/// <exception cref="System.IO.IOException"/>
public virtual void TestAddInputPathWithMapper()
{
Job conf = Job.GetInstance();
MultipleInputs.AddInputPath(conf, new Path("/foo"), typeof(TextInputFormat), typeof(
TestMultipleInputs.MapClass));
MultipleInputs.AddInputPath(conf, new Path("/bar"), typeof(KeyValueTextInputFormat
), typeof(TestMultipleInputs.KeyValueMapClass));
IDictionary <Path, InputFormat> inputs = MultipleInputs.GetInputFormatMap(conf);
IDictionary <Path, Type> maps = MultipleInputs.GetMapperTypeMap(conf);
NUnit.Framework.Assert.AreEqual(typeof(TextInputFormat), inputs[new Path("/foo")]
.GetType());
NUnit.Framework.Assert.AreEqual(typeof(KeyValueTextInputFormat), inputs[new Path(
"/bar")].GetType());
NUnit.Framework.Assert.AreEqual(typeof(TestMultipleInputs.MapClass), maps[new Path
("/foo")]);
NUnit.Framework.Assert.AreEqual(typeof(TestMultipleInputs.KeyValueMapClass), maps
[new Path("/bar")]);
}
/// <exception cref="System.IO.IOException"/>
/// <exception cref="System.Exception"/>
public override IList <InputSplit> GetSplits(JobContext job)
{
Configuration conf = job.GetConfiguration();
Job jobCopy = Job.GetInstance(conf);
IList <InputSplit> splits = new AList <InputSplit>();
IDictionary <Path, InputFormat> formatMap = MultipleInputs.GetInputFormatMap(job);
IDictionary <Path, Type> mapperMap = MultipleInputs.GetMapperTypeMap(job);
IDictionary <Type, IList <Path> > formatPaths = new Dictionary <Type, IList <Path> >();
// First, build a map of InputFormats to Paths
foreach (KeyValuePair <Path, InputFormat> entry in formatMap)
{
if (!formatPaths.Contains(entry.Value.GetType()))
{
formatPaths[entry.Value.GetType()] = new List <Path>();
}
formatPaths[entry.Value.GetType()].AddItem(entry.Key);
}
foreach (KeyValuePair <Type, IList <Path> > formatEntry in formatPaths)
{
Type formatClass = formatEntry.Key;
InputFormat format = (InputFormat)ReflectionUtils.NewInstance(formatClass, conf);
IList <Path> paths = formatEntry.Value;
IDictionary <Type, IList <Path> > mapperPaths = new Dictionary <Type, IList <Path> >();
// Now, for each set of paths that have a common InputFormat, build
// a map of Mappers to the paths they're used for
foreach (Path path in paths)
{
Type mapperClass = mapperMap[path];
if (!mapperPaths.Contains(mapperClass))
{
mapperPaths[mapperClass] = new List <Path>();
}
mapperPaths[mapperClass].AddItem(path);
}
// Now each set of paths that has a common InputFormat and Mapper can
// be added to the same job, and split together.
foreach (KeyValuePair <Type, IList <Path> > mapEntry in mapperPaths)
{
paths = mapEntry.Value;
Type mapperClass = mapEntry.Key;
if (mapperClass == null)
{
try
{
mapperClass = job.GetMapperClass();
}
catch (TypeLoadException e)
{
throw new IOException("Mapper class is not found", e);
}
}
FileInputFormat.SetInputPaths(jobCopy, Sharpen.Collections.ToArray(paths, new Path
[paths.Count]));
// Get splits for each input path and tag with InputFormat
// and Mapper types by wrapping in a TaggedInputSplit.
IList <InputSplit> pathSplits = format.GetSplits(jobCopy);
foreach (InputSplit pathSplit in pathSplits)
{
splits.AddItem(new TaggedInputSplit(pathSplit, conf, format.GetType(), mapperClass
));
}
}
}
return(splits);
}