TestCollect.java
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上传日期:2018-01-08
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- /**
- * 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
- *
- * 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.
- */
- package org.apache.hadoop.mapred;
- import org.apache.hadoop.fs.*;
- import org.apache.hadoop.io.*;
- import org.apache.hadoop.mapred.UtilsForTests.RandomInputFormat;
- import junit.framework.TestCase;
- import java.io.*;
- import java.util.*;
- /**
- * TestCollect checks if the collect can handle simultaneous invocations.
- */
- public class TestCollect extends TestCase
- {
- final static Path OUTPUT_DIR = new Path("build/test/test.collect.output");
- static final int NUM_FEEDERS = 10;
- static final int NUM_COLLECTS_PER_THREAD = 1000;
-
- /**
- * Map is a Mapper that spawns threads which simultaneously call collect.
- * Each thread has a specific range to write to the buffer and is unique to
- * the thread. This is a synchronization test for the map's collect.
- */
-
- static class Map
- implements Mapper<Text, Text, IntWritable, IntWritable> {
-
- public void configure(JobConf job) {
- }
-
- public void map(Text key, Text val,
- final OutputCollector<IntWritable, IntWritable> out,
- Reporter reporter) throws IOException {
- // Class for calling collect in separate threads
- class CollectFeeder extends Thread {
- int id; // id for the thread
-
- public CollectFeeder(int id) {
- this.id = id;
- }
-
- public void run() {
- for (int j = 1; j <= NUM_COLLECTS_PER_THREAD; j++) {
- try {
- out.collect(new IntWritable((id * NUM_COLLECTS_PER_THREAD) + j),
- new IntWritable(0));
- } catch (IOException ioe) { }
- }
- }
- }
-
- CollectFeeder [] feeders = new CollectFeeder[NUM_FEEDERS];
-
- // start the feeders
- for (int i = 0; i < NUM_FEEDERS; i++) {
- feeders[i] = new CollectFeeder(i);
- feeders[i].start();
- }
- // wait for them to finish
- for (int i = 0; i < NUM_FEEDERS; i++) {
- try {
- feeders[i].join();
- } catch (InterruptedException ie) {
- throw new IOException(ie.toString());
- }
- }
- }
-
- public void close() {
- }
- }
-
- static class Reduce
- implements Reducer<IntWritable, IntWritable, IntWritable, IntWritable> {
-
- static int numSeen;
- static int actualSum;
- public void configure(JobConf job) { }
- public void reduce(IntWritable key, Iterator<IntWritable> val,
- OutputCollector<IntWritable, IntWritable> out,
- Reporter reporter) throws IOException {
- actualSum += key.get(); // keep the running count of the seen values
- numSeen++; // number of values seen so far
-
- // using '1+2+3+...n = n*(n+1)/2' to validate
- int expectedSum = numSeen * (numSeen + 1) / 2;
- if (expectedSum != actualSum) {
- throw new IOException("Collect test failed!! Ordering mismatch.");
- }
- }
- public void close() { }
- }
-
- public void configure(JobConf conf) throws IOException {
- conf.setJobName("TestCollect");
- conf.setJarByClass(TestCollect.class);
-
- conf.setInputFormat(RandomInputFormat.class); // for self data generation
- conf.setOutputKeyClass(IntWritable.class);
- conf.setOutputValueClass(IntWritable.class);
- FileOutputFormat.setOutputPath(conf, OUTPUT_DIR);
-
- conf.setMapperClass(Map.class);
- conf.setReducerClass(Reduce.class);
- conf.setNumMapTasks(1);
- conf.setNumReduceTasks(1);
- }
-
- public void testCollect() throws IOException {
- JobConf conf = new JobConf();
- configure(conf);
- try {
- JobClient.runJob(conf);
- // check if all the values were seen by the reducer
- if (Reduce.numSeen != (NUM_COLLECTS_PER_THREAD * NUM_FEEDERS)) {
- throw new IOException("Collect test failed!! Total does not match.");
- }
- } catch (IOException ioe) {
- throw ioe;
- } finally {
- FileSystem fs = FileSystem.get(conf);
- fs.delete(OUTPUT_DIR, true);
- }
- }
-
- public static void main(String[] args) throws IOException {
- new TestCollect().testCollect();
- }
- }