lang/java/mapred/src/test/java/org/apache/avro/mapred/TestAvroMultipleOutputs.java

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 * 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
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 * 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.
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package org.apache.avro.mapred;

import java.io.IOException;
import java.util.StringTokenizer;

import junit.framework.Assert;

import org.apache.hadoop.fs.FileStatus;
import org.apache.hadoop.fs.FileSystem;
import org.apache.hadoop.fs.Path;
import org.apache.hadoop.io.NullWritable;
import org.apache.hadoop.mapred.FileSplit;
import org.apache.hadoop.mapred.JobClient;
import org.apache.hadoop.mapred.JobConf;
import org.apache.hadoop.mapred.FileInputFormat;
import org.apache.hadoop.mapred.FileOutputFormat;
import org.apache.hadoop.mapred.Reporter;
import java.io.OutputStreamWriter;
import java.io.PrintWriter;
import java.io.UnsupportedEncodingException;
import java.util.Locale;

import org.apache.hadoop.io.Text;
import org.apache.avro.Schema;
import org.apache.avro.util.Utf8;
import org.junit.Test;

public class TestAvroMultipleOutputs {

  private static final String UTF8 = "UTF-8";

  public static class MapImpl extends AvroMapper<Utf8, Pair<Utf8, Long>> {
    private AvroMultipleOutputs amos;

    public void configure(JobConf Job) {
      this.amos = new AvroMultipleOutputs(Job);
    }

    @Override
      public void map(Utf8 text, AvroCollector<Pair<Utf8,Long>> collector,
                      Reporter reporter) throws IOException {
      StringTokenizer tokens = new StringTokenizer(text.toString());
      while (tokens.hasMoreTokens()) {
        String tok = tokens.nextToken();
        collector.collect(new Pair<Utf8,Long>(new Utf8(tok),1L));
        amos.getCollector("myavro2",reporter)
          .collect(new Pair<Utf8,Long>(new Utf8(tok),1L).toString());
      }

    }
    public void close() throws IOException {
      amos.close();
    }

  }

  public static class ReduceImpl
    extends AvroReducer<Utf8, Long, Pair<Utf8, Long> > {
    private AvroMultipleOutputs amos;

    public void configure(JobConf Job)
    {
        amos=new AvroMultipleOutputs(Job);
    }

    @Override
    public void reduce(Utf8 word, Iterable<Long> counts,
                       AvroCollector<Pair<Utf8,Long>> collector,
                       Reporter reporter) throws IOException {
      long sum = 0;
      for (long count : counts)
        sum += count;
      Pair<Utf8,Long> outputvalue= new Pair<Utf8,Long>(word,sum);
      amos.getCollector("myavro",reporter).collect(outputvalue);
      amos.collect("myavro1",reporter,outputvalue.toString());
      amos.collect("myavro",reporter,new Pair<Utf8,Long>(new Utf8(""), 0L).getSchema(),outputvalue,"testavrofile");
      amos.collect("myavro",reporter,Schema.create(Schema.Type.STRING),outputvalue.toString(),"testavrofile1");
      collector.collect(new Pair<Utf8,Long>(word, sum));
    }
    public void close() throws IOException
    {
      amos.close();
    }
  }

  @Test public void runTestsInOrder() throws Exception {
    testJob();
    testProjection();
    testProjection_newmethods();
    testProjection_newmethods_1();
    testProjection1();
    testJob_noreducer();
    testProjection_noreducer();
  }

  @SuppressWarnings("deprecation")
  public void testJob() throws Exception {
    JobConf job = new JobConf();

//    private static final String UTF8 = "UTF-8";
    String dir = System.getProperty("test.dir", ".") + "/mapred";
    Path outputPath = new Path(dir + "/out");

    outputPath.getFileSystem(job).delete(outputPath);
    WordCountUtil.writeLinesFile();

    job.setJobName("AvroMultipleOutputs");

    AvroJob.setInputSchema(job, Schema.create(Schema.Type.STRING));
    AvroJob.setOutputSchema(job,
                            new Pair<Utf8,Long>(new Utf8(""), 0L).getSchema());

    AvroJob.setMapperClass(job, MapImpl.class);
    AvroJob.setReducerClass(job, ReduceImpl.class);

    FileInputFormat.setInputPaths(job, new Path(dir + "/in"));
    FileOutputFormat.setOutputPath(job, outputPath);
    FileOutputFormat.setCompressOutput(job, false);
    AvroMultipleOutputs.addNamedOutput(job,"myavro",AvroOutputFormat.class, new Pair<Utf8,Long>(new Utf8(""), 0L).getSchema());
    AvroMultipleOutputs.addNamedOutput(job,"myavro1",AvroOutputFormat.class, Schema.create(Schema.Type.STRING));
    AvroMultipleOutputs.addNamedOutput(job,"myavro2",AvroOutputFormat.class, Schema.create(Schema.Type.STRING));
    WordCountUtil.setMeta(job);


