org.apache.storm.bolt

Class JoinBolt

java.lang.Object

org.apache.storm.topology.base.BaseWindowedBolt

org.apache.storm.bolt.JoinBolt

All Implemented Interfaces:

Serializable, IComponent, IWindowedBolt

public class JoinBolt
extends BaseWindowedBolt

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
protected static class	JoinBolt.FieldSelector
protected class	JoinBolt.JoinAccumulator
protected static class	JoinBolt.JoinInfo Describes how to join the other stream with the current stream.
protected static class	JoinBolt.JoinType
protected class	JoinBolt.ResultRecord
static class	JoinBolt.Selector

Nested classes/interfaces inherited from class org.apache.storm.topology.base.BaseWindowedBolt

BaseWindowedBolt.Count, BaseWindowedBolt.Duration

Field Summary

Fields

Modifier and Type	Field and Description
protected LinkedHashMap<String,JoinBolt.JoinInfo>	joinCriteria
protected JoinBolt.FieldSelector[]	outputFields
protected String	outputStreamName
protected JoinBolt.Selector	selectorType

Fields inherited from class org.apache.storm.topology.base.BaseWindowedBolt

timestampExtractor, windowConfiguration

Constructor Summary

Constructors

Constructor and Description
JoinBolt(JoinBolt.Selector type, String srcOrStreamId, String fieldName) Introduces the first stream to start the join with.
JoinBolt(String sourceId, String fieldName) Calls JoinBolt(Selector.SOURCE, sourceId, fieldName)

Method Summary

Modifier and Type	Method and Description
void	declareOutputFields(OutputFieldsDeclarer declarer) Declare the output schema for all the streams of this topology.
protected JoinBolt.JoinAccumulator	doInnerJoin(JoinBolt.JoinAccumulator probe, Map<Object,ArrayList<Tuple>> buildInput, JoinBolt.JoinInfo joinInfo, boolean finalJoin)
protected JoinBolt.JoinAccumulator	doJoin(JoinBolt.JoinAccumulator probe, HashMap<Object,ArrayList<Tuple>> buildInput, JoinBolt.JoinInfo joinInfo, boolean finalJoin)
protected JoinBolt.JoinAccumulator	doLeftJoin(JoinBolt.JoinAccumulator probe, Map<Object,ArrayList<Tuple>> buildInput, JoinBolt.JoinInfo joinInfo, boolean finalJoin)
protected ArrayList<Object>	doProjection(ArrayList<Tuple> tuples, JoinBolt.FieldSelector[] projectionFields)
void	execute(TupleWindow inputWindow) Process the tuple window and optionally emit new tuples based on the tuples in the input window.
protected JoinBolt.JoinAccumulator	hashJoin(List<Tuple> tuples)
JoinBolt	join(String newStream, String field, String priorStream) Performs inner Join with the newStream.
JoinBolt	leftJoin(String newStream, String field, String priorStream) Performs left Join with the newStream.
protected Object	lookupField(JoinBolt.FieldSelector fieldSelector, Tuple tuple)
void	prepare(Map<String,Object> topoConf, TopologyContext context, OutputCollector collector) This is similar to the IBolt.prepare(Map, TopologyContext, OutputCollector) except that while emitting, the tuples are automatically anchored to the tuples in the inputWindow.
JoinBolt	select(String commaSeparatedKeys) Specify projection fields.
BaseWindowedBolt	withLag(BaseWindowedBolt.Duration duration) Specify the maximum time lag of the tuple timestamp in milliseconds.
JoinBolt	withLateTupleStream(String streamId) Specify a stream id on which late tuples are going to be emitted.
JoinBolt	withOutputStream(String streamName) Optional.
JoinBolt	withTimestampExtractor(TimestampExtractor timestampExtractor) Specify the timestamp extractor implementation.
JoinBolt	withTimestampField(String fieldName) Specify a field in the tuple that represents the timestamp as a long value.
JoinBolt	withTumblingWindow(BaseWindowedBolt.Count count) A count based tumbling window.
JoinBolt	withTumblingWindow(BaseWindowedBolt.Duration duration) A time duration based tumbling window.
BaseWindowedBolt	withWatermarkInterval(BaseWindowedBolt.Duration interval) Specify the watermark event generation interval.
JoinBolt	withWindow(BaseWindowedBolt.Count windowLength) A tuple count based window that slides with every incoming tuple.
JoinBolt	withWindow(BaseWindowedBolt.Count windowLength, BaseWindowedBolt.Count slidingInterval) Tuple count based sliding window configuration.
JoinBolt	withWindow(BaseWindowedBolt.Count windowLength, BaseWindowedBolt.Duration slidingInterval) Tuple count and time duration based sliding window configuration.
JoinBolt	withWindow(BaseWindowedBolt.Duration windowLength) A time duration based window that slides with every incoming tuple.
JoinBolt	withWindow(BaseWindowedBolt.Duration windowLength, BaseWindowedBolt.Count slidingInterval) Time duration and count based sliding window configuration.
JoinBolt	withWindow(BaseWindowedBolt.Duration windowLength, BaseWindowedBolt.Duration slidingInterval) Time duration based sliding window configuration.

