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fix moment sketch null handling (#9075)

This commit is contained in:
Clint Wylie 2020-01-07 12:15:59 -08:00 committed by Jonathan Wei
parent 7af85250cb
commit c248e00984
7 changed files with 480 additions and 419 deletions
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13
extensions-contrib/momentsketch/src/main/java/org/apache/druid/query/aggregation/momentsketch/aggregator/MomentSketchAggregatorFactory.java
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@ -31,7 +31,6 @@ import org.apache.druid.query.aggregation.BufferAggregator;
import org.apache.druid.query.aggregation.momentsketch.MomentSketchWrapper; import org.apache.druid.query.aggregation.momentsketch.MomentSketchWrapper;
import org.apache.druid.query.cache.CacheKeyBuilder; import org.apache.druid.query.cache.CacheKeyBuilder;
import org.apache.druid.segment.ColumnSelectorFactory; import org.apache.druid.segment.ColumnSelectorFactory;
import org.apache.druid.segment.ColumnValueSelector;
import org.apache.druid.segment.column.ColumnCapabilities; import org.apache.druid.segment.column.ColumnCapabilities;
import org.apache.druid.segment.column.ValueType; import org.apache.druid.segment.column.ValueType;
@ -110,11 +109,9 @@ public class MomentSketchAggregatorFactory extends AggregatorFactory
{ {
ColumnCapabilities cap = metricFactory.getColumnCapabilities(fieldName); ColumnCapabilities cap = metricFactory.getColumnCapabilities(fieldName);
if (cap == null || ValueType.isNumeric(cap.getType())) { if (cap == null || ValueType.isNumeric(cap.getType())) {
final ColumnValueSelector<Double> selector = metricFactory.makeColumnValueSelector(fieldName); return new MomentSketchBuildAggregator(metricFactory.makeColumnValueSelector(fieldName), k, getCompress());
return new MomentSketchBuildAggregator(selector, k, getCompress());
} else { } else {
final ColumnValueSelector<MomentSketchWrapper> selector = metricFactory.makeColumnValueSelector(fieldName); return new MomentSketchMergeAggregator(metricFactory.makeColumnValueSelector(fieldName), k, getCompress());
return new MomentSketchMergeAggregator(selector, k, getCompress());
} }
} }
@ -123,11 +120,9 @@ public class MomentSketchAggregatorFactory extends AggregatorFactory
{ {
ColumnCapabilities cap = metricFactory.getColumnCapabilities(fieldName); ColumnCapabilities cap = metricFactory.getColumnCapabilities(fieldName);
if (cap == null || ValueType.isNumeric(cap.getType())) { if (cap == null || ValueType.isNumeric(cap.getType())) {
final ColumnValueSelector<Double> selector = metricFactory.makeColumnValueSelector(fieldName); return new MomentSketchBuildBufferAggregator(metricFactory.makeColumnValueSelector(fieldName), k, getCompress());
return new MomentSketchBuildBufferAggregator(selector, k, getCompress());
} else { } else {
final ColumnValueSelector<MomentSketchWrapper> selector = metricFactory.makeColumnValueSelector(fieldName); return new MomentSketchMergeBufferAggregator(metricFactory.makeColumnValueSelector(fieldName), k, getCompress());
return new MomentSketchMergeBufferAggregator(selector, k, getCompress());
} }
} }

3
extensions-contrib/momentsketch/src/main/java/org/apache/druid/query/aggregation/momentsketch/aggregator/MomentSketchBuildAggregator.java
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@ -47,6 +47,9 @@ public class MomentSketchBuildAggregator implements Aggregator
@Override @Override
public void aggregate() public void aggregate()
{ {
if (valueSelector.isNull()) {
return;
}
momentsSketch.add(valueSelector.getDouble()); momentsSketch.add(valueSelector.getDouble());
} }

3
extensions-contrib/momentsketch/src/main/java/org/apache/druid/query/aggregation/momentsketch/aggregator/MomentSketchBuildBufferAggregator.java
