Histogram Facet: Allow to define a key field and value script, closes #517.
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@ -93,11 +93,9 @@ public class HistogramFacetCollectorParser implements FacetCollectorParser {
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throw new FacetPhaseExecutionException(facetName, "[interval] is required to be set for histogram facet");
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}
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if (interval < 0) {
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throw new FacetPhaseExecutionException(facetName, "[interval] is required to be positive for histogram facet");
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}
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if (valueField == null || keyField.equals(valueField)) {
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if (valueScript != null) {
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return new KeyValueScriptHistogramFacetCollector(facetName, keyField, scriptLang, valueScript, params, interval, comparatorType, context);
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} else if (valueField == null || keyField.equals(valueField)) {
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return new HistogramFacetCollector(facetName, keyField, interval, comparatorType, context);
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} else {
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// we have a value field, and its different than the key
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@ -33,6 +33,7 @@ import java.util.Map;
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*/
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public class HistogramScriptFacetBuilder extends AbstractFacetBuilder {
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private String lang;
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private String keyFieldName;
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private String keyScript;
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private String valueScript;
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private Map<String, Object> params;
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@ -51,6 +52,11 @@ public class HistogramScriptFacetBuilder extends AbstractFacetBuilder {
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return this;
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}
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public HistogramScriptFacetBuilder keyField(String keyFieldName) {
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this.keyFieldName = keyFieldName;
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return this;
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}
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public HistogramScriptFacetBuilder keyScript(String keyScript) {
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this.keyScript = keyScript;
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return this;
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@ -90,8 +96,8 @@ public class HistogramScriptFacetBuilder extends AbstractFacetBuilder {
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}
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@Override public void toXContent(XContentBuilder builder, Params params) throws IOException {
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if (keyScript == null) {
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throw new SearchSourceBuilderException("key_script must be set on histogram script facet for facet [" + name + "]");
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if (keyScript == null && keyFieldName == null) {
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throw new SearchSourceBuilderException("key_script or key_field must be set on histogram script facet for facet [" + name + "]");
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}
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if (valueScript == null) {
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throw new SearchSourceBuilderException("value_script must be set on histogram script facet for facet [" + name + "]");
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@ -99,7 +105,11 @@ public class HistogramScriptFacetBuilder extends AbstractFacetBuilder {
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builder.startObject(name);
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builder.startObject(HistogramFacetCollectorParser.NAME);
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if (keyFieldName != null) {
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builder.field("key_field", keyFieldName);
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} else if (keyScript != null) {
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builder.field("key_script", keyScript);
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}
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builder.field("value_script", valueScript);
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if (lang != null) {
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builder.field("lang", lang);
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@ -0,0 +1,138 @@
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/*
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* Licensed to Elastic Search and Shay Banon under one
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* or more contributor license agreements. See the NOTICE file
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* distributed with this work for additional information
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* regarding copyright ownership. Elastic Search licenses this
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* file to you under the Apache License, Version 2.0 (the
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* "License"); you may not use this file except in compliance
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* with the License. You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing,
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* software distributed under the License is distributed on an
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* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
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* KIND, either express or implied. See the License for the
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* specific language governing permissions and limitations
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* under the License.
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*/
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package org.elasticsearch.search.facet.histogram;
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import org.apache.lucene.index.IndexReader;
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import org.elasticsearch.common.trove.TLongDoubleHashMap;
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import org.elasticsearch.common.trove.TLongLongHashMap;
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import org.elasticsearch.index.cache.field.data.FieldDataCache;
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import org.elasticsearch.index.field.data.FieldDataType;
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import org.elasticsearch.index.field.data.NumericFieldData;
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import org.elasticsearch.index.mapper.FieldMapper;
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import org.elasticsearch.index.mapper.MapperService;
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import org.elasticsearch.script.search.SearchScript;
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import org.elasticsearch.search.facet.Facet;
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import org.elasticsearch.search.facet.FacetPhaseExecutionException;
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import org.elasticsearch.search.facet.support.AbstractFacetCollector;
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import org.elasticsearch.search.internal.SearchContext;
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import java.io.IOException;
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import java.util.Map;
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/**
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* A histogram facet collector that uses the same field as the key as well as the
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* value.