    JobClient.runJob(job);

    WordCountUtil.validateCountsFile();
  }

  @SuppressWarnings("deprecation")
  public void testProjection() throws Exception {
    JobConf job = new JobConf();

    Integer defaultRank = new Integer(-1);

    String jsonSchema =
      "{\"type\":\"record\"," +
      "\"name\":\"org.apache.avro.mapred.Pair\","+
      "\"fields\": [ " +
        "{\"name\":\"rank\", \"type\":\"int\", \"default\": -1}," +
        "{\"name\":\"value\", \"type\":\"long\"}" +
      "]}";

    Schema readerSchema = Schema.parse(jsonSchema);

    AvroJob.setInputSchema(job, readerSchema);

    String dir = System.getProperty("test.dir", ".") + "/mapred";
    Path inputPath = new Path(dir + "/out" + "/myavro-r-00000.avro");
    FileStatus fileStatus = FileSystem.get(job).getFileStatus(inputPath);
    FileSplit fileSplit = new FileSplit(inputPath, 0, fileStatus.getLen(), job);


    AvroRecordReader<Pair<Integer, Long>> recordReader = new AvroRecordReader<Pair<Integer, Long>>(job, fileSplit);

    AvroWrapper<Pair<Integer, Long>> inputPair = new AvroWrapper<Pair<Integer, Long>>(null);
    NullWritable ignore = NullWritable.get();

    long sumOfCounts = 0;
    long numOfCounts = 0;
    while(recordReader.next(inputPair, ignore)) {
      Assert.assertEquals((Integer)inputPair.datum().get(0), defaultRank);
      sumOfCounts += (Long) inputPair.datum().get(1);
      numOfCounts++;
    }

    Assert.assertEquals(numOfCounts, WordCountUtil.COUNTS.size());

    long actualSumOfCounts = 0;
    for(Long count : WordCountUtil.COUNTS.values()) {
      actualSumOfCounts += count;
    }

    Assert.assertEquals(sumOfCounts, actualSumOfCounts);

  }

  @SuppressWarnings("deprecation")
  public void testProjection_newmethods() throws Exception {
    JobConf job = new JobConf();

    Integer defaultRank = new Integer(-1);

    String jsonSchema =
      "{\"type\":\"record\"," +
      "\"name\":\"org.apache.avro.mapred.Pair\","+
      "\"fields\": [ " +
        "{\"name\":\"rank\", \"type\":\"int\", \"default\": -1}," +
        "{\"name\":\"value\", \"type\":\"long\"}" +
      "]}";

    Schema readerSchema = Schema.parse(jsonSchema);

    AvroJob.setInputSchema(job, readerSchema);

    String dir = System.getProperty("test.dir", ".") + "/mapred";
    Path inputPath = new Path(dir + "/out" + "/testavrofile-r-00000.avro");
    FileStatus fileStatus = FileSystem.get(job).getFileStatus(inputPath);
    FileSplit fileSplit = new FileSplit(inputPath, 0, fileStatus.getLen(), job);


    AvroRecordReader<Pair<Integer, Long>> recordReader = new AvroRecordReader<Pair<Integer, Long>>(job, fileSplit);

    AvroWrapper<Pair<Integer, Long>> inputPair = new AvroWrapper<Pair<Integer, Long>>(null);
    NullWritable ignore = NullWritable.get();

    long sumOfCounts = 0;
    long numOfCounts = 0;
    while(recordReader.next(inputPair, ignore)) {
      Assert.assertEquals((Integer)inputPair.datum().get(0), defaultRank);
      sumOfCounts += (Long) inputPair.datum().get(1);
      numOfCounts++;
    }

    Assert.assertEquals(numOfCounts, WordCountUtil.COUNTS.size());

    long actualSumOfCounts = 0;
    for(Long count : WordCountUtil.COUNTS.values()) {
      actualSumOfCounts += count;
    }

    Assert.assertEquals(sumOfCounts, actualSumOfCounts);

  }


  @SuppressWarnings("deprecation")
  // Test for a differnt schema output
  public void testProjection1() throws Exception {
    JobConf job = new JobConf();
    Schema readerSchema = Schema.create(Schema.Type.STRING);
    AvroJob.setInputSchema(job, readerSchema);

