ClickHouse/dbms/tests/queries/0_stateless/00829_bitmap_function.sql

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SELECT bitmapToArray(bitmapBuild([1, 2, 3, 4, 5]));
SELECT bitmapToArray(bitmapAnd(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])));
SELECT bitmapToArray(bitmapOr(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])));
SELECT bitmapToArray(bitmapXor(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])));
SELECT bitmapToArray(bitmapAndnot(bitmapBuild([1,2,3]),bitmapBuild([3,4,5])));
SELECT bitmapCardinality(bitmapBuild([1, 2, 3, 4, 5]));
SELECT bitmapAndCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]));
SELECT bitmapOrCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]));
SELECT bitmapXorCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]));
SELECT bitmapAndnotCardinality(bitmapBuild([1,2,3]),bitmapBuild([3,4,5]));
SELECT bitmapAndCardinality(bitmapBuild([100, 200, 500]), bitmapBuild(CAST([100, 200], 'Array(UInt16)')));
SELECT bitmapToArray(bitmapAnd(bitmapBuild([100, 200, 500]), bitmapBuild(CAST([100, 200], 'Array(UInt16)'))));
DROP TABLE IF EXISTS bitmap_test;
CREATE TABLE bitmap_test(pickup_date Date, city_id UInt32, uid UInt32)ENGINE = Memory;
INSERT INTO bitmap_test SELECT '2019-01-01', 1, number FROM numbers(1,50);
INSERT INTO bitmap_test SELECT '2019-01-02', 1, number FROM numbers(11,60);
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SELECT groupBitmap( uid ) AS user_num FROM bitmap_test;
SELECT pickup_date, groupBitmap( uid ) AS user_num, bitmapToArray(groupBitmapState( uid )) AS users FROM bitmap_test GROUP BY pickup_date;
SELECT
bitmapCardinality(day_today) AS today_users,
bitmapCardinality(day_before) AS before_users,
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bitmapOrCardinality(day_today, day_before) AS all_users,
bitmapAndCardinality(day_today, day_before) AS old_users,
bitmapAndnotCardinality(day_today, day_before) AS new_users,
bitmapXorCardinality(day_today, day_before) AS diff_users
FROM
(
SELECT city_id, groupBitmapState( uid ) AS day_today FROM bitmap_test WHERE pickup_date = '2019-01-02' GROUP BY city_id
) js1
ALL LEFT JOIN
(
SELECT city_id, groupBitmapState( uid ) AS day_before FROM bitmap_test WHERE pickup_date = '2019-01-01' GROUP BY city_id
) js2
USING city_id;
SELECT
bitmapCardinality(day_today) AS today_users,
bitmapCardinality(day_before) AS before_users,
bitmapCardinality(bitmapOr(day_today, day_before))ll_users,
bitmapCardinality(bitmapAnd(day_today, day_before)) AS old_users,
bitmapCardinality(bitmapAndnot(day_today, day_before)) AS new_users,
bitmapCardinality(bitmapXor(day_today, day_before)) AS diff_users
FROM
(
SELECT city_id, groupBitmapState( uid ) AS day_today FROM bitmap_test WHERE pickup_date = '2019-01-02' GROUP BY city_id
) js1
ALL LEFT JOIN
(
SELECT city_id, groupBitmapState( uid ) AS day_before FROM bitmap_test WHERE pickup_date = '2019-01-01' GROUP BY city_id
) js2
USING city_id;
SELECT count(*) FROM bitmap_test WHERE bitmapHasAny((SELECT groupBitmapState(uid) FROM bitmap_test WHERE pickup_date = '2019-01-01'), bitmapBuild([uid]));
SELECT count(*) FROM bitmap_test WHERE bitmapHasAny(bitmapBuild([uid]), (SELECT groupBitmapState(uid) FROM bitmap_test WHERE pickup_date = '2019-01-01'));
SELECT count(*) FROM bitmap_test WHERE 0 = bitmapHasAny((SELECT groupBitmapState(uid) FROM bitmap_test WHERE pickup_date = '2019-01-01'), bitmapBuild([uid]));
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SELECT count(*) FROM bitmap_test WHERE bitmapContains((SELECT groupBitmapState(uid) FROM bitmap_test WHERE pickup_date = '2019-01-01'), uid);
SELECT count(*) FROM bitmap_test WHERE 0 = bitmapContains((SELECT groupBitmapState(uid) FROM bitmap_test WHERE pickup_date = '2019-01-01'), uid);
-- bitmap state test
DROP TABLE IF EXISTS bitmap_state_test;
CREATE TABLE bitmap_state_test
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(
pickup_date Date,
city_id UInt32,
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uv AggregateFunction( groupBitmap, UInt32 )
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)
ENGINE = AggregatingMergeTree( pickup_date, ( pickup_date, city_id ), 8192);
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INSERT INTO bitmap_state_test SELECT
pickup_date,
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city_id,
groupBitmapState(uid) AS uv
FROM bitmap_test
