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Example 6 with LongSumAggregatorFactory

use of org.apache.druid.query.aggregation.LongSumAggregatorFactory in project druid by druid-io.

the class CalciteQueryTest method testCountAndAverageByConstantVirtualColumn.

@Test
public void testCountAndAverageByConstantVirtualColumn() throws Exception {
    List<VirtualColumn> virtualColumns;
    List<AggregatorFactory> aggs;
    if (useDefault) {
        aggs = ImmutableList.of(new FilteredAggregatorFactory(new CountAggregatorFactory("a0"), not(selector("v0", null, null))), new LongSumAggregatorFactory("a1:sum", null, "325323", TestExprMacroTable.INSTANCE), new CountAggregatorFactory("a1:count"));
        virtualColumns = ImmutableList.of(expressionVirtualColumn("v0", "'10.1'", ColumnType.STRING));
    } else {
        aggs = ImmutableList.of(new FilteredAggregatorFactory(new CountAggregatorFactory("a0"), not(selector("v0", null, null))), new LongSumAggregatorFactory("a1:sum", "v1"), new FilteredAggregatorFactory(new CountAggregatorFactory("a1:count"), not(selector("v1", null, null))));
        virtualColumns = ImmutableList.of(expressionVirtualColumn("v0", "'10.1'", ColumnType.STRING), expressionVirtualColumn("v1", "325323", ColumnType.LONG));
    }
    testQuery("SELECT dim5, COUNT(dim1), AVG(l1) FROM druid.numfoo WHERE dim1 = '10.1' AND l1 = 325323 GROUP BY dim5", ImmutableList.of(GroupByQuery.builder().setDataSource(CalciteTests.DATASOURCE3).setInterval(querySegmentSpec(Filtration.eternity())).setDimFilter(and(selector("dim1", "10.1", null), selector("l1", "325323", null))).setGranularity(Granularities.ALL).setVirtualColumns(VirtualColumns.create(virtualColumns)).setDimensions(new DefaultDimensionSpec("dim5", "_d0", ColumnType.STRING)).setAggregatorSpecs(aggs).setPostAggregatorSpecs(ImmutableList.of(new ArithmeticPostAggregator("a1", "quotient", ImmutableList.of(new FieldAccessPostAggregator(null, "a1:sum"), new FieldAccessPostAggregator(null, "a1:count"))))).setContext(QUERY_CONTEXT_DEFAULT).build()), ImmutableList.of(new Object[] { "ab", 1L, 325323L }));
}
Also used : FilteredAggregatorFactory(org.apache.druid.query.aggregation.FilteredAggregatorFactory) ArithmeticPostAggregator(org.apache.druid.query.aggregation.post.ArithmeticPostAggregator) FinalizingFieldAccessPostAggregator(org.apache.druid.query.aggregation.post.FinalizingFieldAccessPostAggregator) FieldAccessPostAggregator(org.apache.druid.query.aggregation.post.FieldAccessPostAggregator) CountAggregatorFactory(org.apache.druid.query.aggregation.CountAggregatorFactory) LongSumAggregatorFactory(org.apache.druid.query.aggregation.LongSumAggregatorFactory) VirtualColumn(org.apache.druid.segment.VirtualColumn) StringLastAggregatorFactory(org.apache.druid.query.aggregation.last.StringLastAggregatorFactory) LongAnyAggregatorFactory(org.apache.druid.query.aggregation.any.LongAnyAggregatorFactory) FloatLastAggregatorFactory(org.apache.druid.query.aggregation.last.FloatLastAggregatorFactory) DoubleLastAggregatorFactory(org.apache.druid.query.aggregation.last.DoubleLastAggregatorFactory) DoubleSumAggregatorFactory(org.apache.druid.query.aggregation.DoubleSumAggregatorFactory) FilteredAggregatorFactory(org.apache.druid.query.aggregation.FilteredAggregatorFactory) DoubleMinAggregatorFactory(org.apache.druid.query.aggregation.DoubleMinAggregatorFactory) LongLastAggregatorFactory(org.apache.druid.query.aggregation.last.LongLastAggregatorFactory) LongFirstAggregatorFactory(org.apache.druid.query.aggregation.first.LongFirstAggregatorFactory) FloatMinAggregatorFactory(org.apache.druid.query.aggregation.FloatMinAggregatorFactory) DoubleAnyAggregatorFactory(org.apache.druid.query.aggregation.any.DoubleAnyAggregatorFactory) FloatFirstAggregatorFactory(org.apache.druid.query.aggregation.first.FloatFirstAggregatorFactory) StringFirstAggregatorFactory(org.apache.druid.query.aggregation.first.StringFirstAggregatorFactory) LongMinAggregatorFactory(org.apache.druid.query.aggregation.LongMinAggregatorFactory) LongSumAggregatorFactory(org.apache.druid.query.aggregation.LongSumAggregatorFactory) GroupingAggregatorFactory(org.apache.druid.query.aggregation.GroupingAggregatorFactory) FloatAnyAggregatorFactory(org.apache.druid.query.aggregation.any.FloatAnyAggregatorFactory) HyperUniquesAggregatorFactory(org.apache.druid.query.aggregation.hyperloglog.HyperUniquesAggregatorFactory) AggregatorFactory(org.apache.druid.query.aggregation.AggregatorFactory) FloatMaxAggregatorFactory(org.apache.druid.query.aggregation.FloatMaxAggregatorFactory) DoubleFirstAggregatorFactory(org.apache.druid.query.aggregation.first.DoubleFirstAggregatorFactory) StringAnyAggregatorFactory(org.apache.druid.query.aggregation.any.StringAnyAggregatorFactory) CountAggregatorFactory(org.apache.druid.query.aggregation.CountAggregatorFactory) DoubleMaxAggregatorFactory(org.apache.druid.query.aggregation.DoubleMaxAggregatorFactory) CardinalityAggregatorFactory(org.apache.druid.query.aggregation.cardinality.CardinalityAggregatorFactory) ExpressionLambdaAggregatorFactory(org.apache.druid.query.aggregation.ExpressionLambdaAggregatorFactory) LongMaxAggregatorFactory(org.apache.druid.query.aggregation.LongMaxAggregatorFactory) DefaultDimensionSpec(org.apache.druid.query.dimension.DefaultDimensionSpec) Test(org.junit.Test)