    String dir = System.getProperty("test.dir", ".") + "/mapred";
    Path inputPath = new Path(dir + "/out" + "/myavro1-r-00000.avro");
    FileStatus fileStatus = FileSystem.get(job).getFileStatus(inputPath);
    FileSplit fileSplit = new FileSplit(inputPath, 0, fileStatus.getLen(), job);
    AvroWrapper<Utf8> inputPair = new AvroWrapper<Utf8>(null);
    NullWritable ignore = NullWritable.get();
    AvroRecordReader<Utf8> recordReader = new AvroRecordReader<Utf8>(job, fileSplit);
    long sumOfCounts = 0;
    long numOfCounts = 0;
    while(recordReader.next(inputPair, ignore)) {
        sumOfCounts += Long.parseLong(inputPair.datum().toString().split(":")[2].replace("}","").trim());
        numOfCounts++;
    }
    Assert.assertEquals(numOfCounts, WordCountUtil.COUNTS.size());
    long actualSumOfCounts = 0;
    for(Long count : WordCountUtil.COUNTS.values()) {
     actualSumOfCounts += count;
    }
    Assert.assertEquals(sumOfCounts, actualSumOfCounts);
  }

  @SuppressWarnings("deprecation")
  // Test for a differnt schema output
  public void testProjection_newmethods_1() throws Exception {
    JobConf job = new JobConf();
    Schema readerSchema = Schema.create(Schema.Type.STRING);
    AvroJob.setInputSchema(job, readerSchema);

    String dir = System.getProperty("test.dir", ".") + "/mapred";
    Path inputPath = new Path(dir + "/out" + "/testavrofile1-r-00000.avro");
    FileStatus fileStatus = FileSystem.get(job).getFileStatus(inputPath);
    FileSplit fileSplit = new FileSplit(inputPath, 0, fileStatus.getLen(), job);
    AvroWrapper<Utf8> inputPair = new AvroWrapper<Utf8>(null);
    NullWritable ignore = NullWritable.get();
    AvroRecordReader<Utf8> recordReader = new AvroRecordReader<Utf8>(job, fileSplit);
    long sumOfCounts = 0;
    long numOfCounts = 0;
    while(recordReader.next(inputPair, ignore)) {
        sumOfCounts += Long.parseLong(inputPair.datum().toString().split(":")[2].replace("}","").trim());
        numOfCounts++;
    }
    Assert.assertEquals(numOfCounts, WordCountUtil.COUNTS.size());
    long actualSumOfCounts = 0;
    for(Long count : WordCountUtil.COUNTS.values()) {
     actualSumOfCounts += count;
    }
    Assert.assertEquals(sumOfCounts, actualSumOfCounts);
  }

  @SuppressWarnings("deprecation")
  public void testJob_noreducer() throws Exception {
    JobConf job = new JobConf();
    job.setNumReduceTasks(0);
//    private static final String UTF8 = "UTF-8";
    String dir = System.getProperty("test.dir", ".") + "/mapred";
    Path outputPath = new Path(dir + "/out");

    outputPath.getFileSystem(job).delete(outputPath);
    WordCountUtil.writeLinesFile();

    job.setJobName("AvroMultipleOutputs_noreducer");

    AvroJob.setInputSchema(job, Schema.create(Schema.Type.STRING));
    AvroJob.setOutputSchema(job,
                            new Pair<Utf8,Long>(new Utf8(""), 0L).getSchema());

    AvroJob.setMapperClass(job, MapImpl.class);

    FileInputFormat.setInputPaths(job, new Path(dir + "/in"));
    FileOutputFormat.setOutputPath(job, outputPath);
    FileOutputFormat.setCompressOutput(job, false);
    AvroMultipleOutputs.addNamedOutput(job,"myavro2",AvroOutputFormat.class, Schema.create(Schema.Type.STRING));
    JobClient.runJob(job);
  }

  public void testProjection_noreducer() throws Exception {
    JobConf job = new JobConf();
    long onel = 1;
    Schema readerSchema = Schema.create(Schema.Type.STRING);
    AvroJob.setInputSchema(job, readerSchema);
    String dir= System.getProperty("test.dir", ".") + "/mapred";
    Path inputPath = new Path(dir + "/out" + "/myavro2-m-00000.avro");
    FileStatus fileStatus = FileSystem.get(job).getFileStatus(inputPath);
    FileSplit fileSplit = new FileSplit(inputPath, 0, fileStatus.getLen(), job);
    AvroRecordReader<Utf8> recordReader_new = new AvroRecordReader<Utf8>(job, fileSplit);
    AvroWrapper<Utf8> inputPair_new = new AvroWrapper<Utf8>(null);
    NullWritable ignore = NullWritable.get();
    long testl=0;
     while(recordReader_new.next(inputPair_new, ignore)) {
       testl=Long.parseLong(inputPair_new.datum().toString().split(":")[2].replace("}","").trim());
       Assert.assertEquals(onel,testl);
    }
  }
}