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@ -56,6 +56,9 @@ public class MomentSketchBuildBufferAggregator implements BufferAggregator
@Override @Override
public synchronized void aggregate(final ByteBuffer buffer, final int position) public synchronized void aggregate(final ByteBuffer buffer, final int position)
{ {
if (selector.isNull()) {
return;
}
ByteBuffer mutationBuffer = buffer.duplicate(); ByteBuffer mutationBuffer = buffer.duplicate();
mutationBuffer.position(position); mutationBuffer.position(position);

44
extensions-contrib/momentsketch/src/test/java/org/apache/druid/query/aggregation/momentsketch/aggregator/MomentSketchAggregatorFactorySerdeTest.java Normal file
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@ -0,0 +1,44 @@
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package org.apache.druid.query.aggregation.momentsketch.aggregator;
import com.fasterxml.jackson.databind.ObjectMapper;
import org.apache.druid.jackson.DefaultObjectMapper;
import org.junit.Assert;
import org.junit.Test;
public class MomentSketchAggregatorFactorySerdeTest
{
@Test
public void serializeDeserializeFactoryWithFieldName() throws Exception
{
ObjectMapper objectMapper = new DefaultObjectMapper();
MomentSketchAggregatorFactory factory = new MomentSketchAggregatorFactory(
"name", "fieldName", 128, true
);
MomentSketchAggregatorFactory other = objectMapper.readValue(
objectMapper.writeValueAsString(factory),
MomentSketchAggregatorFactory.class
);
Assert.assertEquals(factory, other);
}
}

80
extensions-contrib/momentsketch/src/test/java/org/apache/druid/query/aggregation/momentsketch/aggregator/MomentsSketchAggregatorTest.java
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@ -20,9 +20,8 @@
package org.apache.druid.query.aggregation.momentsketch.aggregator; package org.apache.druid.query.aggregation.momentsketch.aggregator;
import com.fasterxml.jackson.databind.ObjectMapper; import org.apache.druid.common.config.NullHandling;
import org.apache.druid.initialization.DruidModule; import org.apache.druid.initialization.DruidModule;
import org.apache.druid.jackson.DefaultObjectMapper;
import org.apache.druid.java.util.common.granularity.Granularities; import org.apache.druid.java.util.common.granularity.Granularities;
import org.apache.druid.java.util.common.guava.Sequence; import org.apache.druid.java.util.common.guava.Sequence;
import org.apache.druid.query.aggregation.AggregationTestHelper; import org.apache.druid.query.aggregation.AggregationTestHelper;
@ -47,6 +46,7 @@ import java.util.List;
@RunWith(Parameterized.class) @RunWith(Parameterized.class)
public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
{ {
private final boolean hasNulls = !NullHandling.replaceWithDefault();
private final AggregationTestHelper helper; private final AggregationTestHelper helper;
@Rule @Rule
@ -70,23 +70,6 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
return constructors; return constructors;
} }
// this is to test Json properties and equals
@Test
public void serializeDeserializeFactoryWithFieldName() throws Exception
{
ObjectMapper objectMapper = new DefaultObjectMapper();
MomentSketchAggregatorFactory factory = new MomentSketchAggregatorFactory(
"name", "fieldName", 128, true
);
MomentSketchAggregatorFactory other = objectMapper.readValue(
objectMapper.writeValueAsString(factory),
MomentSketchAggregatorFactory.class
);
Assert.assertEquals(factory, other);
}
@Test @Test
public void buildingSketchesAtIngestionTime() throws Exception public void buildingSketchesAtIngestionTime() throws Exception
{ {
@ -104,11 +87,14 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
" \"dimensionExclusions\": [ \"sequenceNumber\"],", " \"dimensionExclusions\": [ \"sequenceNumber\"],",
" \"spatialDimensions\": []", " \"spatialDimensions\": []",
" },", " },",
