Top N Queries by latency implementation (opensearch-project#11904)

* Top N Queries by latency implementation * Increase JavaDoc coverage and update PR based comments * Refactor record and service to make them generic * refactor service for improving multithreading efficiency * rebase from master to pick up query insights plugin changes --------- Signed-off-by: Chenyang Ji <[email protected]>
peternied · Feb 6, 2024 · 554cbf7 · 554cbf7
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diff --git a/CHANGELOG.md b/CHANGELOG.md
@@ -224,6 +224,7 @@ The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 - Workaround for https://bugs.openjdk.org/browse/JDK-8323659 regression, introduced in JDK-21.0.2 ([#11968](https://github.com/opensearch-project/OpenSearch/pull/11968))
 - Updates IpField to be searchable when only `doc_values` are enabled ([#11508](https://github.com/opensearch-project/OpenSearch/pull/11508))
 - [Query Insights] Query Insights Framework which currently supports retrieving the most time-consuming queries within the last configured time window ([#11903](https://github.com/opensearch-project/OpenSearch/pull/11903))
+- [Query Insights] Implement Top N Queries feature to collect and gather information about high latency queries in a window ([#11904](https://github.com/opensearch-project/OpenSearch/pull/11904))
 
 ### Deprecated
 

diff --git a/...ternalClusterTest/java/org/opensearch/plugin/insights/QueryInsightsPluginTransportIT.java b/...ternalClusterTest/java/org/opensearch/plugin/insights/QueryInsightsPluginTransportIT.java
@@ -0,0 +1,274 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * The OpenSearch Contributors require contributions made to
+ * this file be licensed under the Apache-2.0 license or a
+ * compatible open source license.
+ */
+
+package org.opensearch.plugin.insights;
+
+import org.opensearch.action.admin.cluster.health.ClusterHealthResponse;
+import org.opensearch.action.admin.cluster.node.info.NodeInfo;
+import org.opensearch.action.admin.cluster.node.info.NodesInfoRequest;
+import org.opensearch.action.admin.cluster.node.info.NodesInfoResponse;
+import org.opensearch.action.admin.cluster.node.info.PluginsAndModules;
+import org.opensearch.action.admin.cluster.settings.ClusterUpdateSettingsRequest;
+import org.opensearch.action.index.IndexResponse;
+import org.opensearch.action.search.SearchResponse;
+import org.opensearch.common.settings.Settings;
+import org.opensearch.index.query.QueryBuilders;
+import org.opensearch.plugin.insights.rules.action.top_queries.TopQueriesAction;
+import org.opensearch.plugin.insights.rules.action.top_queries.TopQueriesRequest;
+import org.opensearch.plugin.insights.rules.action.top_queries.TopQueriesResponse;
+import org.opensearch.plugin.insights.rules.model.MetricType;
+import org.opensearch.plugins.Plugin;
+import org.opensearch.plugins.PluginInfo;
+import org.opensearch.test.OpenSearchIntegTestCase;
+import org.junit.Assert;
+
+import java.util.Arrays;
+import java.util.Collection;
+import java.util.List;
+import java.util.concurrent.ExecutionException;
+import java.util.function.Function;
+import java.util.stream.Collectors;
+import java.util.stream.Stream;
+
+import static org.opensearch.plugin.insights.settings.QueryInsightsSettings.TOP_N_LATENCY_QUERIES_ENABLED;
+import static org.opensearch.plugin.insights.settings.QueryInsightsSettings.TOP_N_LATENCY_QUERIES_SIZE;
+import static org.opensearch.plugin.insights.settings.QueryInsightsSettings.TOP_N_LATENCY_QUERIES_WINDOW_SIZE;
+import static org.opensearch.test.hamcrest.OpenSearchAssertions.assertAcked;
+
+/**
+ * Transport Action tests for Query Insights Plugin
+ */
+
+@OpenSearchIntegTestCase.ClusterScope(numDataNodes = 0, scope = OpenSearchIntegTestCase.Scope.TEST)
+public class QueryInsightsPluginTransportIT extends OpenSearchIntegTestCase {
+
+    private final int TOTAL_NUMBER_OF_NODES = 2;
+    private final int TOTAL_SEARCH_REQUESTS = 5;
+
+    @Override
+    protected Collection<Class<? extends Plugin>> nodePlugins() {