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GROUP BY pickup_date, city_id;
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SELECT pickup_date, groupBitmapMerge(uv) AS users from bitmap_state_test group by pickup_date;
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-- between column and expression test
DROP TABLE IF EXISTS bitmap_column_expr_test;
CREATE TABLE bitmap_column_expr_test
(
t DateTime,
z AggregateFunction(groupBitmap, UInt32)
)
ENGINE = MergeTree
PARTITION BY toYYYYMMDD(t)
ORDER BY t;
INSERT INTO bitmap_column_expr_test VALUES (now(), bitmapBuild(cast([3,19,47] as Array(UInt32))));
SELECT bitmapAndCardinality( bitmapBuild(cast([19,7] AS Array(UInt32))), z) FROM bitmap_column_expr_test;
SELECT bitmapAndCardinality( z, bitmapBuild(cast([19,7] AS Array(UInt32))) ) FROM bitmap_column_expr_test;
SELECT bitmapCardinality(bitmapAnd(bitmapBuild(cast([19,7] AS Array(UInt32))), z )) FROM bitmap_column_expr_test;
SELECT bitmapCardinality(bitmapAnd(z, bitmapBuild(cast([19,7] AS Array(UInt32))))) FROM bitmap_column_expr_test;
DROP TABLE IF EXISTS bitmap_test;
DROP TABLE IF EXISTS bitmap_state_test;
DROP TABLE IF EXISTS bitmap_column_expr_test;
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-- bitmapHasAny:
---- Empty
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SELECT bitmapHasAny(bitmapBuild([1, 2, 3, 5]), bitmapBuild(emptyArrayUInt8()));
SELECT bitmapHasAny(bitmapBuild(emptyArrayUInt32()), bitmapBuild(emptyArrayUInt32()));
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SELECT bitmapHasAny(bitmapBuild(emptyArrayUInt16()), bitmapBuild([1, 2, 3, 500]));
---- Small x Small
SELECT bitmapHasAny(bitmapBuild([1, 2, 3, 5]),bitmapBuild([0, 3, 7]));
SELECT bitmapHasAny(bitmapBuild([1, 2, 3, 5]),bitmapBuild([0, 4, 7]));
---- Small x Large
select bitmapHasAny(bitmapBuild([100,110,120]),bitmapBuild([ 99, 100, 101,
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]));
select bitmapHasAny(bitmapBuild([100,200,500]),bitmapBuild([ 99, 101, 600,
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]));
---- Large x Small
select bitmapHasAny(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
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100,200,230]),bitmapBuild([ 99, 100, 101]));
select bitmapHasAny(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]),bitmapBuild([ 99, 101, 600]));
---- Large x Large
select bitmapHasAny(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
40,50,60]),bitmapBuild([ 41, 50, 61,
99,98,97,96,95,94,93,92,91,90,89,88,87,86,85,84,83,82,81,80,79,78,77,76,75,74,73,72,71,70,69,68,67,66,65]));
select bitmapHasAny(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
40,50,60]),bitmapBuild([ 41, 49, 51, 61,
99,98,97,96,95,94,93,92,91,90,89,88,87,86,85,84,83,82,81,80,79,78,77,76,75,74,73,72,71,70,69,68,67,66,65]));
-- bitmapHasAll:
---- Empty
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SELECT bitmapHasAll(bitmapBuild([1, 2, 3, 5]), bitmapBuild(emptyArrayUInt8()));
SELECT bitmapHasAll(bitmapBuild(emptyArrayUInt32()), bitmapBuild(emptyArrayUInt32()));
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SELECT bitmapHasAll(bitmapBuild(emptyArrayUInt16()), bitmapBuild([1, 2, 3, 500]));
---- Small x Small
select bitmapHasAll(bitmapBuild([1,5,7,9]),bitmapBuild([5,7]));
select bitmapHasAll(bitmapBuild([1,5,7,9]),bitmapBuild([5,7,2]));
---- Small x Large
select bitmapHasAll(bitmapBuild([100,110,120]),bitmapBuild([ 99, 100, 101,
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]));
select bitmapHasAll(bitmapBuild([100,200,500]),bitmapBuild([ 99, 101, 600,
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]));
---- Small x LargeSmall
select bitmapHasAll(bitmapBuild([1,5,7,9]),bitmapXor(bitmapBuild([1,5,7]), bitmapBuild([5,7,9])));
select bitmapHasAll(bitmapBuild([1,5,7,9]),bitmapXor(bitmapBuild([1,5,7]), bitmapBuild([2,5,7])));
---- Large x Small
select bitmapHasAll(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]),bitmapBuild([100, 500]));
select bitmapHasAll(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]),bitmapBuild([ 99, 100, 500]));
---- LargeSmall x Small
select bitmapHasAll(bitmapXor(bitmapBuild([1,7]), bitmapBuild([5,7,9])), bitmapBuild([1,5]));
select bitmapHasAll(bitmapXor(bitmapBuild([1,7]), bitmapBuild([5,7,9])), bitmapBuild([1,5,7]));
---- Large x Large
select bitmapHasAll(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]),bitmapBuild([ 100, 200, 500,