" \"columns\": [\"timestamp\", \"sequenceNumber\", \"product\", \"value\"]", " \"columns\": [\"timestamp\", \"sequenceNumber\", \"product\", \"value\", \"valueWithNulls\"]",
" }", " }",
"}" "}"
), ),
"[{\"type\": \"momentSketch\", \"name\": \"sketch\", \"fieldName\": \"value\", \"k\": 10, \"compress\": true}]", "["
+ "{\"type\": \"momentSketch\", \"name\": \"sketch\", \"fieldName\": \"value\", \"k\": 10, \"compress\": true},"
+ "{\"type\": \"momentSketch\", \"name\": \"sketchWithNulls\", \"fieldName\": \"valueWithNulls\", \"k\": 10, \"compress\": true}"
+ "]",
0, 0,
// minTimestamp // minTimestamp
Granularities.NONE, Granularities.NONE,
@ -122,12 +108,16 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
" \"granularity\": \"ALL\",", " \"granularity\": \"ALL\",",
" \"dimensions\": [],", " \"dimensions\": [],",
" \"aggregations\": [", " \"aggregations\": [",
" {\"type\": \"momentSketchMerge\", \"name\": \"sketch\", \"fieldName\": \"sketch\", \"k\": 10, \"compress\": true}", " {\"type\": \"momentSketchMerge\", \"name\": \"sketch\", \"fieldName\": \"sketch\", \"k\": 10, \"compress\": true},",
" {\"type\": \"momentSketchMerge\", \"name\": \"sketchWithNulls\", \"fieldName\": \"sketchWithNulls\", \"k\": 10, \"compress\": true}",
" ],", " ],",
" \"postAggregations\": [", " \"postAggregations\": [",
" {\"type\": \"momentSketchSolveQuantiles\", \"name\": \"quantiles\", \"fractions\": [0, 0.5, 1], \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketch\"}},", " {\"type\": \"momentSketchSolveQuantiles\", \"name\": \"quantiles\", \"fractions\": [0, 0.5, 1], \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketch\"}},",
" {\"type\": \"momentSketchMin\", \"name\": \"min\", \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketch\"}},", " {\"type\": \"momentSketchMin\", \"name\": \"min\", \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketch\"}},",
" {\"type\": \"momentSketchMax\", \"name\": \"max\", \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketch\"}}", " {\"type\": \"momentSketchMax\", \"name\": \"max\", \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketch\"}},",
" {\"type\": \"momentSketchSolveQuantiles\", \"name\": \"quantilesWithNulls\", \"fractions\": [0, 0.5, 1], \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketchWithNulls\"}},",
" {\"type\": \"momentSketchMin\", \"name\": \"minWithNulls\", \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketchWithNulls\"}},",
" {\"type\": \"momentSketchMax\", \"name\": \"maxWithNulls\", \"field\": {\"type\": \"fieldAccess\", \"fieldName\": \"sketchWithNulls\"}}",
" ],", " ],",
" \"intervals\": [\"2016-01-01T00:00:00.000Z/2016-01-31T00:00:00.000Z\"]", " \"intervals\": [\"2016-01-01T00:00:00.000Z/2016-01-31T00:00:00.000Z\"]",
"}" "}"
@ -136,19 +126,36 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
List<ResultRow> results = seq.toList(); List<ResultRow> results = seq.toList();
Assert.assertEquals(1, results.size()); Assert.assertEquals(1, results.size());
ResultRow row = results.get(0); ResultRow row = results.get(0);
double[] quantilesArray = (double[]) row.get(1); // "quantiles" MomentSketchWrapper sketchObject = (MomentSketchWrapper) row.get(0); // "sketch"
// 400 total products since this is pre-rollup
Assert.assertEquals(400.0, sketchObject.getPowerSums()[0], 1e-10);
MomentSketchWrapper sketchObjectWithNulls = (MomentSketchWrapper) row.get(1); // "sketchWithNulls"
// 23 null values, nulls at ingestion time are not replaced with default values for complex metrics inputs
Assert.assertEquals(377.0, sketchObjectWithNulls.getPowerSums()[0], 1e-10);
double[] quantilesArray = (double[]) row.get(2); // "quantiles"
Assert.assertEquals(0, quantilesArray[0], 0.05); Assert.assertEquals(0, quantilesArray[0], 0.05);
Assert.assertEquals(.5, quantilesArray[1], 0.05); Assert.assertEquals(.5, quantilesArray[1], 0.05);
