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Example 91 with PostAggregator

use of io.druid.query.aggregation.PostAggregator in project druid by druid-io.

the class TopNQueryRunnerTest method testTopNDimExtractionFastTopNOptimalWithReplaceMissing.

@Test
public void testTopNDimExtractionFastTopNOptimalWithReplaceMissing() {
    TopNQuery query = new TopNQueryBuilder().dataSource(QueryRunnerTestHelper.dataSource).granularity(QueryRunnerTestHelper.allGran).dimension(new ExtractionDimensionSpec(QueryRunnerTestHelper.marketDimension, QueryRunnerTestHelper.marketDimension, new LookupExtractionFn(new MapLookupExtractor(ImmutableMap.of("spot", "2spot0", "total_market", "1total_market0", "upfront", "3upfront0"), false), false, "MISSING", true, false))).metric("rows").threshold(4).intervals(QueryRunnerTestHelper.firstToThird).aggregators(QueryRunnerTestHelper.commonAggregators).postAggregators(Arrays.<PostAggregator>asList(QueryRunnerTestHelper.addRowsIndexConstant)).build();
    List<Result<TopNResultValue>> expectedResults = Arrays.asList(new Result<>(new DateTime("2011-04-01T00:00:00.000Z"), new TopNResultValue(Arrays.<Map<String, Object>>asList(ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "2spot0", "rows", 18L, "index", 2231.8768157958984D, "addRowsIndexConstant", 2250.8768157958984D, "uniques", QueryRunnerTestHelper.UNIQUES_9), ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "1total_market0", "rows", 4L, "index", 5351.814697265625D, "addRowsIndexConstant", 5356.814697265625D, "uniques", QueryRunnerTestHelper.UNIQUES_2), ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "3upfront0", "rows", 4L, "index", 4875.669677734375D, "addRowsIndexConstant", 4880.669677734375D, "uniques", QueryRunnerTestHelper.UNIQUES_2)))));
    assertExpectedResults(expectedResults, query);
}
Also used : HyperUniqueFinalizingPostAggregator(io.druid.query.aggregation.hyperloglog.HyperUniqueFinalizingPostAggregator) PostAggregator(io.druid.query.aggregation.PostAggregator) DateTime(org.joda.time.DateTime) Result(io.druid.query.Result) LookupExtractionFn(io.druid.query.lookup.LookupExtractionFn) MapLookupExtractor(io.druid.query.extraction.MapLookupExtractor) ExtractionDimensionSpec(io.druid.query.dimension.ExtractionDimensionSpec) Test(org.junit.Test)

Example 92 with PostAggregator

use of io.druid.query.aggregation.PostAggregator in project druid by druid-io.

the class TopNQueryRunnerTest method testFullOnTopNNumericStringColumnAsLong.