Example 7 with LongSumAggregatorFactory

use of org.apache.druid.query.aggregation.LongSumAggregatorFactory in project druid by druid-io.

the class CalciteQueryTest method testRequireTimeConditionPositive.

@Test
public void testRequireTimeConditionPositive() throws Exception {
    // simple timeseries
    testQuery(PLANNER_CONFIG_REQUIRE_TIME_CONDITION, "SELECT SUM(cnt), gran FROM (\n" + "  SELECT __time as t, floor(__time TO month) AS gran,\n" + "  cnt FROM druid.foo\n" + ") AS x\n" + "WHERE t >= '2000-01-01' and t < '2002-01-01'" + "GROUP BY gran\n" + "ORDER BY gran", CalciteTests.REGULAR_USER_AUTH_RESULT, ImmutableList.of(Druids.newTimeseriesQueryBuilder().dataSource(CalciteTests.DATASOURCE1).intervals(querySegmentSpec(Intervals.of("2000-01-01/2002-01-01"))).granularity(Granularities.MONTH).aggregators(aggregators(new LongSumAggregatorFactory("a0", "cnt"))).context(getTimeseriesContextWithFloorTime(TIMESERIES_CONTEXT_BY_GRAN, "d0")).build()), ImmutableList.of(new Object[] { 3L, timestamp("2000-01-01") }, new Object[] { 3L, timestamp("2001-01-01") }));
    // nested groupby only requires time condition for inner most query
    testQuery(PLANNER_CONFIG_REQUIRE_TIME_CONDITION, "SELECT\n" + "  SUM(cnt),\n" + "  COUNT(*)\n" + "FROM (SELECT dim2, SUM(cnt) AS cnt FROM druid.foo WHERE __time >= '2000-01-01' GROUP BY dim2)", CalciteTests.REGULAR_USER_AUTH_RESULT, ImmutableList.of(GroupByQuery.builder().setDataSource(new QueryDataSource(GroupByQuery.builder().setDataSource(CalciteTests.DATASOURCE1).setInterval(querySegmentSpec(Intervals.utc(DateTimes.of("2000-01-01").getMillis(), JodaUtils.MAX_INSTANT))).setGranularity(Granularities.ALL).setDimensions(dimensions(new DefaultDimensionSpec("dim2", "d0"))).setAggregatorSpecs(aggregators(new LongSumAggregatorFactory("a0", "cnt"))).setContext(QUERY_CONTEXT_DEFAULT).build())).setInterval(querySegmentSpec(Filtration.eternity())).setGranularity(Granularities.ALL).setAggregatorSpecs(aggregators(new LongSumAggregatorFactory("_a0", "a0"), new CountAggregatorFactory("_a1"))).setContext(QUERY_CONTEXT_DEFAULT).build()), NullHandling.replaceWithDefault() ? ImmutableList.of(new Object[] { 6L, 3L }) : ImmutableList.of(new Object[] { 6L, 4L }));
    // Cannot vectorize next test due to extraction dimension spec.
    cannotVectorize();
    // semi-join requires time condition on both left and right query
    testQuery(PLANNER_CONFIG_REQUIRE_TIME_CONDITION, "SELECT COUNT(*) FROM druid.foo\n" + "WHERE __time >= '2000-01-01' AND SUBSTRING(dim2, 1, 1) IN (\n" + "  SELECT SUBSTRING(dim1, 1, 1) FROM druid.foo\n" + "  WHERE dim1 <> '' AND __time >= '2000-01-01'\n" + ")", CalciteTests.REGULAR_USER_AUTH_RESULT, ImmutableList.of(Druids.newTimeseriesQueryBuilder().dataSource(join(new TableDataSource(CalciteTests.DATASOURCE1), new QueryDataSource(GroupByQuery.builder().setDataSource(CalciteTests.DATASOURCE1).setInterval(querySegmentSpec(Intervals.utc(DateTimes.of("2000-01-01").getMillis(), JodaUtils.MAX_INSTANT))).setDimFilter(not(selector("dim1", NullHandling.sqlCompatible() ? "" : null, null))).setGranularity(Granularities.ALL).setDimensions(new