+        return Arrays.asList(QueryInsightsPlugin.class);
+    }
+
+    /**
+     * Test Query Insights Plugin is installed
+     */
+    public void testQueryInsightPluginInstalled() {
+        NodesInfoRequest nodesInfoRequest = new NodesInfoRequest();
+        nodesInfoRequest.addMetric(NodesInfoRequest.Metric.PLUGINS.metricName());
+        NodesInfoResponse nodesInfoResponse = OpenSearchIntegTestCase.client().admin().cluster().nodesInfo(nodesInfoRequest).actionGet();
+        List<PluginInfo> pluginInfos = nodesInfoResponse.getNodes()
+            .stream()
+            .flatMap(
+                (Function<NodeInfo, Stream<PluginInfo>>) nodeInfo -> nodeInfo.getInfo(PluginsAndModules.class).getPluginInfos().stream()
+            )
+            .collect(Collectors.toList());
+        Assert.assertTrue(
+            pluginInfos.stream().anyMatch(pluginInfo -> pluginInfo.getName().equals("org.opensearch.plugin.insights.QueryInsightsPlugin"))
+        );
+    }
+
+    /**
+     * Test get top queries when feature disabled
+     */
+    public void testGetTopQueriesWhenFeatureDisabled() {
+        TopQueriesRequest request = new TopQueriesRequest(MetricType.LATENCY);
+        TopQueriesResponse response = OpenSearchIntegTestCase.client().execute(TopQueriesAction.INSTANCE, request).actionGet();
+        Assert.assertNotEquals(0, response.failures().size());
+        Assert.assertEquals(
+            "Cannot get top n queries for [latency] when it is not enabled.",
+            response.failures().get(0).getCause().getCause().getMessage()
+        );
+    }
+
+    /**
+     * Test update top query record when feature enabled
+     */
+    public void testUpdateRecordWhenFeatureDisabledThenEnabled() throws ExecutionException, InterruptedException {
+        Settings commonSettings = Settings.builder().put(TOP_N_LATENCY_QUERIES_ENABLED.getKey(), "false").build();
+
+        logger.info("--> starting nodes for query insight testing");
+        List<String> nodes = internalCluster().startNodes(TOTAL_NUMBER_OF_NODES, Settings.builder().put(commonSettings).build());
+
+        logger.info("--> waiting for nodes to form a cluster");
+        ClusterHealthResponse health = client().admin().cluster().prepareHealth().setWaitForNodes("2").execute().actionGet();
+        assertFalse(health.isTimedOut());
+
+        assertAcked(
+            prepareCreate("test").setSettings(Settings.builder().put("index.number_of_shards", 2).put("index.number_of_replicas", 2))
+        );
+        ensureStableCluster(2);
+        logger.info("--> creating indices for query insight testing");
+        for (int i = 0; i < 5; i++) {
+            IndexResponse response = client().prepareIndex("test_" + i).setId("" + i).setSource("field_" + i, "value_" + i).get();
+            assertEquals("CREATED", response.status().toString());
+        }
+        // making search requests to get top queries
+        for (int i = 0; i < TOTAL_SEARCH_REQUESTS; i++) {
+            SearchResponse searchResponse = internalCluster().client(randomFrom(nodes))
+                .prepareSearch()
+                .setQuery(QueryBuilders.matchAllQuery())
+                .get();
+            assertEquals(searchResponse.getFailedShards(), 0);
+        }
+
+        TopQueriesRequest request = new TopQueriesRequest(MetricType.LATENCY);
+        TopQueriesResponse response = OpenSearchIntegTestCase.client().execute(TopQueriesAction.INSTANCE, request).actionGet();
+        Assert.assertNotEquals(0, response.failures().size());
+        Assert.assertEquals(
+            "Cannot get top n queries for [latency] when it is not enabled.",
+            response.failures().get(0).getCause().getCause().getMessage()
+        );
+
+        ClusterUpdateSettingsRequest updateSettingsRequest = new ClusterUpdateSettingsRequest().persistentSettings(
+            Settings.builder().put(TOP_N_LATENCY_QUERIES_ENABLED.getKey(), "true").build()
+        );