Assert.assertEquals(1.0, quantilesArray[2], 0.05); Assert.assertEquals(1.0, quantilesArray[2], 0.05);
Double minValue = (Double) row.get(2); // "min" Double minValue = (Double) row.get(3); // "min"
Assert.assertEquals(0.0011, minValue, 0.0001); Assert.assertEquals(0.0011, minValue, 0.0001);
Double maxValue = (Double) row.get(3); // "max" Double maxValue = (Double) row.get(4); // "max"
Assert.assertEquals(0.9969, maxValue, 0.0001); Assert.assertEquals(0.9969, maxValue, 0.0001);
MomentSketchWrapper sketchObject = (MomentSketchWrapper) row.get(0); // "sketch" double[] quantilesArrayWithNulls = (double[]) row.get(5); // "quantilesWithNulls"
Assert.assertEquals(400.0, sketchObject.getPowerSums()[0], 1e-10); Assert.assertEquals(5.0, quantilesArrayWithNulls[0], 0.05);
Assert.assertEquals(7.57, quantilesArrayWithNulls[1], 0.05);
Assert.assertEquals(10.0, quantilesArrayWithNulls[2], 0.05);
Double minValueWithNulls = (Double) row.get(6); // "minWithNulls"
Assert.assertEquals(5.0164, minValueWithNulls, 0.0001);
Double maxValueWithNulls = (Double) row.get(7); // "maxWithNulls"
Assert.assertEquals(9.9788, maxValueWithNulls, 0.0001);
} }
@Test @Test
@ -164,11 +171,11 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
" \"format\": \"tsv\",", " \"format\": \"tsv\",",
" \"timestampSpec\": {\"column\": \"timestamp\", \"format\": \"yyyyMMddHH\"},", " \"timestampSpec\": {\"column\": \"timestamp\", \"format\": \"yyyyMMddHH\"},",
" \"dimensionsSpec\": {", " \"dimensionsSpec\": {",
" \"dimensions\": [ \"product\"],", " \"dimensions\": [ \"product\", {\"name\":\"valueWithNulls\", \"type\":\"double\"}],",
" \"dimensionExclusions\": [\"sequenceNumber\"],", " \"dimensionExclusions\": [\"sequenceNumber\"],",
" \"spatialDimensions\": []", " \"spatialDimensions\": []",
" },", " },",
" \"columns\": [\"timestamp\", \"sequenceNumber\", \"product\", \"value\"]", " \"columns\": [\"timestamp\", \"sequenceNumber\", \"product\", \"value\", \"valueWithNulls\"]",
" }", " }",
"}" "}"
), ),
@ -184,7 +191,8 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
" \"granularity\": \"ALL\",", " \"granularity\": \"ALL\",",
" \"dimensions\": [],", " \"dimensions\": [],",
" \"aggregations\": [", " \"aggregations\": [",
" {\"type\": \"momentSketch\", \"name\": \"sketch\", \"fieldName\": \"value\", \"k\": 10}", " {\"type\": \"momentSketch\", \"name\": \"sketch\", \"fieldName\": \"value\", \"k\": 10},",
" {\"type\": \"momentSketch\", \"name\": \"sketchWithNulls\", \"fieldName\": \"valueWithNulls\", \"k\": 10}",
" ],", " ],",
" \"intervals\": [\"2016-01-01T00:00:00.000Z/2016-01-31T00:00:00.000Z\"]", " \"intervals\": [\"2016-01-01T00:00:00.000Z/2016-01-31T00:00:00.000Z\"]",
"}" "}"
@ -196,8 +204,14 @@ public class MomentsSketchAggregatorTest extends InitializedNullHandlingTest
ResultRow row = results.get(0); ResultRow row = results.get(0);
MomentSketchWrapper sketchObject = (MomentSketchWrapper) row.get(0); // "sketch" MomentSketchWrapper sketchObject = (MomentSketchWrapper) row.get(0); // "sketch"
// 9 total products since we pre-sum the values. // 385 total products since roll-up limited by valueWithNulls column
Assert.assertEquals(9.0, sketchObject.getPowerSums()[0], 1e-10); Assert.assertEquals(385.0, sketchObject.getPowerSums()[0], 1e-10);
MomentSketchWrapper sketchObjectWithNulls = (MomentSketchWrapper) row.get(1); // "sketchWithNulls"
// in default mode, all 385 rows have a number value so will be computed, but only 377 rows have actual values in
// sql null mode
Assert.assertEquals(hasNulls ? 377.0 : 385.0, sketchObjectWithNulls.getPowerSums()[0], 1e-10);
} }
} }

754
extensions-contrib/momentsketch/src/test/resources/doubles_build_data.tsv
View File

@ -1,400 +1,400 @@
2016010101 0 0 0.6529403005319299 2016010101 0 0 0.6529403005319299 6.4640