ExtractionDimensionSpec("dim1", "d0", ColumnType.STRING, new SubstringDimExtractionFn(0, 1))).setContext(QUERY_CONTEXT_DEFAULT).build()), "j0.", equalsCondition(makeExpression("substring(\"dim2\", 0, 1)"), DruidExpression.ofColumn(ColumnType.STRING, "j0.d0")), JoinType.INNER)).intervals(querySegmentSpec(Intervals.utc(DateTimes.of("2000-01-01").getMillis(), JodaUtils.MAX_INSTANT))).granularity(Granularities.ALL).aggregators(aggregators(new CountAggregatorFactory("a0"))).context(QUERY_CONTEXT_DEFAULT).build()), ImmutableList.of(new Object[] { 3L }));
}
Also used : SubstringDimExtractionFn(org.apache.druid.query.extraction.SubstringDimExtractionFn) QueryDataSource(org.apache.druid.query.QueryDataSource) CountAggregatorFactory(org.apache.druid.query.aggregation.CountAggregatorFactory) TableDataSource(org.apache.druid.query.TableDataSource) LongSumAggregatorFactory(org.apache.druid.query.aggregation.LongSumAggregatorFactory) DefaultDimensionSpec(org.apache.druid.query.dimension.DefaultDimensionSpec) ExtractionDimensionSpec(org.apache.druid.query.dimension.ExtractionDimensionSpec) Test(org.junit.Test)

Example 8 with LongSumAggregatorFactory

use of org.apache.druid.query.aggregation.LongSumAggregatorFactory in project druid by druid-io.

the class CalciteQueryTest method testGroupByCube.

@Test
public void testGroupByCube() throws Exception {
    // Cannot vectorize due to virtual columns.
    cannotVectorize();
    testQuery("SELECT dim2, gran, SUM(cnt)\n" + "FROM (SELECT FLOOR(__time TO MONTH) AS gran, COALESCE(dim2, '') dim2, cnt FROM druid.foo) AS x\n" + "GROUP BY CUBE (dim2, gran)", ImmutableList.of(GroupByQuery.builder().setDataSource(CalciteTests.DATASOURCE1).setInterval(querySegmentSpec(Filtration.eternity())).setGranularity(Granularities.ALL).setVirtualColumns(expressionVirtualColumn("v0", "case_searched(notnull(\"dim2\"),\"dim2\",'')", ColumnType.STRING), expressionVirtualColumn("v1", "timestamp_floor(\"__time\",'P1M',null,'UTC')", ColumnType.LONG)).setDimensions(dimensions(new DefaultDimensionSpec("v0", "d0"), new DefaultDimensionSpec("v1", "d1", ColumnType.LONG))).setAggregatorSpecs(aggregators(new LongSumAggregatorFactory("a0", "cnt"))).setSubtotalsSpec(ImmutableList.of(ImmutableList.of("d0", "d1"), ImmutableList.of("d0"), ImmutableList.of("d1"), ImmutableList.of())).setContext(withTimestampResultContext(QUERY_CONTEXT_DEFAULT, "d1", 1, Granularities.MONTH)).build()), ImmutableList.of(new Object[] { "", timestamp("2000-01-01"), 2L }, new Object[] { "", timestamp("2001-01-01"), 1L }, new Object[] { "a", timestamp("2000-01-01"), 1L }, new Object[] { "a", timestamp("2001-01-01"), 1L }, new Object[] { "abc", timestamp("2001-01-01"), 1L }, new Object[] { "", null, 3L }, new Object[] { "a", null, 2L }, new Object[] { "abc", null, 1L }, new Object[] { NULL_STRING, timestamp("2000-01-01"), 3L }, new Object[] { NULL_STRING, timestamp("2001-01-01"), 3L }, new Object[] { NULL_STRING, null, 6L }));
}
Also used : LongSumAggregatorFactory(org.apache.druid.query.aggregation.LongSumAggregatorFactory) DefaultDimensionSpec(org.apache.druid.query.dimension.DefaultDimensionSpec) Test(org.junit.Test)

