| /** |
| * Licensed to the Apache Software Foundation (ASF) under one |
| * or more contributor license agreements. See the NOTICE file |
| * distributed with this work for additional information |
| * regarding copyright ownership. The ASF 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 |
| * <p> |
| * http://www.apache.org/licenses/LICENSE-2.0 |
| * <p> |
| * 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. |
| */ |
| |
| package org.apache.tez.analyzer.plugins; |
| |
| import com.google.common.collect.Lists; |
| import com.google.common.collect.Maps; |
| import org.apache.hadoop.conf.Configuration; |
| import org.apache.hadoop.util.ToolRunner; |
| import org.apache.tez.analyzer.Analyzer; |
| import org.apache.tez.analyzer.CSVResult; |
| import org.apache.tez.analyzer.Result; |
| import org.apache.tez.dag.api.TezException; |
| import org.apache.tez.dag.records.TezTaskAttemptID; |
| import org.apache.tez.history.parser.datamodel.DagInfo; |
| import org.apache.tez.history.parser.datamodel.EdgeInfo; |
| import org.apache.tez.history.parser.datamodel.TaskAttemptInfo; |
| import org.apache.tez.history.parser.datamodel.TaskInfo; |
| import org.apache.tez.history.parser.datamodel.VertexInfo; |
| import org.slf4j.Logger; |
| import org.slf4j.LoggerFactory; |
| |
| import java.util.List; |
| import java.util.Map; |
| |
| /** |
| * <p> |
| * When 1:1 edge is configured, InputReadyVertexManager adds task location affinity |
| * so that the downstream tasks gets a chance to get scheduled on the same node where the |
| * data was generated. This analyzer helps in finding out the tasks which were not |
| * scheduled on the same node as source and ended up doing network downloads. |
| * </p> |
| */ |
| public class OneOnOneEdgeAnalyzer extends TezAnalyzerBase implements Analyzer { |
| |
| private static final Logger LOG = LoggerFactory.getLogger(OneOnOneEdgeAnalyzer.class); |
| |
| private final String[] headers = { "sourceVertex", "downstreamVertex", "srcTaskId", |
| "srcContainerHost", "destContainerHost" }; |
| |
| // DataMovementType::ONE_TO_ONE |
| private static final String ONE_TO_ONE = "ONE_TO_ONE"; |
| private final CSVResult csvResult; |
| |
| public OneOnOneEdgeAnalyzer(Configuration config) { |
| super(config); |
| csvResult = new CSVResult(headers); |
| } |
| |
| @Override |
| public void analyze(DagInfo dagInfo) throws TezException { |
| for (VertexInfo v : dagInfo.getVertices()) { |
| for (EdgeInfo e : v.getOutputEdges()) { |
| if (e.getDataMovementType() != null && e.getDataMovementType().equals(ONE_TO_ONE)) { |
| LOG.info("Src --> Dest : {} --> {}", e.getSourceVertex(), e.getDestinationVertex()); |
| |
| VertexInfo sourceVertex = e.getSourceVertex(); |
| VertexInfo destinationVertex = e.getDestinationVertex(); |
| |
| Map<Integer, String> sourceTaskToContainerMap = |
| getContainerMappingForVertex(sourceVertex); |
| Map<Integer, String> downStreamTaskToContainerMap = |
| getContainerMappingForVertex(destinationVertex); |
| |
| int missedCounter = 0; |
| List<String> result = Lists.newLinkedList(); |
| for (Map.Entry<Integer, String> entry : sourceTaskToContainerMap.entrySet()) { |
| Integer taskId = entry.getKey(); |
| String sourceContainerHost = entry.getValue(); |
| |
| // check on downstream vertex. |
| String downstreamContainerHost = downStreamTaskToContainerMap.get(taskId); |
| if (downstreamContainerHost != null) { |
| if (!sourceContainerHost.equalsIgnoreCase(downstreamContainerHost)) { |
| // downstream task got scheduled on different machine than src |
| LOG.info("TaskID: {}, source: {}, downStream:{}", |
| taskId, sourceContainerHost, downstreamContainerHost); |
| result.add(sourceVertex.getVertexName()); |
| result.add(destinationVertex.getVertexName()); |
| result.add(taskId + ""); |
| result.add(sourceContainerHost); |
| result.add(downstreamContainerHost); |
| csvResult.addRecord(result.toArray(new String[result.size()])); |
| |
| missedCounter++; |
| } |
| } |
| result.clear(); |
| } |
| LOG.info("Total tasks:{}, miss: {}", sourceTaskToContainerMap.size(), missedCounter); |
| } |
| } |
| } |
| } |
| |
| private Map<Integer, String> getContainerMappingForVertex(VertexInfo vertexInfo) { |
| Map<Integer, String> taskToContainerMap = Maps.newHashMap(); |
| for (TaskInfo taskInfo : vertexInfo.getTasks()) { |
| TaskAttemptInfo successfulAttempt = taskInfo.getSuccessfulTaskAttempt(); |
| if (successfulAttempt != null) { |
| TezTaskAttemptID id = TezTaskAttemptID.fromString(successfulAttempt.getTaskAttemptId()); |
| if (id != null) { |
| taskToContainerMap |
| .put(id.getTaskID().getId(), successfulAttempt.getContainer().getHost()); |
| } |
| } |
| } |
| return taskToContainerMap; |
| } |
| |
| @Override |
| public Result getResult() throws TezException { |
| return csvResult; |
| } |
| |
| @Override |
| public String getName() { |
| return "One-to-One edge analyzer"; |
| } |
| |
| @Override |
| public String getDescription() { |
| return "To understand the locality miss in 1:1 edge"; |
| } |
| |
| public static void main(String[] args) throws Exception { |
| Configuration conf = new Configuration(); |
| OneOnOneEdgeAnalyzer analyzer = new OneOnOneEdgeAnalyzer(conf); |
| int res = ToolRunner.run(conf, analyzer, args); |
| System.exit(res); |
| } |
| } |
| |