2016010101 1 0 0.9270214958987323 2016010101 1 0 0.9270214958987323 5.6748
2016010101 2 0 0.6383273609981486 2016010101 2 0 0.6383273609981486 9.0873
2016010101 3 0 0.8088289215633632 2016010101 3 0 0.8088289215633632 8.6046
2016010101 4 0 0.8163864917598281 2016010101 4 0 0.8163864917598281 5.2844
2016010101 5 0 0.38484848588530784 2016010101 5 0 0.38484848588530784 6.7631
2016010101 6 0 0.7690020468986823 2016010101 6 0 0.7690020468986823 9.4987
2016010101 7 0 0.6212078833139824 2016010101 7 0 0.6212078833139824
2016010101 8 0 0.4915825094949512 2016010101 8 0 0.4915825094949512
2016010101 9 0 0.688004059332008 2016010101 9 0 0.688004059332008 5.2246
2016010101 10 0 0.2536908275250508 2016010101 10 0 0.2536908275250508 5.8375
2016010101 11 0 0.6618435914290263 2016010101 11 0 0.6618435914290263 8.0502
2016010101 12 0 0.7892773595797635 2016010101 12 0 0.7892773595797635
2016010101 13 0 0.08857624134076048 2016010101 13 0 0.08857624134076048 9.3025
2016010101 14 0 0.11992633801904151 2016010101 14 0 0.11992633801904151 9.8775
2016010101 15 0 0.4959192800105586 2016010101 15 0 0.4959192800105586 5.3096
2016010101 16 0 0.5564893557708243 2016010101 16 0 0.5564893557708243 5.7811
2016010101 17 0 0.7755547456799993 2016010101 17 0 0.7755547456799993
2016010101 18 0 0.06420706406984311 2016010101 18 0 0.06420706406984311 7.5113
2016010101 19 0 0.23085639094262378 2016010101 19 0 0.23085639094262378 6.6375
2016010101 20 7 0.012013916725163498 2016010101 20 7 0.012013916725163498 5.5032
2016010101 21 7 0.34077219818209503 2016010101 21 7 0.34077219818209503 6.0330
2016010101 22 7 0.8445966884204918 2016010101 22 7 0.8445966884204918 6.9012
2016010101 23 7 0.6466142718287953 2016010101 23 7 0.6466142718287953 7.2324
2016010101 24 7 0.43959032391415487 2016010101 24 7 0.43959032391415487 8.5575
2016010101 25 7 0.7768829233737787 2016010101 25 7 0.7768829233737787
2016010101 26 7 0.5899544206136442 2016010101 26 7 0.5899544206136442 7.9103
2016010101 27 7 0.017782361911801825 2016010101 27 7 0.017782361911801825 9.5395
2016010101 28 7 0.5431916165782864 2016010101 28 7 0.5431916165782864 9.0030
2016010101 29 7 0.8218253174439416 2016010101 29 7 0.8218253174439416 8.2596
2016010101 30 7 0.6372788284951859 2016010101 30 7 0.6372788284951859 8.4348
2016010101 31 7 0.41403671834680933 2016010101 31 7 0.41403671834680933 7.0427
2016010101 32 7 0.042508330730374855 2016010101 32 7 0.042508330730374855 8.4631
2016010101 33 7 0.7416290691530969 2016010101 33 7 0.7416290691530969 5.8021
2016010101 34 7 0.6990557213726277 2016010101 34 7 0.6990557213726277 6.9269
2016010101 35 7 0.6302154208823348 2016010101 35 7 0.6302154208823348 8.6705
2016010101 36 7 0.021053567154993402 2016010101 36 7 0.021053567154993402 8.8914
2016010101 37 7 0.770280353784988 2016010101 37 7 0.770280353784988 7.3932
2016010101 38 7 0.08205576978448703 2016010101 38 7 0.08205576978448703 6.8809
2016010101 39 7 0.2049660800682488 2016010101 39 7 0.2049660800682488 5.9201
2016010101 40 5 0.08129304678049831 2016010101 40 5 0.08129304678049831
2016010101 41 5 0.17754747271638005 2016010101 41 5 0.17754747271638005 8.7760
2016010101 42 5 0.8441702357096768 2016010101 42 5 0.8441702357096768 6.2093
2016010101 43 5 0.9060464737257796 2016010101 43 5 0.9060464737257796 6.5394
2016010101 44 5 0.5970595512785409 2016010101 44 5 0.5970595512785409 9.9788
2016010101 45 5 0.843859346312315 2016010101 45 5 0.843859346312315 7.1848
2016010101 46 5 0.1649847892987305 2016010101 46 5 0.1649847892987305 8.4503
2016010101 47 5 0.5279903496999094 2016010101 47 5 0.5279903496999094 8.9682
2016010101 48 5 0.08758749830556767 2016010101 48 5 0.08758749830556767 6.4161
2016010101 49 5 0.6088480522002063 2016010101 49 5 0.6088480522002063 7.1579
2016010101 50 5 0.31079133043670004 2016010101 50 5 0.31079133043670004 9.3775