@Test
public void testFullOnTopNNumericStringColumnAsLong() {
    TopNQuery query = new TopNQueryBuilder().dataSource(QueryRunnerTestHelper.dataSource).granularity(QueryRunnerTestHelper.allGran).dimension(new DefaultDimensionSpec("qualityNumericString", "qns_alias", ValueType.LONG)).metric("maxIndex").threshold(4).intervals(QueryRunnerTestHelper.fullOnInterval).aggregators(Lists.<AggregatorFactory>newArrayList(Iterables.concat(QueryRunnerTestHelper.commonAggregators, Lists.newArrayList(new DoubleMaxAggregatorFactory("maxIndex", "index"), new DoubleMinAggregatorFactory("minIndex", "index"))))).postAggregators(Arrays.<PostAggregator>asList(QueryRunnerTestHelper.addRowsIndexConstant)).build();
    List<Result<TopNResultValue>> expectedResults = Arrays.asList(new Result<TopNResultValue>(new DateTime("2011-01-12T00:00:00.000Z"), new TopNResultValue(Arrays.<Map<String, Object>>asList(ImmutableMap.<String, Object>builder().put("qns_alias", 140000L).put(QueryRunnerTestHelper.indexMetric, 217725.42022705078D).put("rows", 279L).put("addRowsIndexConstant", 218005.42022705078D).put("uniques", QueryRunnerTestHelper.UNIQUES_1).put("maxIndex", 1870.06103515625D).put("minIndex", 91.27055358886719D).build(), ImmutableMap.<String, Object>builder().put("qns_alias", 160000L).put(QueryRunnerTestHelper.indexMetric, 210865.67966461182D).put("rows", 279L).put("addRowsIndexConstant", 211145.67966461182D).put("uniques", QueryRunnerTestHelper.UNIQUES_1).put("maxIndex", 1862.7379150390625D).put("minIndex", 99.2845230102539D).build(), ImmutableMap.<String, Object>builder().put("qns_alias", 100000L).put(QueryRunnerTestHelper.indexMetric, 12270.807106018066D).put("rows", 93L).put("addRowsIndexConstant", 12364.807106018066D).put("uniques", QueryRunnerTestHelper.UNIQUES_1).put("maxIndex", 277.2735290527344D).put("minIndex", 71.31593322753906D).build(), ImmutableMap.<String, Object>builder().put("qns_alias", 120000L).put(QueryRunnerTestHelper.indexMetric, 12086.472755432129D).put("rows", 93L).put("addRowsIndexConstant", 12180.472755432129D).put("uniques", QueryRunnerTestHelper.UNIQUES_1).put("maxIndex", 193.78756713867188D).put("minIndex", 84.71052551269531D).build()))));
    assertExpectedResults(expectedResults, query);
}
Also used : DoubleMaxAggregatorFactory(io.druid.query.aggregation.DoubleMaxAggregatorFactory) HyperUniqueFinalizingPostAggregator(io.druid.query.aggregation.hyperloglog.HyperUniqueFinalizingPostAggregator) PostAggregator(io.druid.query.aggregation.PostAggregator) DoubleMinAggregatorFactory(io.druid.query.aggregation.DoubleMinAggregatorFactory) DefaultDimensionSpec(io.druid.query.dimension.DefaultDimensionSpec) DateTime(org.joda.time.DateTime) Result(io.druid.query.Result) Test(org.junit.Test)

Example 93 with PostAggregator

use of io.druid.query.aggregation.PostAggregator in project druid by druid-io.

the class TopNQueryRunnerTest method testTopNLexicographicDimExtractionUnOptimalNamespace.

@Test
public void testTopNLexicographicDimExtractionUnOptimalNamespace() {
    TopNQuery query = new TopNQueryBuilder().dataSource(QueryRunnerTestHelper.dataSource).granularity(QueryRunnerTestHelper.allGran).dimension(new ExtractionDimensionSpec(QueryRunnerTestHelper.marketDimension, QueryRunnerTestHelper.marketDimension, new LookupExtractionFn(new MapLookupExtractor(ImmutableMap.of("spot", "2spot", "total_market", "3total_market", "upfront", "1upfront"), false), true, null, false, false))).metric(new DimensionTopNMetricSpec(null, StringComparators.LEXICOGRAPHIC)).threshold(4).intervals(QueryRunnerTestHelper.firstToThird).aggregators(QueryRunnerTestHelper.commonAggregators).postAggregators(Arrays.<PostAggregator>asList(QueryRunnerTestHelper.addRowsIndexConstant)).build();
    List<Result<TopNResultValue>> expectedResults = Arrays.asList(new Result<TopNResultValue>(new DateTime("2011-04-01T00:00:00.000Z"), new TopNResultValue(Arrays.<Map<String, Object>>asList(ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "1upfront", "rows", 4L, "index", 4875.669677734375D, "addRowsIndexConstant", 4880.669677734375D, "uniques", QueryRunnerTestHelper.UNIQUES_2), ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "2spot", "rows", 18L, "index", 2231.8768157958984D, "addRowsIndexConstant", 2250.8768157958984D, "uniques", QueryRunnerTestHelper.UNIQUES_9), ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "3total_market", "rows", 4L, "index", 5351.814697265625D, "addRowsIndexConstant", 5356.814697265625D, "uniques", QueryRunnerTestHelper.UNIQUES_2)))));
    assertExpectedResults(expectedResults, query);
}
Also used : HyperUniqueFinalizingPostAggregator(io.druid.query.aggregation.hyperloglog.HyperUniqueFinalizingPostAggregator) PostAggregator(io.druid.query.aggregation.PostAggregator) DateTime(org.joda.time.DateTime) Result(io.druid.query.Result) LookupExtractionFn(io.druid.query.lookup.LookupExtractionFn) MapLookupExtractor(io.druid.query.extraction.MapLookupExtractor) ExtractionDimensionSpec(io.druid.query.dimension.ExtractionDimensionSpec) Test(org.junit.Test)

