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Jay Deng
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‎modules/lang-painless/build.gradle

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@@ -33,6 +33,7 @@ import com.github.jengelman.gradle.plugins.shadow.ShadowBasePlugin
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apply plugin: 'opensearch.validate-rest-spec'
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apply plugin: 'opensearch.yaml-rest-test'
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apply plugin: 'opensearch.internal-cluster-test'
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opensearchplugin {
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description 'An easy, safe and fast scripting language for OpenSearch'

‎modules/lang-painless/src/internalClusterTest/java/org/opensearch/painless/TemporaryIT.java

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@@ -0,0 +1,217 @@
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/*
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* SPDX-License-Identifier: Apache-2.0
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*
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* The OpenSearch Contributors require contributions made to
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* this file be licensed under the Apache-2.0 license or a
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* compatible open source license.
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*/
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package org.opensearch.painless;
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import org.opensearch.action.search.SearchResponse;
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import org.opensearch.cluster.metadata.IndexMetadata;
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import org.opensearch.common.settings.Settings;
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import org.opensearch.common.xcontent.XContentFactory;
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import org.opensearch.core.xcontent.MediaTypeRegistry;
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import org.opensearch.core.xcontent.XContentBuilder;
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import org.opensearch.index.query.QueryBuilder;
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import org.opensearch.plugins.Plugin;
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import org.opensearch.script.Script;
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import org.opensearch.script.ScriptType;
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import org.opensearch.search.SearchService;
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import org.opensearch.search.aggregations.AggregationBuilder;
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import org.opensearch.search.aggregations.AggregationBuilders;
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import org.opensearch.search.aggregations.bucket.composite.TermsValuesSourceBuilder;
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import org.opensearch.search.sort.FieldSortBuilder;
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import org.opensearch.search.sort.SortOrder;
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import org.opensearch.test.OpenSearchIntegTestCase;
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import java.io.IOException;
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import java.util.Collection;
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import java.util.Collections;
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import java.util.List;
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import static org.opensearch.index.query.QueryBuilders.boolQuery;
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import static org.opensearch.index.query.QueryBuilders.termQuery;
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import static org.opensearch.search.aggregations.PipelineAggregatorBuilders.bucketSort;
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import static org.opensearch.test.hamcrest.OpenSearchAssertions.assertAcked;
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public class TemporaryIT extends OpenSearchIntegTestCase {
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@Override
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protected Settings nodeSettings(int nodeOrdinal) {
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return Settings.builder()
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.put(super.nodeSettings(nodeOrdinal))
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.put(SearchService.CLUSTER_CONCURRENT_SEGMENT_SEARCH_SETTING.getKey(), true)
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.build();
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}
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@Override
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protected Collection<Class<? extends Plugin>> nodePlugins() {
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return List.of(PainlessModulePlugin.class);
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}
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private void createTestIndex() throws IOException {
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XContentBuilder xContentBuilder = XContentFactory.jsonBuilder().startObject()
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.field("dynamic", "false")
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.startObject("_meta")
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.field("schema_version", 5)
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.endObject()
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.startObject("properties")
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.startObject("anomaly_grade").field("type", "double").endObject()
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.startObject("anomaly_score").field("type", "double").endObject()
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.startObject("approx_anomaly_start_time").field("type", "date").field("format", "strict_date_time||epoch_millis").endObject()
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.startObject("confidence").field("type", "double").endObject()
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.startObject("data_end_time").field("type", "date").field("format", "strict_date_time||epoch_millis").endObject()
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.startObject("data_start_time").field("type", "date").field("format", "strict_date_time||epoch_millis").endObject()
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.startObject("detector_id").field("type", "keyword").endObject()
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.startObject("entity").field("type", "nested")
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.startObject("properties")
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.startObject("name").field("type", "keyword").endObject()
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.startObject("value").field("type", "keyword").endObject()
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.endObject()
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.endObject()
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.startObject("error").field("type", "text").endObject()
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.startObject("execution_end_time").field("type", "date").field("format", "strict_date_time||epoch_millis").endObject()
