ClickHouse/ClickHouse.git
synced 2024-11-30 11:32:03 +00:00
101 lines
3.2 KiB
XML
101 lines
3.2 KiB
XML
<test>
|
|
|
|
<substitutions>
|
|
<substitution>
|
|
<name>element_type</name>
|
|
<values>
|
|
<value>UInt8</value>
|
|
<value>Int16</value>
|
|
<value>Int32</value>
|
|
<value>Int64</value>
|
|
<value>Float32</value>
|
|
<value>Float64</value>
|
|
</values>
|
|
</substitution>
|
|
</substitutions>
|
|
|
|
<create_query>
|
|
CREATE TABLE vecs_{element_type} (
|
|
v Array({element_type})
|
|
) ENGINE=Memory;
|
|
</create_query>
|
|
|
|
<!-- Gererate arrays with random data -->
|
|
|
|
<fill_query>
|
|
INSERT INTO vecs_{element_type}
|
|
SELECT v FROM (
|
|
SELECT
|
|
number AS n,
|
|
[
|
|
rand(n*10),
|
|
rand(n*10+1),
|
|
rand(n*10+2),
|
|
rand(n*10+3),
|
|
rand(n*10+4),
|
|
rand(n*10+5),
|
|
rand(n*10+6),
|
|
rand(n*10+7),
|
|
rand(n*10+8),
|
|
rand(n*10+9)
|
|
] AS v
|
|
FROM system.numbers
|
|
LIMIT 10000000
|
|
);
|
|
</fill_query>
|
|
|
|
<!-- The same data in the form of tuples -->
|
|
|
|
<create_query>
|
|
CREATE TABLE tuples_{element_type} (
|
|
t Tuple(
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type},
|
|
{element_type}
|
|
)
|
|
) ENGINE=Memory;
|
|
</create_query>
|
|
|
|
<fill_query>
|
|
INSERT INTO tuples_{element_type}
|
|
SELECT (v[1], v[2], v[3], v[4], v[5], v[6], v[7], v[8], v[9], v[10]) FROM vecs_{element_type};
|
|
</fill_query>
|
|
|
|
<settings>
|
|
<max_threads>1</max_threads>
|
|
</settings>
|
|
|
|
<!-- Norm kinds-->
|
|
<substitutions>
|
|
<substitution>
|
|
<name>norm</name>
|
|
<values>
|
|
<value>L1</value>
|
|
<value>L2</value>
|
|
<value>Linf</value>
|
|
</values>
|
|
</substitution>
|
|
</substitutions>
|
|
|
|
<!-- Tuples -->
|
|
<query>SELECT sum(dist) FROM (SELECT {norm}Norm(t) AS dist FROM tuples_{element_type})</query>
|
|
<query>WITH (SELECT t FROM tuples_{element_type} limit 1) AS a SELECT sum(dist) FROM (SELECT {norm}Distance(a, t) AS dist FROM tuples_{element_type})</query>
|
|
<query>WITH (SELECT t FROM tuples_{element_type} limit 1) AS a SELECT sum(dist) FROM (SELECT cosineDistance(a, t) AS dist FROM tuples_{element_type})</query>
|
|
|
|
<!-- Arrays -->
|
|
<query>SELECT sum(dist) FROM (SELECT {norm}Norm(v) AS dist FROM vecs_{element_type})</query>
|
|
<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>
|
|
<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>
|
|
|
|
<drop_query>DROP TABLE vecs_{element_type}</drop_query>
|
|
<drop_query>DROP TABLE tuples_{element_type}</drop_query>
|
|
|
|
</test>
|