+        assertAcked(internalCluster().client().admin().cluster().updateSettings(updateSettingsRequest).get());
+        TopQueriesRequest request2 = new TopQueriesRequest(MetricType.LATENCY);
+        TopQueriesResponse response2 = OpenSearchIntegTestCase.client().execute(TopQueriesAction.INSTANCE, request2).actionGet();
+        Assert.assertEquals(0, response2.failures().size());
+        Assert.assertEquals(TOTAL_NUMBER_OF_NODES, response2.getNodes().size());
+        for (int i = 0; i < TOTAL_NUMBER_OF_NODES; i++) {
+            Assert.assertEquals(0, response2.getNodes().get(i).getTopQueriesRecord().size());
+        }
+
+        internalCluster().stopAllNodes();
+    }
+
+    /**
+     * Test get top queries when feature enabled
+     */
+    public void testGetTopQueriesWhenFeatureEnabled() throws InterruptedException {
+        Settings commonSettings = Settings.builder()
+            .put(TOP_N_LATENCY_QUERIES_ENABLED.getKey(), "true")
+            .put(TOP_N_LATENCY_QUERIES_SIZE.getKey(), "100")
+            .put(TOP_N_LATENCY_QUERIES_WINDOW_SIZE.getKey(), "600s")
+            .build();
+
+        logger.info("--> starting nodes for query insight testing");
+        List<String> nodes = internalCluster().startNodes(TOTAL_NUMBER_OF_NODES, Settings.builder().put(commonSettings).build());
+
+        logger.info("--> waiting for nodes to form a cluster");
+        ClusterHealthResponse health = client().admin().cluster().prepareHealth().setWaitForNodes("2").execute().actionGet();
+        assertFalse(health.isTimedOut());
+
+        assertAcked(
+            prepareCreate("test").setSettings(Settings.builder().put("index.number_of_shards", 2).put("index.number_of_replicas", 2))
+        );
+        ensureStableCluster(2);
+        logger.info("--> creating indices for query insight testing");
+        for (int i = 0; i < 5; i++) {
+            IndexResponse response = client().prepareIndex("test_" + i).setId("" + i).setSource("field_" + i, "value_" + i).get();
+            assertEquals("CREATED", response.status().toString());
+        }
+        // making search requests to get top queries
+        for (int i = 0; i < TOTAL_SEARCH_REQUESTS; i++) {
+            SearchResponse searchResponse = internalCluster().client(randomFrom(nodes))
+                .prepareSearch()
+                .setQuery(QueryBuilders.matchAllQuery())
+                .get();
+            assertEquals(searchResponse.getFailedShards(), 0);
+        }
+        // Sleep to wait for queue drained to top queries store
+        Thread.sleep(6000);
+        TopQueriesRequest request = new TopQueriesRequest(MetricType.LATENCY);
+        TopQueriesResponse response = OpenSearchIntegTestCase.client().execute(TopQueriesAction.INSTANCE, request).actionGet();
+        Assert.assertEquals(0, response.failures().size());
+        Assert.assertEquals(TOTAL_NUMBER_OF_NODES, response.getNodes().size());
+        Assert.assertEquals(TOTAL_SEARCH_REQUESTS, response.getNodes().stream().mapToInt(o -> o.getTopQueriesRecord().size()).sum());
+
+        internalCluster().stopAllNodes();
+    }
+
+    /**
+     * Test get top queries with small top n size
+     */
+    public void testGetTopQueriesWithSmallTopN() throws InterruptedException {
+        Settings commonSettings = Settings.builder()
+            .put(TOP_N_LATENCY_QUERIES_ENABLED.getKey(), "true")
+            .put(TOP_N_LATENCY_QUERIES_SIZE.getKey(), "1")
+            .put(TOP_N_LATENCY_QUERIES_WINDOW_SIZE.getKey(), "600s")
+            .build();
+
+        logger.info("--> starting nodes for query insight testing");
+        List<String> nodes = internalCluster().startNodes(TOTAL_NUMBER_OF_NODES, Settings.builder().put(commonSettings).build());
+
+        logger.info("--> waiting for nodes to form a cluster");
+        ClusterHealthResponse health = client().admin().cluster().prepareHealth().setWaitForNodes("2").execute().actionGet();
+        assertFalse(health.isTimedOut());
+
+        assertAcked(
+            prepareCreate("test").setSettings(Settings.builder().put("index.number_of_shards", 2).put("index.number_of_replicas", 2))