Example 9 with LongSumAggregatorFactory

use of org.apache.druid.query.aggregation.LongSumAggregatorFactory in project druid by druid-io.

the class CalciteQueryTest method testGroupingSets.

@Test
public void testGroupingSets() throws Exception {
    // Cannot vectorize due to virtual columns.
    cannotVectorize();
    testQuery("SELECT dim2, gran, SUM(cnt), GROUPING(dim2, gran)\n" + "FROM (SELECT FLOOR(__time TO MONTH) AS gran, COALESCE(dim2, '') dim2, cnt FROM druid.foo) AS x\n" + "GROUP BY GROUPING SETS ( (dim2, gran), (dim2), (gran), () )", ImmutableList.of(GroupByQuery.builder().setDataSource(CalciteTests.DATASOURCE1).setInterval(querySegmentSpec(Filtration.eternity())).setGranularity(Granularities.ALL).setVirtualColumns(expressionVirtualColumn("v0", "case_searched(notnull(\"dim2\"),\"dim2\",'')", ColumnType.STRING), expressionVirtualColumn("v1", "timestamp_floor(\"__time\",'P1M',null,'UTC')", ColumnType.LONG)).setDimensions(dimensions(new DefaultDimensionSpec("v0", "d0"), new DefaultDimensionSpec("v1", "d1", ColumnType.LONG))).setAggregatorSpecs(aggregators(new LongSumAggregatorFactory("a0", "cnt"), new GroupingAggregatorFactory("a1", Arrays.asList("v0", "v1")))).setSubtotalsSpec(ImmutableList.of(ImmutableList.of("d0", "d1"), ImmutableList.of("d0"), ImmutableList.of("d1"), ImmutableList.of())).setContext(withTimestampResultContext(QUERY_CONTEXT_DEFAULT, "d1", 1, Granularities.MONTH)).build()), ImmutableList.of(new Object[] { "", timestamp("2000-01-01"), 2L, 0L }, new Object[] { "", timestamp("2001-01-01"), 1L, 0L }, new Object[] { "a", timestamp("2000-01-01"), 1L, 0L }, new Object[] { "a", timestamp("2001-01-01"), 1L, 0L }, new Object[] { "abc", timestamp("2001-01-01"), 1L, 0L }, new Object[] { "", null, 3L, 1L }, new Object[] { "a", null, 2L, 1L }, new Object[] { "abc", null, 1L, 1L }, new Object[] { NULL_STRING, timestamp("2000-01-01"), 3L, 2L }, new Object[] { NULL_STRING, timestamp("2001-01-01"), 3L, 2L }, new Object[] { NULL_STRING, null, 6L, 3L }));
}
Also used : GroupingAggregatorFactory(org.apache.druid.query.aggregation.GroupingAggregatorFactory) LongSumAggregatorFactory(org.apache.druid.query.aggregation.LongSumAggregatorFactory) DefaultDimensionSpec(org.apache.druid.query.dimension.DefaultDimensionSpec) Test(org.junit.Test)

Example 10 with LongSumAggregatorFactory

use of org.apache.druid.query.aggregation.LongSumAggregatorFactory in project druid by druid-io.

the class CalciteQueryTest method testQueryWithSelectProjectAndIdentityProjectDoesNotRename.