Methods inherited from class org.apache.storm.topology.base.BaseWindowedBolt

cleanup, getComponentConfiguration, getTimestampExtractor

Methods inherited from class java.lang.Object

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

Field Detail

selectorType

protected final JoinBolt.Selector selectorType

joinCriteria

protected LinkedHashMap<String,JoinBolt.JoinInfo> joinCriteria

outputFields

protected JoinBolt.FieldSelector[] outputFields

outputStreamName

protected String outputStreamName

Constructor Detail

JoinBolt

public JoinBolt(String sourceId,
                String fieldName)

Calls JoinBolt(Selector.SOURCE, sourceId, fieldName)

Parameters:

sourceId - Id of source component (spout/bolt) from which this bolt is receiving data

fieldName - the field to use for joining the stream (x.y.z format)

JoinBolt

public JoinBolt(JoinBolt.Selector type,
                String srcOrStreamId,
                String fieldName)

Introduces the first stream to start the join with. Equivalent SQL … select …. from srcOrStreamId …

Parameters:

type - Specifies whether ‘srcOrStreamId’ refers to stream name/source component

srcOrStreamId - name of stream OR source component

fieldName - the field to use for joining the stream (x.y.z format)

Method Detail

withOutputStream

public JoinBolt withOutputStream(String streamName)

Optional. Allows naming the output stream of this bolt. If not specified, the emits will happen on ‘default’ stream.

join

public JoinBolt join(String newStream,
                     String field,
                     String priorStream)

Performs inner Join with the newStream. SQL: from priorStream inner join newStream on newStream.field = priorStream.field1 same as: new WindowedQueryBolt(priorStream,field1). join(newStream, field, priorStream); Note: priorStream must be previously joined. Valid ex: new WindowedQueryBolt(s1,k1). join(s2,k2, s1). join(s3,k3, s2); Invalid ex: new WindowedQueryBolt(s1,k1). join(s3,k3, s2). join(s2,k2, s1);

Parameters:

newStream - Either stream name or name of upstream component

field - the field on which to perform the join

leftJoin

public JoinBolt leftJoin(String newStream,
                         String field,
                         String priorStream)

Performs left Join with the newStream. SQL : from stream1 left join stream2 on stream2.field = stream1.field1 same as: new WindowedQueryBolt(stream1, field1). leftJoin(stream2, field, stream1);

Note: priorStream must be previously joined Valid ex: new WindowedQueryBolt(s1,k1). leftJoin(s2,k2, s1). leftJoin(s3,k3, s2); Invalid ex: new WindowedQueryBolt(s1,k1). leftJoin(s3,k3, s2). leftJoin(s2,k2, s1);