+        );
+        ensureStableCluster(2);
+        logger.info("--> creating indices for query insight testing");
+        for (int i = 0; i < 5; i++) {
+            IndexResponse response = client().prepareIndex("test_" + i).setId("" + i).setSource("field_" + i, "value_" + i).get();
+            assertEquals("CREATED", response.status().toString());
+        }
+        // making search requests to get top queries
+        for (int i = 0; i < TOTAL_SEARCH_REQUESTS; i++) {
+            SearchResponse searchResponse = internalCluster().client(randomFrom(nodes))
+                .prepareSearch()
+                .setQuery(QueryBuilders.matchAllQuery())
+                .get();
+            assertEquals(searchResponse.getFailedShards(), 0);
+        }
+        Thread.sleep(6000);
+        TopQueriesRequest request = new TopQueriesRequest(MetricType.LATENCY);
+        TopQueriesResponse response = OpenSearchIntegTestCase.client().execute(TopQueriesAction.INSTANCE, request).actionGet();
+        Assert.assertEquals(0, response.failures().size());
+        Assert.assertEquals(TOTAL_NUMBER_OF_NODES, response.getNodes().size());
+        Assert.assertEquals(2, response.getNodes().stream().mapToInt(o -> o.getTopQueriesRecord().size()).sum());
+
+        internalCluster().stopAllNodes();
+    }
+
+    /**
+     * Test get top queries with small window size
+     */
+    public void testGetTopQueriesWithSmallWindowSize() throws InterruptedException {
+        Settings commonSettings = Settings.builder()
+            .put(TOP_N_LATENCY_QUERIES_ENABLED.getKey(), "true")
+            .put(TOP_N_LATENCY_QUERIES_SIZE.getKey(), "100")
+            .put(TOP_N_LATENCY_QUERIES_WINDOW_SIZE.getKey(), "1m")
+            .build();
+
+        logger.info("--> starting nodes for query insight testing");
+        List<String> nodes = internalCluster().startNodes(TOTAL_NUMBER_OF_NODES, Settings.builder().put(commonSettings).build());
+
+        logger.info("--> waiting for nodes to form a cluster");
+        ClusterHealthResponse health = client().admin().cluster().prepareHealth().setWaitForNodes("2").execute().actionGet();
+        assertFalse(health.isTimedOut());
+
+        assertAcked(
+            prepareCreate("test").setSettings(Settings.builder().put("index.number_of_shards", 2).put("index.number_of_replicas", 2))
+        );
+        ensureStableCluster(2);
+        logger.info("--> creating indices for query insight testing");
+        for (int i = 0; i < 5; i++) {
+            IndexResponse response = client().prepareIndex("test_" + i).setId("" + i).setSource("field_" + i, "value_" + i).get();
+            assertEquals("CREATED", response.status().toString());
+        }
+        // making search requests to get top queries
+        for (int i = 0; i < TOTAL_SEARCH_REQUESTS; i++) {
+            SearchResponse searchResponse = internalCluster().client(randomFrom(nodes))
+                .prepareSearch()
+                .setQuery(QueryBuilders.matchAllQuery())
+                .get();
+            assertEquals(searchResponse.getFailedShards(), 0);
+        }
+
+        TopQueriesRequest request = new TopQueriesRequest(MetricType.LATENCY);
+        TopQueriesResponse response = OpenSearchIntegTestCase.client().execute(TopQueriesAction.INSTANCE, request).actionGet();
+        Assert.assertEquals(0, response.failures().size());
+        Assert.assertEquals(TOTAL_NUMBER_OF_NODES, response.getNodes().size());
+        Thread.sleep(6000);
+        internalCluster().stopAllNodes();
+    }
+}
diff --git a/...query-insights/src/javaRestTest/java/org/opensearch/plugin/insights/TopQueriesRestIT.java b/...query-insights/src/javaRestTest/java/org/opensearch/plugin/insights/TopQueriesRestIT.java
@@ -0,0 +1,107 @@
+/*
+ * SPDX-License-Identifier: Apache-2.0
+ *
+ * The OpenSearch Contributors require contributions made to
+ * this file be licensed under the Apache-2.0 license or a
+ * compatible open source license.
