/// <exception cref="System.Exception"/>
protected internal virtual void _testMOWithJavaSerialization(bool withCounters)
{
string input = "a\nb\nc\nd\ne\nc\nd\ne";
Configuration conf = CreateJobConf();
conf.Set("io.serializations", "org.apache.hadoop.io.serializer.JavaSerialization,"
+ "org.apache.hadoop.io.serializer.WritableSerialization");
Job job = MapReduceTestUtil.CreateJob(conf, InDir, OutDir, 2, 1, input);
job.SetJobName("mo");
MultipleOutputs.AddNamedOutput(job, Text, typeof(TextOutputFormat), typeof(long),
typeof(string));
MultipleOutputs.SetCountersEnabled(job, withCounters);
job.SetSortComparatorClass(typeof(JavaSerializationComparator));
job.SetMapOutputKeyClass(typeof(long));
job.SetMapOutputValueClass(typeof(string));
job.SetOutputKeyClass(typeof(long));
job.SetOutputValueClass(typeof(string));
job.SetMapperClass(typeof(TestMRMultipleOutputs.MOJavaSerDeMap));
job.SetReducerClass(typeof(TestMRMultipleOutputs.MOJavaSerDeReduce));
job.WaitForCompletion(true);
// assert number of named output part files
int namedOutputCount = 0;
int valueBasedOutputCount = 0;
FileSystem fs = OutDir.GetFileSystem(conf);
FileStatus[] statuses = fs.ListStatus(OutDir);
foreach (FileStatus status in statuses)
{
string fileName = status.GetPath().GetName();
if (fileName.Equals("text-m-00000") || fileName.Equals("text-m-00001") || fileName
.Equals("text-r-00000"))
{
namedOutputCount++;
}
else
{
if (fileName.Equals("a-r-00000") || fileName.Equals("b-r-00000") || fileName.Equals
("c-r-00000") || fileName.Equals("d-r-00000") || fileName.Equals("e-r-00000"))
{
valueBasedOutputCount++;
}
}
}
NUnit.Framework.Assert.AreEqual(3, namedOutputCount);
NUnit.Framework.Assert.AreEqual(5, valueBasedOutputCount);
// assert TextOutputFormat files correctness
BufferedReader reader = new BufferedReader(new InputStreamReader(fs.Open(new Path
(FileOutputFormat.GetOutputPath(job), "text-r-00000"))));
int count = 0;
string line = reader.ReadLine();
while (line != null)
{
NUnit.Framework.Assert.IsTrue(line.EndsWith(Text));
line = reader.ReadLine();
count++;
}
reader.Close();
NUnit.Framework.Assert.IsFalse(count == 0);
if (withCounters)
{
CounterGroup counters = job.GetCounters().GetGroup(typeof(MultipleOutputs).FullName
);
NUnit.Framework.Assert.AreEqual(6, counters.Size());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter(Text).GetValue());
NUnit.Framework.Assert.AreEqual(2, counters.FindCounter("a").GetValue());
NUnit.Framework.Assert.AreEqual(2, counters.FindCounter("b").GetValue());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter("c").GetValue());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter("d").GetValue());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter("e").GetValue());
}
}
/// <exception cref="System.Exception"/>
protected internal virtual void _testMultipleOutputs(bool withCounters)
{
string input = "a\nb\nc\nd\ne\nc\nd\ne";
Configuration conf = CreateJobConf();
Job job = MapReduceTestUtil.CreateJob(conf, InDir, OutDir, 2, 1, input);
job.SetJobName("mo");
MultipleOutputs.AddNamedOutput(job, Text, typeof(TextOutputFormat), typeof(LongWritable
), typeof(Text));
MultipleOutputs.AddNamedOutput(job, Sequence, typeof(SequenceFileOutputFormat), typeof(
IntWritable), typeof(Text));
MultipleOutputs.SetCountersEnabled(job, withCounters);
job.SetMapperClass(typeof(TestMRMultipleOutputs.MOMap));
job.SetReducerClass(typeof(TestMRMultipleOutputs.MOReduce));
job.WaitForCompletion(true);
// assert number of named output part files
int namedOutputCount = 0;
int valueBasedOutputCount = 0;
FileSystem fs = OutDir.GetFileSystem(conf);
FileStatus[] statuses = fs.ListStatus(OutDir);
foreach (FileStatus status in statuses)
{
string fileName = status.GetPath().GetName();
if (fileName.Equals("text-m-00000") || fileName.Equals("text-m-00001") || fileName
.Equals("text-r-00000") || fileName.Equals("sequence_A-m-00000") || fileName.Equals
("sequence_A-m-00001") || fileName.Equals("sequence_B-m-00000") || fileName.Equals
("sequence_B-m-00001") || fileName.Equals("sequence_B-r-00000") || fileName.Equals
("sequence_C-r-00000"))
{
namedOutputCount++;
}
else
{
if (fileName.Equals("a-r-00000") || fileName.Equals("b-r-00000") || fileName.Equals
("c-r-00000") || fileName.Equals("d-r-00000") || fileName.Equals("e-r-00000"))
{
valueBasedOutputCount++;
}
}
}
NUnit.Framework.Assert.AreEqual(9, namedOutputCount);
NUnit.Framework.Assert.AreEqual(5, valueBasedOutputCount);
// assert TextOutputFormat files correctness
BufferedReader reader = new BufferedReader(new InputStreamReader(fs.Open(new Path
(FileOutputFormat.GetOutputPath(job), "text-r-00000"))));
int count = 0;
string line = reader.ReadLine();
while (line != null)
{
NUnit.Framework.Assert.IsTrue(line.EndsWith(Text));
line = reader.ReadLine();
count++;
}
reader.Close();
NUnit.Framework.Assert.IsFalse(count == 0);
// assert SequenceOutputFormat files correctness
SequenceFile.Reader seqReader = new SequenceFile.Reader(fs, new Path(FileOutputFormat
.GetOutputPath(job), "sequence_B-r-00000"), conf);
NUnit.Framework.Assert.AreEqual(typeof(IntWritable), seqReader.GetKeyClass());
NUnit.Framework.Assert.AreEqual(typeof(Text), seqReader.GetValueClass());
count = 0;
IntWritable key = new IntWritable();
Text value = new Text();
while (seqReader.Next(key, value))
{
NUnit.Framework.Assert.AreEqual(Sequence, value.ToString());
count++;
}
seqReader.Close();
NUnit.Framework.Assert.IsFalse(count == 0);
if (withCounters)
{
CounterGroup counters = job.GetCounters().GetGroup(typeof(MultipleOutputs).FullName
);
NUnit.Framework.Assert.AreEqual(9, counters.Size());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter(Text).GetValue());
NUnit.Framework.Assert.AreEqual(2, counters.FindCounter(Sequence + "_A").GetValue
());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter(Sequence + "_B").GetValue
());
NUnit.Framework.Assert.AreEqual(2, counters.FindCounter(Sequence + "_C").GetValue
());
NUnit.Framework.Assert.AreEqual(2, counters.FindCounter("a").GetValue());
NUnit.Framework.Assert.AreEqual(2, counters.FindCounter("b").GetValue());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter("c").GetValue());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter("d").GetValue());
NUnit.Framework.Assert.AreEqual(4, counters.FindCounter("e").GetValue());
}
}