Parameters:

newStream - Either a name of a stream or an upstream component

field - the field on which to perform the join

select

public JoinBolt select(String commaSeparatedKeys)

Specify projection fields. i.e. Specifies the fields to include in the output. e.g: .select(“field1, stream2:field2, field3”) Nested Key names are supported for nested types: e.g: .select(“outerKey1.innerKey1, outerKey1.innerKey2, stream3:outerKey2.innerKey3)” Inner types (non leaf) must be Map<> in order to support nested lookup using this dot notation This selected fields implicitly declare the output fieldNames for the bolt based.

declareOutputFields

public void declareOutputFields(OutputFieldsDeclarer declarer)

Description copied from interface: IComponent

Declare the output schema for all the streams of this topology.

Specified by:

declareOutputFields in interface IComponent

Overrides:

declareOutputFields in class BaseWindowedBolt

Parameters:

declarer - this is used to declare output stream ids, output fields, and whether or not each output stream is a direct stream

prepare

public void prepare(Map<String,Object> topoConf,
                    TopologyContext context,
                    OutputCollector collector)

Description copied from interface: IWindowedBolt

This is similar to the IBolt.prepare(Map, TopologyContext, OutputCollector) except that while emitting, the tuples are automatically anchored to the tuples in the inputWindow.

Specified by:

prepare in interface IWindowedBolt

Overrides:

prepare in class BaseWindowedBolt

execute

public void execute(TupleWindow inputWindow)

Description copied from interface: IWindowedBolt

Process the tuple window and optionally emit new tuples based on the tuples in the input window.

hashJoin

protected JoinBolt.JoinAccumulator hashJoin(List<Tuple> tuples)

doJoin

protected JoinBolt.JoinAccumulator doJoin(JoinBolt.JoinAccumulator probe,
                                          HashMap<Object,ArrayList<Tuple>> buildInput,
                                          JoinBolt.JoinInfo joinInfo,
                                          boolean finalJoin)

doInnerJoin

protected JoinBolt.JoinAccumulator doInnerJoin(JoinBolt.JoinAccumulator probe,
                                               Map<Object,ArrayList<Tuple>> buildInput,
                                               JoinBolt.JoinInfo joinInfo,
                                               boolean finalJoin)

doLeftJoin

protected JoinBolt.JoinAccumulator doLeftJoin(JoinBolt.JoinAccumulator probe,
                                              Map<Object,ArrayList<Tuple>> buildInput,
                                              JoinBolt.JoinInfo joinInfo,
                                              boolean finalJoin)

doProjection

protected ArrayList<Object> doProjection(ArrayList<Tuple> tuples,
                                         JoinBolt.FieldSelector[] projectionFields)

lookupField

protected Object lookupField(JoinBolt.FieldSelector fieldSelector,
                             Tuple tuple)

withWindow

public JoinBolt withWindow(BaseWindowedBolt.Count windowLength,
                           BaseWindowedBolt.Count slidingInterval)

Description copied from class: BaseWindowedBolt

Tuple count based sliding window configuration.

Overrides:

withWindow in class BaseWindowedBolt

Parameters:

windowLength - the number of tuples in the window

slidingInterval - the number of tuples after which the window slides

withWindow

public JoinBolt withWindow(BaseWindowedBolt.Count windowLength,
                           BaseWindowedBolt.Duration slidingInterval)

Description copied from class: BaseWindowedBolt

Tuple count and time duration based sliding window configuration.

Overrides:

withWindow in class BaseWindowedBolt

Parameters:

windowLength - the number of tuples in the window

slidingInterval - the time duration after which the window slides

withWindow

public JoinBolt withWindow(BaseWindowedBolt.Duration windowLength,
                           BaseWindowedBolt.Count slidingInterval)

Description copied from class: BaseWindowedBolt

Time duration and count based sliding window configuration.