Example 94 with PostAggregator

use of io.druid.query.aggregation.PostAggregator in project druid by druid-io.

the class TopNQueryRunnerTest method testTopNDimExtractionFastTopNOptimal.

@Test
public // Test a "direct" query
void testTopNDimExtractionFastTopNOptimal() {
    TopNQuery query = new TopNQueryBuilder().dataSource(QueryRunnerTestHelper.dataSource).granularity(QueryRunnerTestHelper.allGran).dimension(new ExtractionDimensionSpec(QueryRunnerTestHelper.marketDimension, QueryRunnerTestHelper.marketDimension, new LookupExtractionFn(new MapLookupExtractor(ImmutableMap.of("spot", "2spot0", "total_market", "1total_market0", "upfront", "3upfront0"), false), true, null, true, false))).metric("rows").threshold(4).intervals(QueryRunnerTestHelper.firstToThird).aggregators(QueryRunnerTestHelper.commonAggregators).postAggregators(Arrays.<PostAggregator>asList(QueryRunnerTestHelper.addRowsIndexConstant)).build();
    List<Result<TopNResultValue>> expectedResults = Arrays.asList(new Result<>(new DateTime("2011-04-01T00:00:00.000Z"), new TopNResultValue(Arrays.<Map<String, Object>>asList(ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "2spot0", "rows", 18L, "index", 2231.8768157958984D, "addRowsIndexConstant", 2250.8768157958984D, "uniques", QueryRunnerTestHelper.UNIQUES_9), ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "1total_market0", "rows", 4L, "index", 5351.814697265625D, "addRowsIndexConstant", 5356.814697265625D, "uniques", QueryRunnerTestHelper.UNIQUES_2), ImmutableMap.<String, Object>of(QueryRunnerTestHelper.marketDimension, "3upfront0", "rows", 4L, "index", 4875.669677734375D, "addRowsIndexConstant", 4880.669677734375D, "uniques", QueryRunnerTestHelper.UNIQUES_2)))));
    assertExpectedResults(expectedResults, query);
}
Also used : HyperUniqueFinalizingPostAggregator(io.druid.query.aggregation.hyperloglog.HyperUniqueFinalizingPostAggregator) PostAggregator(io.druid.query.aggregation.PostAggregator) DateTime(org.joda.time.DateTime) Result(io.druid.query.Result) LookupExtractionFn(io.druid.query.lookup.LookupExtractionFn) MapLookupExtractor(io.druid.query.extraction.MapLookupExtractor) ExtractionDimensionSpec(io.druid.query.dimension.ExtractionDimensionSpec) Test(org.junit.Test)

Example 95 with PostAggregator

use of io.druid.query.aggregation.PostAggregator in project druid by druid-io.

the class TimeseriesQueryRunnerTest method testTimeSeriesWithSelectionFilterLookupExtractionFn.