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*
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* @author kimchy (shay.banon)
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*/
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public class KeyValueScriptHistogramFacetCollector extends AbstractFacetCollector {
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private final String fieldName;
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private final String indexFieldName;
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private final long interval;
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private final HistogramFacet.ComparatorType comparatorType;
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private final FieldDataCache fieldDataCache;
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private final FieldDataType fieldDataType;
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private NumericFieldData fieldData;
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private final SearchScript valueScript;
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private final HistogramProc histoProc;
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public KeyValueScriptHistogramFacetCollector(String facetName, String fieldName, String scriptLang, String valueScript, Map<String, Object> params, long interval, HistogramFacet.ComparatorType comparatorType, SearchContext context) {
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super(facetName);
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this.fieldName = fieldName;
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this.interval = interval;
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this.comparatorType = comparatorType;
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this.fieldDataCache = context.fieldDataCache();
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MapperService.SmartNameFieldMappers smartMappers = context.mapperService().smartName(fieldName);
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if (smartMappers == null || !smartMappers.hasMapper()) {
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throw new FacetPhaseExecutionException(facetName, "No mapping found for field [" + fieldName + "]");
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}
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// add type filter if there is exact doc mapper associated with it
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if (smartMappers.hasDocMapper()) {
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setFilter(context.filterCache().cache(smartMappers.docMapper().typeFilter()));
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}
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this.valueScript = new SearchScript(context.scriptSearchLookup(), scriptLang, valueScript, params, context.scriptService());
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FieldMapper mapper = smartMappers.mapper();
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indexFieldName = mapper.names().indexName();
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fieldDataType = mapper.fieldDataType();
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histoProc = new HistogramProc(interval, this.valueScript);
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}
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@Override protected void doCollect(int doc) throws IOException {
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fieldData.forEachValueInDoc(doc, histoProc);
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}
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@Override protected void doSetNextReader(IndexReader reader, int docBase) throws IOException {
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fieldData = (NumericFieldData) fieldDataCache.cache(fieldDataType, reader, indexFieldName);
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}
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@Override public Facet facet() {
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return new InternalHistogramFacet(facetName, fieldName, fieldName, interval, comparatorType, histoProc.counts(), histoProc.totals());
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}
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public static long bucket(double value, long interval) {
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return (((long) (value / interval)) * interval);
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}
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public static class HistogramProc implements NumericFieldData.DoubleValueInDocProc {
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private final long interval;
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private final SearchScript valueScript;
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private final TLongLongHashMap counts = new TLongLongHashMap();
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private final TLongDoubleHashMap totals = new TLongDoubleHashMap();
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public HistogramProc(long interval, SearchScript valueScript) {
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this.interval = interval;
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this.valueScript = valueScript;
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}
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@Override public void onValue(int docId, double value) {
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long bucket = bucket(value, interval);
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counts.adjustOrPutValue(bucket, 1, 1);
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double scriptValue = ((Number) valueScript.execute(docId)).doubleValue();
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totals.adjustOrPutValue(bucket, scriptValue, scriptValue);
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}
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public TLongLongHashMap counts() {
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return counts;
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}
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public TLongDoubleHashMap totals() {
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return totals;
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}
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}
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}
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@ -631,6 +631,7 @@ public class SimpleFacetsTests extends AbstractNodesTests {
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.addFacet(histogramFacet("stats3").keyField("num").valueField("multi_num").interval(100))
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.addFacet(histogramScriptFacet("stats4").keyScript("doc['date'].date.minuteOfHour").valueScript("doc['num'].value"))
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.addFacet(histogramFacet("stats5").field("date").interval(1, TimeUnit.MINUTES))
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.addFacet(histogramScriptFacet("stats6").keyField("num").valueScript("doc['num'].value").interval(100))
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.execute().actionGet();
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if (searchResponse.failedShards() > 0) {
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@ -700,6 +701,18 @@ public class SimpleFacetsTests extends AbstractNodesTests {
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assertThat(facet.entries().get(0).count(), equalTo(2l));
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assertThat(facet.entries().get(1).key(), equalTo(TimeValue.timeValueMinutes(2).millis()));
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assertThat(facet.entries().get(1).count(), equalTo(1l));
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facet = searchResponse.facets().facet("stats6");
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assertThat(facet.name(), equalTo("stats6"));
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assertThat(facet.entries().size(), equalTo(2));
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assertThat(facet.entries().get(0).key(), equalTo(1000l));
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assertThat(facet.entries().get(0).count(), equalTo(2l));
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assertThat(facet.entries().get(0).total(), equalTo(2120d));
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assertThat(facet.entries().get(0).mean(), equalTo(1060d));
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assertThat(facet.entries().get(1).key(), equalTo(1100l));
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assertThat(facet.entries().get(1).count(), equalTo(1l));
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assertThat(facet.entries().get(1).total(), equalTo(1175d));
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assertThat(facet.entries().get(1).mean(), equalTo(1175d));
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}
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@Test public void testRangeFacets() throws Exception {
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