org.apache.tinkerpop.gremlin.process.computer.ranking.pagerank

Class PageRankMapReduce

java.lang.Object

org.apache.tinkerpop.gremlin.process.computer.util.StaticMapReduce<Object,Double,Object,Double,Iterator<KeyValue<Object,Double>>>

org.apache.tinkerpop.gremlin.process.computer.ranking.pagerank.PageRankMapReduce

All Implemented Interfaces:

Cloneable, MapReduce<Object,Double,Object,Double,Iterator<KeyValue<Object,Double>>>

public class PageRankMapReduce
extends StaticMapReduce<Object,Double,Object,Double,Iterator<KeyValue<Object,Double>>>

Author:

Marko A. Rodriguez (http://markorodriguez.com)

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	PageRankMapReduce.Builder

Nested classes/interfaces inherited from interface org.apache.tinkerpop.gremlin.process.computer.MapReduce

MapReduce.MapEmitter<K,V>, MapReduce.NullObject, MapReduce.ReduceEmitter<OK,OV>, MapReduce.Stage

Field Summary

Fields

Modifier and Type	Field and Description
static String	DEFAULT_MEMORY_KEY
static String	PAGE_RANK_MEMORY_KEY

Fields inherited from interface org.apache.tinkerpop.gremlin.process.computer.MapReduce

MAP_REDUCE

Method Summary

Modifier and Type	Method and Description
static PageRankMapReduce.Builder	build()
boolean	doStage(MapReduce.Stage stage) A MapReduce job can be map-only, map-reduce-only, or map-combine-reduce.
Iterator<KeyValue<Object,Double>>	generateFinalResult(Iterator<KeyValue<Object,Double>> keyValues) The key/value pairs emitted by reduce() (or map() in a map-only job) can be iterated to generate a local JVM Java object.
String	getMemoryKey() The results of the MapReduce job are associated with a memory-key to ultimately be stored in Memory.
void	loadState(Graph graph, org.apache.commons.configuration2.Configuration configuration) When it is necessary to load the state of a MapReduce job, this method is called.
void	map(Vertex vertex, MapReduce.MapEmitter<Object,Double> emitter) The map() method is logically executed at all vertices in the graph in parallel.
void	storeState(org.apache.commons.configuration2.Configuration configuration) When it is necessary to store the state of a MapReduce job, this method is called.
String	toString()

Methods inherited from class org.apache.tinkerpop.gremlin.process.computer.util.StaticMapReduce

clone, equals, hashCode

Methods inherited from class java.lang.Object

finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface org.apache.tinkerpop.gremlin.process.computer.MapReduce

addResultToMemory, combine, createMapReduce, getMapKeySort, getReduceKeySort, reduce, workerEnd, workerStart

Field Detail

PAGE_RANK_MEMORY_KEY

public static final String PAGE_RANK_MEMORY_KEY

See Also:

Constant Field Values

DEFAULT_MEMORY_KEY

public static final String DEFAULT_MEMORY_KEY

See Also:

Constant Field Values

Method Detail

storeState

public void storeState(org.apache.commons.configuration2.Configuration configuration)

Description copied from interface: MapReduce

When it is necessary to store the state of a MapReduce job, this method is called. This is typically required when the MapReduce job needs to be serialized to another machine. Note that what is stored is simply the instance state, not any processed data.

Specified by:

storeState in interface MapReduce<Object,Double,Object,Double,Iterator<KeyValue<Object,Double>>>

Overrides:

storeState in class StaticMapReduce<Object,Double,Object,Double,Iterator<KeyValue<Object,Double>>>

Parameters:

configuration - the configuration to store the state of the MapReduce job in.

loadState

public void loadState(Graph graph,
                      org.apache.commons.configuration2.Configuration configuration)

Description copied from interface: MapReduce

When it is necessary to load the state of a MapReduce job, this method is called. This is typically required when the MapReduce job needs to be serialized to another machine. Note that what is loaded is simply the instance state, not any processed data.

It is important that the state loaded from loadState() is identical to any state created from a constructor. For those GraphComputers that do not need to use Configurations to migrate state between JVMs, the constructor will only be used.

Parameters:

graph - the graph the MapReduce job will run against

configuration - the configuration to load the state of the MapReduce job from.

doStage

public boolean doStage(MapReduce.Stage stage)

Description copied from interface: MapReduce

A MapReduce job can be map-only, map-reduce-only, or map-combine-reduce. Before executing the particular stage, this method is called to determine if the respective stage is defined. This method should return true if the respective stage as a non-default method implementation.

Parameters:

stage - the stage to check for definition.

Returns:

whether that stage should be executed.

map

public void map(Vertex vertex,
                MapReduce.MapEmitter<Object,Double> emitter)

Description copied from interface: MapReduce

The map() method is logically executed at all vertices in the graph in parallel. The map() method emits key/value pairs given some analysis of the data in the vertices (and/or its incident edges). All MapReduce classes must at least provide an implementation of MapReduce#map(Vertex, MapEmitter).

Parameters:

vertex - the current vertex being map() processed.

emitter - the component that allows for key/value pairs to be emitted to the next stage.

generateFinalResult

public Iterator<KeyValue<Object,Double>> generateFinalResult(Iterator<KeyValue<Object,Double>> keyValues)

Description copied from interface: MapReduce

The key/value pairs emitted by reduce() (or map() in a map-only job) can be iterated to generate a local JVM Java object.

Parameters:

keyValues - the key/value pairs that were emitted from reduce() (or map() in a map-only job)

Returns:

the resultant object formed from the emitted key/values.

getMemoryKey

public String getMemoryKey()

Description copied from interface: MapReduce

The results of the MapReduce job are associated with a memory-key to ultimately be stored in Memory.

Returns:

the memory key of the generated result object.

toString

public String toString()

Overrides:

toString in class StaticMapReduce<Object,Double,Object,Double,Iterator<KeyValue<Object,Double>>>

build

public static PageRankMapReduce.Builder build()