@Test
public void testTimeSeriesWithSelectionFilterLookupExtractionFn() {
    Map<String, String> extractionMap = new HashMap<>();
    extractionMap.put("spot", "upfront");
    MapLookupExtractor mapLookupExtractor = new MapLookupExtractor(extractionMap, false);
    LookupExtractionFn lookupExtractionFn = new LookupExtractionFn(mapLookupExtractor, true, null, true, true);
    TimeseriesQuery query = Druids.newTimeseriesQueryBuilder().dataSource(QueryRunnerTestHelper.dataSource).granularity(QueryRunnerTestHelper.dayGran).filters(new SelectorDimFilter(QueryRunnerTestHelper.marketDimension, "upfront", lookupExtractionFn)).intervals(QueryRunnerTestHelper.firstToThird).aggregators(Arrays.<AggregatorFactory>asList(QueryRunnerTestHelper.rowsCount, QueryRunnerTestHelper.indexLongSum, QueryRunnerTestHelper.qualityUniques)).postAggregators(Arrays.<PostAggregator>asList(QueryRunnerTestHelper.addRowsIndexConstant)).build();
    List<Result<TimeseriesResultValue>> expectedResults = Arrays.asList(new Result<>(new DateTime("2011-04-01"), new TimeseriesResultValue(ImmutableMap.<String, Object>of("rows", 11L, "index", 3783L, "addRowsIndexConstant", 3795.0, "uniques", QueryRunnerTestHelper.UNIQUES_9))), new Result<>(new DateTime("2011-04-02"), new TimeseriesResultValue(ImmutableMap.<String, Object>of("rows", 11L, "index", 3313L, "addRowsIndexConstant", 3325.0, "uniques", QueryRunnerTestHelper.UNIQUES_9))));
    Iterable<Result<TimeseriesResultValue>> results = Sequences.toList(runner.run(query, CONTEXT), Lists.<Result<TimeseriesResultValue>>newArrayList());
    TestHelper.assertExpectedResults(expectedResults, results);
    TimeseriesQueryQueryToolChest toolChest = new TimeseriesQueryQueryToolChest(QueryRunnerTestHelper.NoopIntervalChunkingQueryRunnerDecorator());
    QueryRunner<Result<TimeseriesResultValue>> optimizedRunner = toolChest.postMergeQueryDecoration(toolChest.mergeResults(toolChest.preMergeQueryDecoration(runner)));
    Iterable<Result<TimeseriesResultValue>> results2 = Sequences.toList(optimizedRunner.run(query, CONTEXT), Lists.<Result<TimeseriesResultValue>>newArrayList());
    TestHelper.assertExpectedResults(expectedResults, results2);
}
Also used : PostAggregator(io.druid.query.aggregation.PostAggregator) HashMap(java.util.HashMap) DateTime(org.joda.time.DateTime) Result(io.druid.query.Result) LookupExtractionFn(io.druid.query.lookup.LookupExtractionFn) SelectorDimFilter(io.druid.query.filter.SelectorDimFilter) MapLookupExtractor(io.druid.query.extraction.MapLookupExtractor) Test(org.junit.Test)

Aggregations

PostAggregator (io.druid.query.aggregation.PostAggregator)98 Test (org.junit.Test)72 Result (io.druid.query.Result)51 DateTime (org.joda.time.DateTime)47 HyperUniqueFinalizingPostAggregator (io.druid.query.aggregation.hyperloglog.HyperUniqueFinalizingPostAggregator)43 ExtractionDimensionSpec (io.druid.query.dimension.ExtractionDimensionSpec)27 DoubleMaxAggregatorFactory (io.druid.query.aggregation.DoubleMaxAggregatorFactory)26 DoubleMinAggregatorFactory (io.druid.query.aggregation.DoubleMinAggregatorFactory)26 ArithmeticPostAggregator (io.druid.query.aggregation.post.ArithmeticPostAggregator)25 AggregatorFactory (io.druid.query.aggregation.AggregatorFactory)24 FieldAccessPostAggregator (io.druid.query.aggregation.post.FieldAccessPostAggregator)24 ConstantPostAggregator (io.druid.query.aggregation.post.ConstantPostAggregator)23 DefaultDimensionSpec (io.druid.query.dimension.DefaultDimensionSpec)23 HashMap (java.util.HashMap)23 Row (io.druid.data.input.Row)15 RegexDimExtractionFn (io.druid.query.extraction.RegexDimExtractionFn)14 LookupExtractionFn (io.druid.query.lookup.LookupExtractionFn)13 DimensionSpec (io.druid.query.dimension.DimensionSpec)12 CountAggregator (io.druid.query.aggregation.CountAggregator)10 ExpressionPostAggregator (io.druid.query.aggregation.post.ExpressionPostAggregator)10