+ */
+
+package org.opensearch.plugin.insights;
+
+import org.opensearch.client.Request;
+import org.opensearch.client.Response;
+import org.opensearch.common.xcontent.LoggingDeprecationHandler;
+import org.opensearch.common.xcontent.json.JsonXContent;
+import org.opensearch.core.xcontent.NamedXContentRegistry;
+import org.opensearch.test.rest.OpenSearchRestTestCase;
+import org.junit.Assert;
+
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.util.List;
+import java.util.Map;
+
+/**
+ * Rest Action tests for Query Insights
+ */
+public class TopQueriesRestIT extends OpenSearchRestTestCase {
+
+    /**
+     * test Query Insights is installed
+     * @throws IOException IOException
+     */
+    @SuppressWarnings("unchecked")
+    public void testQueryInsightsPluginInstalled() throws IOException {
+        Request request = new Request("GET", "/_cat/plugins?s=component&h=name,component,version,description&format=json");
+        Response response = client().performRequest(request);
+        List<Object> pluginsList = JsonXContent.jsonXContent.createParser(
+            NamedXContentRegistry.EMPTY,
+            LoggingDeprecationHandler.INSTANCE,
+            response.getEntity().getContent()
+        ).list();
+        Assert.assertTrue(
+            pluginsList.stream().map(o -> (Map<String, Object>) o).anyMatch(plugin -> plugin.get("component").equals("query-insights"))
+        );
+    }
+
+    /**
+     * test enabling top queries
+     * @throws IOException IOException
+     */
+    public void testTopQueriesResponses() throws IOException {
+        // Enable Top N Queries feature
+        Request request = new Request("PUT", "/_cluster/settings");
+        request.setJsonEntity(defaultTopQueriesSettings());
+        Response response = client().performRequest(request);
+
+        Assert.assertEquals(200, response.getStatusLine().getStatusCode());
+
+        // Create documents for search
+        request = new Request("POST", "/my-index-0/_doc");
+        request.setJsonEntity(createDocumentsBody());
+        response = client().performRequest(request);
+
+        Assert.assertEquals(201, response.getStatusLine().getStatusCode());
+
+        // Do Search
+        request = new Request("GET", "/my-index-0/_search?size=20&pretty");
+        request.setJsonEntity(searchBody());
+        response = client().performRequest(request);
+        Assert.assertEquals(200, response.getStatusLine().getStatusCode());
+        response = client().performRequest(request);
+        Assert.assertEquals(200, response.getStatusLine().getStatusCode());
+
+        // Get Top Queries
+        request = new Request("GET", "/_insights/top_queries?pretty");
+        response = client().performRequest(request);
+
+        Assert.assertEquals(200, response.getStatusLine().getStatusCode());
+        String top_requests = new String(response.getEntity().getContent().readAllBytes(), StandardCharsets.UTF_8);
+        Assert.assertTrue(top_requests.contains("top_queries"));
+        Assert.assertEquals(2, top_requests.split("searchType", -1).length - 1);
+    }
+
+    private String defaultTopQueriesSettings() {
+        return "{\n"
+            + "    \"persistent\" : {\n"
+            + "        \"search.top_n_queries.latency.enabled\" : \"true\",\n"
+            + "        \"search.top_n_queries.latency.window_size\" : \"600s\",\n"
+            + "        \"search.top_n_queries.latency.top_n_size\" : 5\n"
+            + "    }\n"
+            + "}";
+    }
+
+    private String createDocumentsBody() {
+        return "{\n"
+            + "  \"@timestamp\": \"2099-11-15T13:12:00\",\n"
+            + "  \"message\": \"this is document 1\",\n"
+            + "  \"user\": {\n"
+            + "    \"id\": \"cyji\"\n"
+            + "  }\n"
+            + "}";
+    }
+
+    private String searchBody() {
+        return "{}";
+    }
+}