org.apache.hadoop.contrib.utils.join

Class DataJoinMapperBase

java.lang.Object

org.apache.hadoop.contrib.utils.join.JobBase

org.apache.hadoop.contrib.utils.join.DataJoinMapperBase

All Implemented Interfaces:

Closeable, AutoCloseable, org.apache.hadoop.mapred.JobConfigurable, org.apache.hadoop.mapred.Mapper, org.apache.hadoop.mapred.Reducer

public abstract class DataJoinMapperBase
extends JobBase

This abstract class serves as the base class for the mapper class of a data join job. This class expects its subclasses to implement methods for the following functionalities: 1. Compute the source tag of input values 2. Compute the map output value object 3. Compute the map output key object The source tag will be used by the reducer to determine from which source (which table in SQL terminology) a value comes. Computing the map output value object amounts to performing projecting/filtering work in a SQL statement (through the select/where clauses). Computing the map output key amounts to choosing the join key. This class provides the appropriate plugin points for the user defined subclasses to implement the appropriate logic.

Field Summary

Fields

Modifier and Type	Field and Description
protected String	inputFile
protected org.apache.hadoop.io.Text	inputTag
protected org.apache.hadoop.mapred.JobConf	job
protected org.apache.hadoop.mapred.Reporter	reporter

Fields inherited from class org.apache.hadoop.contrib.utils.join.JobBase

LOG

Constructor Summary

Constructors

Constructor and Description
DataJoinMapperBase()

Method Summary

Methods

Modifier and Type	Method and Description
void	close()
void	configure(org.apache.hadoop.mapred.JobConf job) Initializes a new instance from a JobConf.
protected abstract org.apache.hadoop.io.Text	generateGroupKey(TaggedMapOutput aRecord) Generate a map output key.
protected abstract org.apache.hadoop.io.Text	generateInputTag(String inputFile) Determine the source tag based on the input file name.
protected abstract TaggedMapOutput	generateTaggedMapOutput(Object value) Generate a tagged map output value.
void	map(Object key, Object value, org.apache.hadoop.mapred.OutputCollector output, org.apache.hadoop.mapred.Reporter reporter)
void	reduce(Object arg0, Iterator arg1, org.apache.hadoop.mapred.OutputCollector arg2, org.apache.hadoop.mapred.Reporter arg3)

Methods inherited from class org.apache.hadoop.contrib.utils.join.JobBase

addDoubleValue, addLongValue, getDoubleValue, getLongValue, getReport, report, setDoubleValue, setLongValue

Methods inherited from class java.lang.Object

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

Field Detail

inputFile

protected String inputFile

job

protected org.apache.hadoop.mapred.JobConf job

inputTag

protected org.apache.hadoop.io.Text inputTag

reporter

protected org.apache.hadoop.mapred.Reporter reporter

Constructor Detail

DataJoinMapperBase

public DataJoinMapperBase()

Method Detail

configure

public void configure(org.apache.hadoop.mapred.JobConf job)

Description copied from class: JobBase

Initializes a new instance from a JobConf.

Specified by:

configure in interface org.apache.hadoop.mapred.JobConfigurable

Overrides:

configure in class JobBase

Parameters:

job - the configuration

generateInputTag

protected abstract org.apache.hadoop.io.Text generateInputTag(String inputFile)

Determine the source tag based on the input file name.

Parameters:

inputFile -

Returns:

the source tag computed from the given file name.

generateTaggedMapOutput

protected abstract TaggedMapOutput generateTaggedMapOutput(Object value)

Generate a tagged map output value. The user code can also perform projection/filtering. If it decides to discard the input record when certain conditions are met,it can simply return a null.

Parameters:

value -

Returns:

an object of TaggedMapOutput computed from the given value.

generateGroupKey

protected abstract org.apache.hadoop.io.Text generateGroupKey(TaggedMapOutput aRecord)

Generate a map output key. The user code can compute the key programmatically, not just selecting the values of some fields. In this sense, it is more general than the joining capabilities of SQL.

Parameters:

aRecord -

Returns:

the group key for the given record

map

public void map(Object key,
       Object value,
       org.apache.hadoop.mapred.OutputCollector output,
       org.apache.hadoop.mapred.Reporter reporter)
         throws IOException

Throws:

IOException

close

public void close()
           throws IOException

Throws:

IOException

reduce

public void reduce(Object arg0,
          Iterator arg1,
          org.apache.hadoop.mapred.OutputCollector arg2,
          org.apache.hadoop.mapred.Reporter arg3)
            throws IOException

Throws:

IOException