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* 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.benchmark.search.aggregations;
import org.elasticsearch.action.admin.cluster.health.ClusterHealthResponse;
import org.elasticsearch.action.bulk.BulkRequestBuilder;
import org.elasticsearch.action.bulk.BulkResponse;
import org.elasticsearch.action.search.SearchResponse;
import org.elasticsearch.action.search.SearchType;
import org.elasticsearch.client.Client;
import org.elasticsearch.client.Requests;
import org.elasticsearch.common.StopWatch;
import org.elasticsearch.common.settings.Settings;
import org.elasticsearch.common.unit.SizeValue;
import org.elasticsearch.common.xcontent.XContentBuilder;
import org.elasticsearch.index.query.FilterBuilders;
import org.elasticsearch.node.Node;
import org.elasticsearch.search.aggregations.AggregationBuilders;
import java.util.concurrent.ThreadLocalRandom;
import static org.elasticsearch.client.Requests.createIndexRequest;
import static org.elasticsearch.cluster.metadata.IndexMetaData.SETTING_NUMBER_OF_REPLICAS;
import static org.elasticsearch.cluster.metadata.IndexMetaData.SETTING_NUMBER_OF_SHARDS;
import static org.elasticsearch.common.settings.ImmutableSettings.settingsBuilder;
import static org.elasticsearch.common.xcontent.XContentFactory.jsonBuilder;
import static org.elasticsearch.index.query.QueryBuilders.matchAllQuery;
import static org.elasticsearch.index.query.QueryBuilders.termQuery;
import static org.elasticsearch.node.NodeBuilder.nodeBuilder;
public class QueryFilterAggregationSearchBenchmark {
static final long COUNT = SizeValue.parseSizeValue("5m").singles();
static final int BATCH = 1000;
static final int QUERY_COUNT = 200;
static final int NUMBER_OF_TERMS = 200;
static Client client;
public static void main(String[] args) throws Exception {
Settings settings = settingsBuilder()
.put("index.refresh_interval", "-1")
.put("gateway.type", "local")
.put(SETTING_NUMBER_OF_SHARDS, 2)
.put(SETTING_NUMBER_OF_REPLICAS, 0)
.build();
String clusterName = QueryFilterAggregationSearchBenchmark.class.getSimpleName();
Node node1 = nodeBuilder()
.clusterName(clusterName)
.settings(settingsBuilder().put(settings).put("name", "node1")).node();
client = node1.client();
long[] lValues = new long[NUMBER_OF_TERMS];
for (int i = 0; i < NUMBER_OF_TERMS; i++) {
lValues[i] = ThreadLocalRandom.current().nextLong();
}
Thread.sleep(10000);
try {
client.admin().indices().create(createIndexRequest("test")).actionGet();
StopWatch stopWatch = new StopWatch().start();
System.out.println("--> Indexing [" + COUNT + "] ...");
long ITERS = COUNT / BATCH;
long i = 1;
int counter = 0;
for (; i <= ITERS; i++) {
BulkRequestBuilder request = client.prepareBulk();
for (int j = 0; j < BATCH; j++) {
counter++;
XContentBuilder builder = jsonBuilder().startObject();
builder.field("id", Integer.toString(counter));
builder.field("l_value", lValues[ThreadLocalRandom.current().nextInt(NUMBER_OF_TERMS)]);
builder.endObject();
request.add(Requests.indexRequest("test").type("type1").id(Integer.toString(counter))
.source(builder));
}
BulkResponse response = request.execute().actionGet();
if (response.hasFailures()) {
System.err.println("--> failures...");
}
if (((i * BATCH) % 100000) == 0) {
System.out.println("--> Indexed " + (i * BATCH) + " took " + stopWatch.stop().lastTaskTime());
stopWatch.start();
}
}
System.out.println("--> Indexing took " + stopWatch.totalTime() + ", TPS " + (((double) (COUNT)) / stopWatch.totalTime().secondsFrac()));
} catch (Exception e) {
System.out.println("--> Index already exists, ignoring indexing phase, waiting for green");
ClusterHealthResponse clusterHealthResponse = client.admin().cluster().prepareHealth().setWaitForGreenStatus().setTimeout("10m").execute().actionGet();
if (clusterHealthResponse.isTimedOut()) {
System.err.println("--> Timed out waiting for cluster health");
}
}
client.admin().indices().prepareRefresh().execute().actionGet();
if (client.prepareCount().setQuery(matchAllQuery()).execute().actionGet().getCount() != COUNT) {
throw new Error();
}
System.out.println("--> Number of docs in index: " + COUNT);
final long anyValue = ((Number) client.prepareSearch().execute().actionGet().getHits().hits()[0].sourceAsMap().get("l_value")).longValue();
long totalQueryTime = 0;
totalQueryTime = 0;
for (int j = 0; j < QUERY_COUNT; j++) {
SearchResponse searchResponse = client.prepareSearch()
.setSearchType(SearchType.COUNT)
.setQuery(termQuery("l_value", anyValue))
.execute().actionGet();
totalQueryTime += searchResponse.getTookInMillis();
}
System.out.println("--> Simple Query on first l_value " + totalQueryTime + "ms");
totalQueryTime = 0;
for (int j = 0; j < QUERY_COUNT; j++) {
SearchResponse searchResponse = client.prepareSearch()
.setSearchType(SearchType.COUNT)
.setQuery(termQuery("l_value", anyValue))
.addAggregation(AggregationBuilders.filter("filter").filter(FilterBuilders.termFilter("l_value", anyValue)))
.execute().actionGet();
totalQueryTime += searchResponse.getTookInMillis();
}
System.out.println("--> Filter agg first l_value " + totalQueryTime + "ms");
}
}