@Test
public void testQueryWithSelectProjectAndIdentityProjectDoesNotRename() throws Exception {
    cannotVectorize();
    requireMergeBuffers(3);
    testQuery(PLANNER_CONFIG_NO_HLL.withOverrides(ImmutableMap.of(PlannerConfig.CTX_KEY_USE_GROUPING_SET_FOR_EXACT_DISTINCT, "true")), "SELECT\n" + "(SUM(CASE WHEN (TIMESTAMP '2000-01-04 17:00:00'<=__time AND __time<TIMESTAMP '2022-01-05 17:00:00') THEN 1 ELSE 0 END)*1.0/COUNT(DISTINCT CASE WHEN (TIMESTAMP '2000-01-04 17:00:00'<=__time AND __time<TIMESTAMP '2022-01-05 17:00:00') THEN dim1 END))\n" + "FROM druid.foo\n" + "GROUP BY ()", CalciteTests.REGULAR_USER_AUTH_RESULT, ImmutableList.of(GroupByQuery.builder().setDataSource(new QueryDataSource(GroupByQuery.builder().setDataSource(CalciteTests.DATASOURCE1).setInterval(querySegmentSpec(Filtration.eternity())).setGranularity(Granularities.ALL).setVirtualColumns(expressionVirtualColumn("v0", "case_searched(((947005200000 <= \"__time\") && (\"__time\" < 1641402000000)),\"dim1\",null)", ColumnType.STRING)).setDimensions(dimensions(new DefaultDimensionSpec("v0", "d0", ColumnType.STRING))).setAggregatorSpecs(aggregators(new LongSumAggregatorFactory("a0", null, "case_searched(((947005200000 <= \"__time\") && (\"__time\" < 1641402000000)),1,0)", ExprMacroTable.nil()), new GroupingAggregatorFactory("a1", ImmutableList.of("v0")))).setSubtotalsSpec(ImmutableList.of(ImmutableList.of("d0"), ImmutableList.of())).setContext(QUERY_CONTEXT_DEFAULT).build())).setInterval(querySegmentSpec(Filtration.eternity())).setGranularity(Granularities.ALL).setAggregatorSpecs(aggregators(new FilteredAggregatorFactory(new LongMinAggregatorFactory("_a0", "a0"), selector("a1", "1", null)), new FilteredAggregatorFactory(new CountAggregatorFactory("_a1"), and(not(selector("d0", null, null)), selector("a1", "0", null))))).setPostAggregatorSpecs(Collections.singletonList(new ExpressionPostAggregator("p0", "((\"_a0\" * 1.0) / \"_a1\")", null, ExprMacroTable.nil()))).setContext(QUERY_CONTEXT_DEFAULT).build()), ImmutableList.of(new Object[] { 1.0d }));
}
Also used : FilteredAggregatorFactory(org.apache.druid.query.aggregation.FilteredAggregatorFactory) QueryDataSource(org.apache.druid.query.QueryDataSource) CountAggregatorFactory(org.apache.druid.query.aggregation.CountAggregatorFactory) GroupingAggregatorFactory(org.apache.druid.query.aggregation.GroupingAggregatorFactory) ExpressionPostAggregator(org.apache.druid.query.aggregation.post.ExpressionPostAggregator) LongSumAggregatorFactory(org.apache.druid.query.aggregation.LongSumAggregatorFactory) DefaultDimensionSpec(org.apache.druid.query.dimension.DefaultDimensionSpec) LongMinAggregatorFactory(org.apache.druid.query.aggregation.LongMinAggregatorFactory) Test(org.junit.Test)

Aggregations

LongSumAggregatorFactory (org.apache.druid.query.aggregation.LongSumAggregatorFactory)392 Test (org.junit.Test)347 DefaultDimensionSpec (org.apache.druid.query.dimension.DefaultDimensionSpec)229 InitializedNullHandlingTest (org.apache.druid.testing.InitializedNullHandlingTest)193 DefaultLimitSpec (org.apache.druid.query.groupby.orderby.DefaultLimitSpec)79 OrderByColumnSpec (org.apache.druid.query.groupby.orderby.OrderByColumnSpec)79 CountAggregatorFactory (org.apache.druid.query.aggregation.CountAggregatorFactory)60 Result (org.apache.druid.query.Result)43 MultipleIntervalSegmentSpec (org.apache.druid.query.spec.MultipleIntervalSegmentSpec)43 ArrayList (java.util.ArrayList)36 HashMap (java.util.HashMap)36 AggregatorFactory (org.apache.druid.query.aggregation.AggregatorFactory)36 DoubleSumAggregatorFactory (org.apache.druid.query.aggregation.DoubleSumAggregatorFactory)36 SelectorDimFilter (org.apache.druid.query.filter.SelectorDimFilter)36 DimensionsSpec (org.apache.druid.data.input.impl.DimensionsSpec)31 TimeseriesQuery (org.apache.druid.query.timeseries.TimeseriesQuery)31 PeriodGranularity (org.apache.druid.java.util.common.granularity.PeriodGranularity)30 FinalizeResultsQueryRunner (org.apache.druid.query.FinalizeResultsQueryRunner)30 Period (org.joda.time.Period)29 QueryRunner (org.apache.druid.query.QueryRunner)27