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]));
select bitmapHasAll(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]),bitmapBuild([ 100, 200, 501,
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33]));
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-- bitmapContains:
---- Empty
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SELECT bitmapContains(bitmapBuild(emptyArrayUInt32()), toUInt32(0));
SELECT bitmapContains(bitmapBuild(emptyArrayUInt16()), toUInt32(5));
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---- Small
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select bitmapContains(bitmapBuild([1,5,7,9]),toUInt32(0));
select bitmapContains(bitmapBuild([1,5,7,9]),toUInt32(9));
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---- Large
select bitmapContains(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
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100,200,500]),toUInt32(100));
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select bitmapContains(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
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100,200,500]),toUInt32(101));
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select bitmapContains(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
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100,200,500]),toUInt32(500));
-- bitmapSubsetInRange:
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---- Empty
SELECT bitmapToArray(bitmapSubsetInRange(bitmapBuild(emptyArrayUInt32()), toUInt32(0), toUInt32(10)));
SELECT bitmapToArray(bitmapSubsetInRange(bitmapBuild(emptyArrayUInt16()), toUInt32(0), toUInt32(10)));
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---- Small
select bitmapToArray(bitmapSubsetInRange(bitmapBuild([1,5,7,9]), toUInt32(0), toUInt32(4)));
select bitmapToArray(bitmapSubsetInRange(bitmapBuild([1,5,7,9]), toUInt32(10), toUInt32(10)));
select bitmapToArray(bitmapSubsetInRange(bitmapBuild([1,5,7,9]), toUInt32(3), toUInt32(7)));
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---- Large
select bitmapToArray(bitmapSubsetInRange(bitmapBuild([
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0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]), toUInt32(0), toUInt32(100)));
select bitmapToArray(bitmapSubsetInRange(bitmapBuild([
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0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]), toUInt32(30), toUInt32(200)));
select bitmapToArray(bitmapSubsetInRange(bitmapBuild([
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0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]), toUInt32(100), toUInt32(200)));
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-- bitmapSubsetLimit:
---- Empty
SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild(emptyArrayUInt32()), toUInt32(0), toUInt32(10)));
SELECT bitmapToArray(bitmapSubsetLimit(bitmapBuild(emptyArrayUInt16()), toUInt32(0), toUInt32(10)));
---- Small
select bitmapToArray(bitmapSubsetLimit(bitmapBuild([1,5,7,9]), toUInt32(0), toUInt32(4)));
select bitmapToArray(bitmapSubsetLimit(bitmapBuild([1,5,7,9]), toUInt32(10), toUInt32(10)));
select bitmapToArray(bitmapSubsetLimit(bitmapBuild([1,5,7,9]), toUInt32(3), toUInt32(7)));
---- Large
select bitmapToArray(bitmapSubsetLimit(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]), toUInt32(0), toUInt32(100)));
select bitmapToArray(bitmapSubsetLimit(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]), toUInt32(30), toUInt32(200)));
select bitmapToArray(bitmapSubsetLimit(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]), toUInt32(100), toUInt32(200)));
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-- bitmapMin:
---- Empty
SELECT bitmapMin(bitmapBuild(emptyArrayUInt8()));
SELECT bitmapMin(bitmapBuild(emptyArrayUInt16()));
SELECT bitmapMin(bitmapBuild(emptyArrayUInt32()));
---- Small
select bitmapMin(bitmapBuild([1,5,7,9]));
---- Large
select bitmapMin(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]));
-- bitmapMax:
---- Empty
SELECT bitmapMax(bitmapBuild(emptyArrayUInt8()));
SELECT bitmapMax(bitmapBuild(emptyArrayUInt16()));
SELECT bitmapMax(bitmapBuild(emptyArrayUInt32()));
---- Small
select bitmapMax(bitmapBuild([1,5,7,9]));
---- Large
select bitmapMax(bitmapBuild([
0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,
100,200,500]));