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add theta sketch integration tests #11214

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Merged
walterddr merged 1 commit into from
Jul 29, 2023
Merged

add theta sketch integration tests #11214

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108 changes: 65 additions & 43 deletions ...on-tests/src/test/java/org/apache/pinot/integration/tests/ThetaSketchIntegrationTest.java
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Original file line number Diff line number Diff line change
Expand Up @@ -255,15 +255,15 @@ public void testThetaSketchQueryV2(boolean useMultiStageQueryEngine)
int expected = 50 + 60 + 70 + 110 + 120 + 130;
runAndAssert(query, expected);

/*
query = "select distinctCountThetaSketch(thetaSketchCol, '', 'dimName = ''gender'' and dimValue = ''Female''', "
+ "'$1') from " + DEFAULT_TABLE_NAME;
query = "select getThetaSketchEstimate(distinctCountRAWThetaSketch(thetaSketchCol)"
+ " FILTER (WHERE dimName = 'gender' and dimValue = 'Female')) from " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender''', 'dimValue = ''Female''', 'SET_INTERSECT($1, $2)') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_INTERSECT( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'gender'),"
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Female'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);
*/
}

// gender = male
Expand All @@ -273,16 +273,15 @@ public void testThetaSketchQueryV2(boolean useMultiStageQueryEngine)
int expected = 80 + 90 + 100 + 140 + 150 + 160;
runAndAssert(query, expected);

/*
query =
"select distinctCountThetaSketch(thetaSketchCol, '', 'dimName = ''gender'' and dimValue = ''Male''', '$1') "
+ "from " + DEFAULT_TABLE_NAME;
query = "select getThetaSketchEstimate(distinctCountRAWThetaSketch(thetaSketchCol)"
+ " FILTER (WHERE dimName = 'gender' and dimValue = 'Male')) from " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender''', 'dimValue = ''Male''', 'SET_INTERSECT($1, $2)') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_INTERSECT( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'gender'),"
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Male'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);
*/
}

// course = math
Expand All @@ -292,66 +291,89 @@ public void testThetaSketchQueryV2(boolean useMultiStageQueryEngine)
int expected = 50 + 80 + 110 + 140;
runAndAssert(query, expected);

/*
query =
"select distinctCountThetaSketch(thetaSketchCol, '', 'dimName = ''course'' and dimValue = ''Math''', '$1') "
+ "from " + DEFAULT_TABLE_NAME;
query = "select getThetaSketchEstimate(distinctCountRAWThetaSketch(thetaSketchCol)"
+ " FILTER (WHERE dimName = 'course' and dimValue = 'Math')) from " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''course''', 'dimValue = ''Math''', 'SET_INTERSECT($1, $2)') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_INTERSECT( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'course'),"
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Math'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);
*/
}

/*
// gender = female INTERSECT course = math
{
String query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender'' and dimValue = ''Female''', 'dimName = ''course'' and dimValue = ''Math''', "
+ "'SET_INTERSECT($1, $2)') from " + DEFAULT_TABLE_NAME;
String query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_INTERSECT( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER ("
+ " WHERE dimName = 'gender' and dimValue = 'Female'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER ("
+ " WHERE dimName = 'course' and dimValue = 'Math'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
int expected = 50 + 110;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender''', 'dimValue = ''Female''', 'dimName = ''course''', 'dimValue = ''Math''', "
+ "'SET_INTERSECT($1, $2, $3, $4)') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_INTERSECT( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'gender'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Female'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'course'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Math'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender''', 'dimValue = ''Female''', 'dimName = ''course''', 'dimValue = ''Math''', "
+ "'SET_INTERSECT(SET_INTERSECT($1, $2), SET_INTERSECT($3, $4))') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_INTERSECT(THETA_SKETCH_INTERSECT("
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'gender'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Female')), "
+ " THETA_SKETCH_INTERSECT("
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'course'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Math')))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);
}

// gender = male UNION course = biology
{
String query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender'' and dimValue = ''Male''', 'dimName = ''course'' and dimValue = ''Biology''', "
+ "'SET_UNION($1, $2)') from " + DEFAULT_TABLE_NAME;
String query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_UNION( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER ("
+ " WHERE dimName = 'gender' and dimValue = 'Male'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER ("
+ " WHERE dimName = 'course' and dimValue = 'Biology'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
int expected = 70 + 80 + 90 + 100 + 130 + 140 + 150 + 160;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender''', 'dimValue = ''Male''', 'dimName = ''course''', 'dimValue = ''Biology''', "
+ "'SET_UNION(SET_INTERSECT($1, $2), SET_INTERSECT($3, $4))') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_UNION("
+ " THETA_SKETCH_INTERSECT("
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'gender'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Male')), "
+ " THETA_SKETCH_INTERSECT("
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'course'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Biology')))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);
}

// gender = female DIFF course = history
{
String query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender'' and dimValue = ''Female''', 'dimName = ''course'' and dimValue = ''History''', "
+ "'SET_DIFF($1, $2)') from " + DEFAULT_TABLE_NAME;
String query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_DIFF( "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER ("
+ " WHERE dimName = 'gender' and dimValue = 'Female'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER ("
+ " WHERE dimName = 'course' and dimValue = 'History'))) "
+ " FROM " + DEFAULT_TABLE_NAME;
int expected = 50 + 110 + 70 + 130;
runAndAssert(query, expected);

query = "select distinctCountThetaSketch(thetaSketchCol, '', "
+ "'dimName = ''gender''', 'dimValue = ''Female''', 'dimName = ''course''', 'dimValue = ''History''', "
+ "'SET_DIFF(SET_INTERSECT($1, $2), SET_INTERSECT($3, $4))') from " + DEFAULT_TABLE_NAME;
query = "select GET_THETA_SKETCH_ESTIMATE(THETA_SKETCH_DIFF("
+ " THETA_SKETCH_INTERSECT("
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'gender'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'Female')), "
+ " THETA_SKETCH_INTERSECT("
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimName = 'course'), "
+ " DISTINCT_COUNT_RAW_THETA_SKETCH(thetaSketchCol, '') FILTER (WHERE dimValue = 'History')))) "
+ " FROM " + DEFAULT_TABLE_NAME;
runAndAssert(query, expected);
}
*/

// group by gender
{
Expand Down