2016010101 51 5 0.43062105356651226 2016010101 51 5 0.43062105356651226 5.2508
2016010101 52 5 0.8542989852099488 2016010101 52 5 0.8542989852099488 7.4714
2016010101 53 5 0.42443162807834045 2016010101 53 5 0.42443162807834045 7.9648
2016010101 54 5 0.5020327054358468 2016010101 54 5 0.5020327054358468 7.4182
2016010101 55 5 0.36453920012074237 2016010101 55 5 0.36453920012074237 9.4505
2016010101 56 5 0.9884597580348689 2016010101 56 5 0.9884597580348689 6.1475
2016010101 57 5 0.3770559586575706 2016010101 57 5 0.3770559586575706 5.1045
2016010101 58 5 0.5989237303385875 2016010101 58 5 0.5989237303385875
2016010101 59 5 0.9926342802399872 2016010101 59 5 0.9926342802399872 7.7604
2016010101 60 4 0.7813961047849703 2016010101 60 4 0.7813961047849703 5.3715
2016010101 61 4 0.062171533805525425 2016010101 61 4 0.062171533805525425 6.2639
2016010101 62 4 0.5284977503473608 2016010101 62 4 0.5284977503473608 8.4169
2016010101 63 4 0.5924687065581794 2016010101 63 4 0.5924687065581794 9.3528
2016010101 64 4 0.06305234223879275 2016010101 64 4 0.06305234223879275 9.4684
2016010101 65 4 0.4959562731747129 2016010101 65 4 0.4959562731747129 9.9342
2016010101 66 4 0.6336733165353365 2016010101 66 4 0.6336733165353365 5.1156
2016010101 67 4 0.48860263540869875 2016010101 67 4 0.48860263540869875 8.3483
2016010101 68 4 0.9387610528974851 2016010101 68 4 0.9387610528974851 5.8623
2016010101 69 4 0.3391271652731308 2016010101 69 4 0.3391271652731308 6.8404
2016010101 70 4 0.5962837638971421 2016010101 70 4 0.5962837638971421 5.8733
2016010101 71 4 0.9190447294921896 2016010101 71 4 0.9190447294921896 5.6447
2016010101 72 4 0.33082943548872534 2016010101 72 4 0.33082943548872534 6.5562
2016010101 73 4 0.6236359023672029 2016010101 73 4 0.6236359023672029 9.6535
2016010101 74 4 0.27134427542016615 2016010101 74 4 0.27134427542016615 7.4968
2016010101 75 4 0.11665530238761901 2016010101 75 4 0.11665530238761901 8.7194
2016010101 76 4 0.10469260335277608 2016010101 76 4 0.10469260335277608 8.7135
2016010101 77 4 0.6824658847771211 2016010101 77 4 0.6824658847771211 5.5886
2016010101 78 4 0.6131047630496756 2016010101 78 4 0.6131047630496756 8.4490
2016010101 79 4 0.9838171536972515 2016010101 79 4 0.9838171536972515 9.2168
2016010101 80 4 0.7484669110852756 2016010101 80 4 0.7484669110852756 9.7527
2016010101 81 4 0.797620888697219 2016010101 81 4 0.797620888697219 8.2709
2016010101 82 4 0.7166673353657907 2016010101 82 4 0.7166673353657907 9.7910
2016010101 83 4 0.46968710353176557 2016010101 83 4 0.46968710353176557 7.6986
2016010101 84 4 0.3998491199643106 2016010101 84 4 0.3998491199643106 9.0208
2016010101 85 4 0.6314883585976869 2016010101 85 4 0.6314883585976869 8.5947
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2
processing/src/test/java/org/apache/druid/query/aggregation/AggregationTestHelper.java
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@ -438,6 +438,7 @@ public class AggregationTestHelper implements Closeable
.setIndexSchema( .setIndexSchema(
new IncrementalIndexSchema.Builder() new IncrementalIndexSchema.Builder()
.withMinTimestamp(minTimestamp) .withMinTimestamp(minTimestamp)
.withDimensionsSpec(parser.getParseSpec().getDimensionsSpec())
.withQueryGranularity(gran) .withQueryGranularity(gran)
.withMetrics(metrics) .withMetrics(metrics)
.withRollup(rollup) .withRollup(rollup)
@ -458,6 +459,7 @@ public class AggregationTestHelper implements Closeable
.setIndexSchema( .setIndexSchema(
new IncrementalIndexSchema.Builder() new IncrementalIndexSchema.Builder()
.withMinTimestamp(minTimestamp) .withMinTimestamp(minTimestamp)
.withDimensionsSpec(parser.getParseSpec().getDimensionsSpec())
.withQueryGranularity(gran) .withQueryGranularity(gran)
.withMetrics(metrics) .withMetrics(metrics)
.withRollup(rollup) .withRollup(rollup)