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Add unit tests to histogram aggregations. (#22961)
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248
...java/org/elasticsearch/search/aggregations/bucket/histogram/HistogramAggregatorTests.java
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/* | ||
* Licensed to Elasticsearch under one or more contributor | ||
* license agreements. See the NOTICE file distributed with | ||
* this work for additional information regarding copyright | ||
* ownership. Elasticsearch 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. | ||
*/ | ||
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package org.elasticsearch.search.aggregations.bucket.histogram; | ||
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import org.apache.lucene.document.Document; | ||
import org.apache.lucene.document.SortedNumericDocValuesField; | ||
import org.apache.lucene.index.IndexReader; | ||
import org.apache.lucene.index.RandomIndexWriter; | ||
import org.apache.lucene.search.IndexSearcher; | ||
import org.apache.lucene.search.MatchAllDocsQuery; | ||
import org.apache.lucene.store.Directory; | ||
import org.apache.lucene.util.NumericUtils; | ||
import org.elasticsearch.index.mapper.MappedFieldType; | ||
import org.elasticsearch.index.mapper.NumberFieldMapper; | ||
import org.elasticsearch.search.aggregations.AggregatorTestCase; | ||
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public class HistogramAggregatorTests extends AggregatorTestCase { | ||
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public void testLongs() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (long value : new long[] {7, 3, -10, -6, 5, 50}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", value)); | ||
w.addDocument(doc); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(5); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.LONG); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = search(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(4, histogram.getBuckets().size()); | ||
assertEquals(-10d, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(0d, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(1).getDocCount()); | ||
assertEquals(5d, histogram.getBuckets().get(2).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(2).getDocCount()); | ||
assertEquals(50d, histogram.getBuckets().get(3).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(3).getDocCount()); | ||
} | ||
} | ||
} | ||
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public void testDoubles() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (double value : new double[] {9.3, 3.2, -10, -6.5, 5.3, 50.1}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", NumericUtils.doubleToSortableLong(value))); | ||
w.addDocument(doc); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(5); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.DOUBLE); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = search(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(4, histogram.getBuckets().size()); | ||
assertEquals(-10d, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(0d, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(1).getDocCount()); | ||
assertEquals(5d, histogram.getBuckets().get(2).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(2).getDocCount()); | ||
assertEquals(50d, histogram.getBuckets().get(3).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(3).getDocCount()); | ||
} | ||
} | ||
} | ||
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public void testIrrationalInterval() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (long value : new long[] {3, 2, -10, 5, -9}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", value)); | ||
w.addDocument(doc); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(Math.PI); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.LONG); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = search(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(4, histogram.getBuckets().size()); | ||
assertEquals(-4 * Math.PI, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(-3 * Math.PI, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(1).getDocCount()); | ||
assertEquals(0d, histogram.getBuckets().get(2).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(2).getDocCount()); | ||
assertEquals(Math.PI, histogram.getBuckets().get(3).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(3).getDocCount()); | ||
} | ||
} | ||
} | ||
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public void testMinDocCount() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (long value : new long[] {7, 3, -10, -6, 5, 50}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", value)); | ||
w.addDocument(doc); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(10) | ||
.minDocCount(2); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.LONG); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = searchAndReduce(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(2, histogram.getBuckets().size()); | ||
assertEquals(-10d, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(0d, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(3, histogram.getBuckets().get(1).getDocCount()); | ||
} | ||
} | ||
} | ||
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public void testMissing() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (long value : new long[] {7, 3, -10, -6, 5, 50}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", value)); | ||
w.addDocument(doc); | ||
w.addDocument(new Document()); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(5) | ||
.missing(2d); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.LONG); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = search(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(4, histogram.getBuckets().size()); | ||
assertEquals(-10d, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(0d, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(7, histogram.getBuckets().get(1).getDocCount()); | ||
assertEquals(5d, histogram.getBuckets().get(2).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(2).getDocCount()); | ||
assertEquals(50d, histogram.getBuckets().get(3).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(3).getDocCount()); | ||
} | ||
} | ||
} | ||
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public void testOffset() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (double value : new double[] {9.3, 3.2, -5, -6.5, 5.3}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", NumericUtils.doubleToSortableLong(value))); | ||
w.addDocument(doc); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(5) | ||
.offset(Math.PI); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.DOUBLE); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = search(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(3, histogram.getBuckets().size()); | ||
assertEquals(-10 + Math.PI, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(Math.PI, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(1).getDocCount()); | ||
assertEquals(5 + Math.PI, histogram.getBuckets().get(2).getKey()); | ||
assertEquals(1, histogram.getBuckets().get(2).getDocCount()); | ||
} | ||
} | ||
} | ||
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public void testExtendedBounds() throws Exception { | ||
try (Directory dir = newDirectory(); | ||
RandomIndexWriter w = new RandomIndexWriter(random(), dir)) { | ||
for (double value : new double[] {3.2, -5, -4.5, 4.3}) { | ||
Document doc = new Document(); | ||
doc.add(new SortedNumericDocValuesField("field", NumericUtils.doubleToSortableLong(value))); | ||
w.addDocument(doc); | ||
} | ||
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HistogramAggregationBuilder aggBuilder = new HistogramAggregationBuilder("my_agg") | ||
.field("field") | ||
.interval(5) | ||
.extendedBounds(-12, 13); | ||
MappedFieldType fieldType = new NumberFieldMapper.NumberFieldType(NumberFieldMapper.NumberType.DOUBLE); | ||
fieldType.setName("field"); | ||
try (IndexReader reader = w.getReader()) { | ||
IndexSearcher searcher = new IndexSearcher(reader); | ||
Histogram histogram = searchAndReduce(searcher, new MatchAllDocsQuery(), aggBuilder, fieldType); | ||
assertEquals(6, histogram.getBuckets().size()); | ||
assertEquals(-15d, histogram.getBuckets().get(0).getKey()); | ||
assertEquals(0, histogram.getBuckets().get(0).getDocCount()); | ||
assertEquals(-10d, histogram.getBuckets().get(1).getKey()); | ||
assertEquals(0, histogram.getBuckets().get(1).getDocCount()); | ||
assertEquals(-5d, histogram.getBuckets().get(2).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(2).getDocCount()); | ||
assertEquals(0d, histogram.getBuckets().get(3).getKey()); | ||
assertEquals(2, histogram.getBuckets().get(3).getDocCount()); | ||
assertEquals(5d, histogram.getBuckets().get(4).getKey()); | ||
assertEquals(0, histogram.getBuckets().get(4).getDocCount()); | ||
assertEquals(10d, histogram.getBuckets().get(5).getKey()); | ||
assertEquals(0, histogram.getBuckets().get(5).getDocCount()); | ||
} | ||
} | ||
} | ||
} |
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