InputSampler (Hadoop 1.2.1 API)
Date: 2013-07-22

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## org.apache.hadoop.mapred.lib
Class InputSampler<K,V>

    java.lang.Object
      org.apache.hadoop.mapred.lib.InputSampler<K,V>

All Implemented Interfaces:
  Configurable, Tool

    public class InputSampler<K,V>

extends Object
implements Tool

Utility for collecting samples and writing a partition file for `TotalOrderPartitioner`.

Nested Class Summary
`static class` | `InputSampler.IntervalSampler<K,V>` Sample from s splits at regular intervals.
`static class` | `InputSampler.RandomSampler<K,V>` Sample from random points in the input.
`static interface` | `InputSampler.Sampler<K,V>` Interface to sample using an `InputFormat`.
`static class` | `InputSampler.SplitSampler<K,V>` Samples the first n records from s splits.

Constructor Summary
`InputSampler(JobConf conf)`

Method Summary
`Configuration` | `getConf()` Return the configuration used by this object.
`static void` | `main(String[] args)`
`int` | `run(String[] args)` Driver for InputSampler from the command line.
`void` | `setConf(Configuration conf)` Set the configuration to be used by this object.
`static
`<K,V> void`
` | `writePartitionFile(JobConf job, InputSampler.Sampler<K,V> sampler)` Write a partition file for the given job, using the Sampler provided.

Methods inherited from class java.lang.Object
`clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

Constructor Detail

### InputSampler

    public InputSampler(JobConf conf)

Method Detail

### getConf

    public Configuration getConf()

  Description copied from interface: `Configurable`
  Return the configuration used by this object.

  Specified by:
    `getConf` in interface `Configurable`

### setConf

    public void setConf(Configuration conf)

  Description copied from interface: `Configurable`
  Set the configuration to be used by this object.

  Specified by:
    `setConf` in interface `Configurable`

### writePartitionFile

    public static <K,V> void writePartitionFile(JobConf job,
                                                InputSampler.Sampler<K,V> sampler)
                                   throws IOException

  Write a partition file for the given job, using the Sampler provided. Queries the sampler for a sample keyset, sorts by the output key comparator, selects the keys for each rank, and writes to the destination returned from `TotalOrderPartitioner.getPartitionFile(org.apache.hadoop.mapred.JobConf)`.

  Throws:
    `IOException`

### run

    public int run(String[] args)
            throws Exception

  Driver for InputSampler from the command line. Configures a JobConf instance and calls `writePartitionFile(org.apache.hadoop.mapred.JobConf, org.apache.hadoop.mapred.lib.InputSampler.Sampler)`.

  Specified by:
    `run` in interface `Tool`
  Parameters:
    `args` - command specific arguments.
  Returns:
    exit code.
  Throws:
    `Exception`

### main

    public static void main(String[] args)
                     throws Exception

  Throws:
    `Exception`

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