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.startObject("execution_start_time").field("type", "date").field("format", "strict_date_time||epoch_millis").endObject()
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.startObject("expected_values").field("type", "nested")
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.startObject("properties")
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.startObject("likelihood").field("type", "double").endObject()
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.startObject("value_list").field("type", "nested")
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.startObject("properties")
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.startObject("data").field("type", "double").endObject()
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.startObject("feature_id").field("type", "keyword").endObject()
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.endObject()
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.endObject()
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.endObject()
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.endObject()
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.startObject("feature_data").field("type", "nested")
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.startObject("properties")
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.startObject("data").field("type", "double").endObject()
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.startObject("feature_id").field("type", "keyword").endObject()
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.endObject()
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.endObject()
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.startObject("is_anomaly").field("type", "boolean").endObject()
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.startObject("model_id").field("type", "keyword").endObject()
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.startObject("past_values").field("type", "nested")
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.startObject("properties")
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.startObject("data").field("type", "double").endObject()
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.startObject("feature_id").field("type", "keyword").endObject()
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.endObject()
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.endObject()
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.startObject("relevant_attribution").field("type", "nested")
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.startObject("properties")
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.startObject("data").field("type", "double").endObject()
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.startObject("feature_id").field("type", "keyword").endObject()
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.endObject()
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.endObject()
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.startObject("schema_version").field("type", "integer").endObject()
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.startObject("task_id").field("type", "keyword").endObject()
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.startObject("threshold").field("type", "double").endObject()
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.startObject("user").field("type", "nested")
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.startObject("properties")
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.startObject("backend_roles").field("type", "text").startObject("fields").startObject("keyword").field("type", "keyword").endObject().endObject().endObject()
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.startObject("custom_attribute_names").field("type", "text").startObject("fields").startObject("keyword").field("type", "keyword").endObject().endObject().endObject()
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.startObject("name").field("type", "text").startObject("fields").startObject("keyword").field("type", "keyword").field("ignore_above", 256).endObject().endObject().endObject()
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.startObject("roles").field("type", "text").startObject("fields").startObject("keyword").field("type", "keyword").endObject().endObject().endObject()
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.endObject()
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.endObject()
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.endObject()
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.endObject();
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assertAcked(
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prepareCreate("test")
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.setMapping(xContentBuilder)
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.setSettings(
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Settings.builder()
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.put(IndexMetadata.SETTING_NUMBER_OF_SHARDS, 1)
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.put(IndexMetadata.SETTING_NUMBER_OF_REPLICAS, 0)
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)
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);
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}
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private void indexTestData() {
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client().prepareIndex("test").setId("gRbUF").setSource("{\"detector_id\":\"VqbXro0B0N8KJjAbG28Y\",\"schema_version\":0,\"data_start_time\":5,\"data_end_time\":5,\"feature_data\":[{\"feature_id\":\"WQgvo\",\"feature_name\":\"PVhgc\",\"data\":0.9212883816892278},{\"feature_id\":\"JulWB\",\"feature_name\":\"HgOGN\",\"data\":0.27831399526601086}],\"execution_start_time\":5,\"execution_end_time\":5,\"anomaly_score\":0.5,\"anomaly_grade\":0.8,\"confidence\":0.1705822118682151,\"entity\":[{\"name\":\"ip-field\",\"value\":\"1.2.3.4\"},{\"name\":\"keyword-field\",\"value\":\"field-1\"}],\"user\":{\"name\":\"PBJzgZpg\",\"backend_roles\":[\"giOWwAZcpU\"],\"roles\":[\"all_access\"],\"custom_attribute_names\":[\"attribute=test\"],\"user_requested_tenant\":null},\"approx_anomaly_start_time\":1708035355000,\"relevant_attribution\":[{\"feature_id\":\"piyfg\",\"data\":0.7797511350635153},{\"feature_id\":\"pFhPl\",\"data\":0.680814523323366}],\"past_values\":[{\"feature_id\":\"mECeN\",\"data\":0.8577224651498027},{\"feature_id\":\"SSHho\",\"data\":0.36525036781711573}],\"expected_values\":[{\"likelihood\":0.712699398152217,\"value_list\":[{\"feature_id\":\"wOPWI\",\"data\":0.09344528571943234},{\"feature_id\":\"HMZbM\",\"data\":0.8899196238445849}]}],\"threshold\":7.513042281539716}", MediaTypeRegistry.JSON).get();
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client().prepareIndex("test").setId("vWCJa").setSource("{\"detector_id\":\"VqbXro0B0N8KJjAbG28Y\",\"schema_version\":0,\"data_start_time\":5,\"data_end_time\":5,\"feature_data\":[{\"feature_id\":\"Lmcsm\",\"feature_name\":\"iDXfc\",\"data\":0.9674434291471465},{\"feature_id\":\"qSUQl\",\"feature_name\":\"qbEoF\",\"data\":0.6504223878706881}],\"execution_start_time\":5,\"execution_end_time\":5,\"anomaly_score\":0.5,\"anomaly_grade\":0.5,\"confidence\":0.06614591879270315,\"entity\":[{\"name\":\"ip-field\",\"value\":\"5.6.7.8\"},{\"name\":\"keyword-field\",\"value\":\"field-2\"}],\"user\":{\"name\":\"dJHBbnuu\",\"backend_roles\":[\"HXqCilWVMf\"],\"roles\":[\"all_access\"],\"custom_attribute_names\":[\"attribute=test\"],\"user_requested_tenant\":null},\"approx_anomaly_start_time\":1708035355000,\"relevant_attribution\":[{\"feature_id\":\"Ufhtc\",\"data\":0.08750171412108843},{\"feature_id\":\"uyJWb\",\"data\":0.9333680688095377}],\"past_values\":[{\"feature_id\":\"qskfI\",\"data\":0.970802420410941},{\"feature_id\":\"gYdme\",\"data\":0.847333030542884}],\"expected_values\":[{\"likelihood\":0.001994250912530804,\"value_list\":[{\"feature_id\":\"pnLad\",\"data\":0.1614332721050905},{\"feature_id\":\"BtBBh\",\"data\":0.5734485976838636}]}],\"threshold\":8.580216939299472}", MediaTypeRegistry.JSON).get();