Overrides:

withWindow in class BaseWindowedBolt

Parameters:

windowLength - the time duration of the window

slidingInterval - the number of tuples after which the window slides

withWindow

public JoinBolt withWindow(BaseWindowedBolt.Duration windowLength,
                           BaseWindowedBolt.Duration slidingInterval)

Description copied from class: BaseWindowedBolt

Time duration based sliding window configuration.

Overrides:

withWindow in class BaseWindowedBolt

Parameters:

windowLength - the time duration of the window

slidingInterval - the time duration after which the window slides

withWindow

public JoinBolt withWindow(BaseWindowedBolt.Count windowLength)

Description copied from class: BaseWindowedBolt

A tuple count based window that slides with every incoming tuple.

Overrides:

withWindow in class BaseWindowedBolt

Parameters:

windowLength - the number of tuples in the window

withWindow

public JoinBolt withWindow(BaseWindowedBolt.Duration windowLength)

Description copied from class: BaseWindowedBolt

A time duration based window that slides with every incoming tuple.

Overrides:

withWindow in class BaseWindowedBolt

Parameters:

windowLength - the time duration of the window

withTumblingWindow

public JoinBolt withTumblingWindow(BaseWindowedBolt.Count count)

Description copied from class: BaseWindowedBolt

A count based tumbling window.

Overrides:

withTumblingWindow in class BaseWindowedBolt

Parameters:

count - the number of tuples after which the window tumbles

withTumblingWindow

public JoinBolt withTumblingWindow(BaseWindowedBolt.Duration duration)

Description copied from class: BaseWindowedBolt

A time duration based tumbling window.

Overrides:

withTumblingWindow in class BaseWindowedBolt

Parameters:

duration - the time duration after which the window tumbles

withTimestampField

public JoinBolt withTimestampField(String fieldName)

Description copied from class: BaseWindowedBolt

Specify a field in the tuple that represents the timestamp as a long value. If this field is not present in the incoming tuple, an IllegalArgumentException will be thrown. The field MUST contain a timestamp in milliseconds

Overrides:

withTimestampField in class BaseWindowedBolt

Parameters:

fieldName - the name of the field that contains the timestamp

withTimestampExtractor

public JoinBolt withTimestampExtractor(TimestampExtractor timestampExtractor)

Description copied from class: BaseWindowedBolt

Specify the timestamp extractor implementation.

Overrides:

withTimestampExtractor in class BaseWindowedBolt

Parameters:

timestampExtractor - the TimestampExtractor implementation

withLateTupleStream

public JoinBolt withLateTupleStream(String streamId)

Description copied from class: BaseWindowedBolt

Specify a stream id on which late tuples are going to be emitted. They are going to be accessible via the WindowedBoltExecutor.LATE_TUPLE_FIELD field. It must be defined on a per-component basis, and in conjunction with the BaseWindowedBolt.withTimestampField(java.lang.String), otherwise IllegalArgumentException will be thrown.

Overrides:

withLateTupleStream in class BaseWindowedBolt

Parameters:

streamId - the name of the stream used to emit late tuples on

withLag

public BaseWindowedBolt withLag(BaseWindowedBolt.Duration duration)

Description copied from class: BaseWindowedBolt

Specify the maximum time lag of the tuple timestamp in milliseconds. It means that the tuple timestamps cannot be out of order by more than this amount.

Overrides:

withLag in class BaseWindowedBolt

Parameters:

duration - the max lag duration

withWatermarkInterval

public BaseWindowedBolt withWatermarkInterval(BaseWindowedBolt.Duration interval)

Description copied from class: BaseWindowedBolt

Specify the watermark event generation interval. For tuple based timestamps, watermark events are used to track the progress of time

Overrides:

withWatermarkInterval in class BaseWindowedBolt

Parameters:

interval - the interval at which watermark events are generated