Package org.apache.hadoop.mapreduce.lib.fieldsel

Class FieldSelectionMapper<K,V>

java.lang.Object

org.apache.hadoop.mapreduce.Mapper<K,V,Text,Text>

org.apache.hadoop.mapreduce.lib.fieldsel.FieldSelectionMapper<K,V>

@Public
@Stable
public class FieldSelectionMapper<K,V>
extends Mapper<K,V,Text,Text>

This class implements a mapper class that can be used to perform field selections in a manner similar to unix cut. The input data is treated as fields separated by a user specified separator (the default value is "\t"). The user can specify a list of fields that form the map output keys, and a list of fields that form the map output values. If the inputformat is TextInputFormat, the mapper will ignore the key to the map function. and the fields are from the value only. Otherwise, the fields are the union of those from the key and those from the value. The field separator is under attribute "mapreduce.fieldsel.data.field.separator" The map output field list spec is under attribute "mapreduce.fieldsel.map.output.key.value.fields.spec". The value is expected to be like "keyFieldsSpec:valueFieldsSpec" key/valueFieldsSpec are comma (,) separated field spec: fieldSpec,fieldSpec,fieldSpec ... Each field spec can be a simple number (e.g. 5) specifying a specific field, or a range (like 2-5) to specify a range of fields, or an open range (like 3-) specifying all the fields starting from field 3. The open range field spec applies value fields only. They have no effect on the key fields. Here is an example: "4,3,0,1:6,5,1-3,7-". It specifies to use fields 4,3,0 and 1 for keys, and use fields 6,5,1,2,3,7 and above for values.

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.hadoop.mapreduce.Mapper

org.apache.hadoop.mapreduce.Mapper.Context

Field Summary

Fields

Modifier and Type	Field	Description
static final org.slf4j.Logger	LOG

Constructor Summary

Constructors

Constructor	Description
FieldSelectionMapper()

Method Summary

Modifier and Type	Method	Description
void	map(K key, V val, Mapper<K,V,Text,Text>.org.apache.hadoop.mapreduce.Mapper.Context context)	The identify function.
void	setup(Mapper<K,V,Text,Text>.org.apache.hadoop.mapreduce.Mapper.Context context)	Called once at the beginning of the task.

Methods inherited from class org.apache.hadoop.mapreduce.Mapper

cleanup, run

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Details

LOG

public static final org.slf4j.Logger LOG

Constructor Details

FieldSelectionMapper

public FieldSelectionMapper()

Method Details

setup

public void setup(Mapper<K,V,Text,Text>.org.apache.hadoop.mapreduce.Mapper.Context context)
           throws IOException,
InterruptedException

Description copied from class: Mapper

Called once at the beginning of the task.

Overrides:

setup in class Mapper<K,V,Text,Text>

Throws:

IOException

InterruptedException

map

public void map(K key,
 V val,
 Mapper<K,V,Text,Text>.org.apache.hadoop.mapreduce.Mapper.Context context)
         throws IOException,
InterruptedException

The identify function. Input key/value pair is written directly to output.

Overrides:

map in class Mapper<K,V,Text,Text>

Throws:

IOException

InterruptedException