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client().prepareIndex("test").setId("VnVkC").setSource("{\"detector_id\":\"VqbXro0B0N8KJjAbG28Y\",\"schema_version\":0,\"data_start_time\":5,\"data_end_time\":5,\"feature_data\":[{\"feature_id\":\"IqHwm\",\"feature_name\":\"LCnRh\",\"data\":0.8929177514663842},{\"feature_id\":\"IcaxA\",\"feature_name\":\"HLuxV\",\"data\":0.8975549333747292}],\"execution_start_time\":5,\"execution_end_time\":5,\"anomaly_score\":0.5,\"anomaly_grade\":0.2,\"confidence\":0.06244189871920458,\"entity\":[{\"name\":\"ip-field\",\"value\":\"5.6.7.8\"},{\"name\":\"keyword-field\",\"value\":\"field-2\"}],\"user\":{\"name\":\"IBhQUsrP\",\"backend_roles\":[\"AeewVXqCYO\"],\"roles\":[\"all_access\"],\"custom_attribute_names\":[\"attribute=test\"],\"user_requested_tenant\":null},\"approx_anomaly_start_time\":1708035355000,\"relevant_attribution\":[{\"feature_id\":\"EptJC\",\"data\":0.6875058309428451},{\"feature_id\":\"IKFpg\",\"data\":0.3419015294070341}],\"past_values\":[{\"feature_id\":\"KnVpN\",\"data\":0.7255993126008243},{\"feature_id\":\"NxgkL\",\"data\":0.6884725049479412}],\"expected_values\":[{\"likelihood\":0.7352436055910023,\"value_list\":[{\"feature_id\":\"Cvddb\",\"data\":0.7457298326060673},{\"feature_id\":\"QhtZU\",\"data\":0.7327525344956058}]}],\"threshold\":6.517648854225251}", MediaTypeRegistry.JSON).get();
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refresh("test");
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}
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public void test() throws Exception {
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createTestIndex();
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indexTestData();
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/**
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* curl "localhost:57523/.opendistro-anomaly-results/_search?pretty" -H 'Content-Type: application/json' -d'
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* quote> {
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* "query": {
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* "bool": {
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* "filter": {
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* "term": {
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* "detector_id": "Ue39ro0BJngQavFLX2Q-"
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* }
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* }
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* }
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* },
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* "aggs": {
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* "multi_buckets": {
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* "composite": {
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* "sources": [{
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* "keyword-field": {
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* "terms": {
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* "script": {
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* "source": "String value = null; if (params == null || params._source == null || params._source.entity == null) { return \"\"; } for (item in params._source.entity) { if (item[\"name\"] == \"keyword-field\") { value = item['value']; break; } } return value;",
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* "lang": "painless"
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* }
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* }
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* }
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* }]
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* },
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* "aggregations": {
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* "max": {
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* "max": {
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* "field": "anomaly_grade"
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* }
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* },
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* "multi_buckets_sort": {
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* "bucket_sort": {
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* "sort": [{
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* "max": {
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* "order": "desc"
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* }
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* }],
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* "size": 10
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* }
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* }
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* }
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* }
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* }
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* }'
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*/
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QueryBuilder query = boolQuery().filter(
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termQuery("detector_id", "VqbXro0B0N8KJjAbG28Y")
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);
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AggregationBuilder agg = AggregationBuilders.composite("multi_buckets",
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Collections.singletonList(new TermsValuesSourceBuilder("keyword-field")
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.script(new Script(ScriptType.INLINE, "painless", "String value = null; if (params == null || params._source == null || params._source.entity == null) { return \"\"; } for (item in params._source.entity) { if (item[\"name\"] == \"keyword-field\") { value = item['value']; break; } } return value;", Collections.emptyMap()))
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)
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).subAggregation(
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AggregationBuilders.max("max").field("anomaly_grade")
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).subAggregation(
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bucketSort("multi_buckets_sort", Collections.singletonList(new FieldSortBuilder("max").order(SortOrder.DESC)))
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.size(10)
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);
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System.out.println(query);
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System.out.println(agg);
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SearchResponse response = client().prepareSearch("test")
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.setQuery(query)
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.addAggregation(agg)
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.get();
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System.out.println(response);
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}
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}

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