public abstract class InputGate extends Object implements PullingAsyncDataInput<BufferOrEvent>, AutoCloseable
Each intermediate result is partitioned over its producing parallel subtasks; each of these partitions is furthermore partitioned into one or more subpartitions.
As an example, consider a map-reduce program, where the map operator produces data and the reduce operator consumes the produced data.
+-----+ +---------------------+ +--------+
| Map | = produce => | Intermediate Result | <= consume = | Reduce |
+-----+ +---------------------+ +--------+
When deploying such a program in parallel, the intermediate result will be partitioned over its producing parallel subtasks; each of these partitions is furthermore partitioned into one or more subpartitions.
Intermediate result
+-----------------------------------------+
| +----------------+ | +-----------------------+
+-------+ | +-------------+ +=> | Subpartition 1 | | <=======+=== | Input Gate | Reduce 1 |
| Map 1 | ==> | | Partition 1 | =| +----------------+ | | +-----------------------+
+-------+ | +-------------+ +=> | Subpartition 2 | | <==+ |
| +----------------+ | | | Subpartition request
| | | |
| +----------------+ | | |
+-------+ | +-------------+ +=> | Subpartition 1 | | <==+====+
| Map 2 | ==> | | Partition 2 | =| +----------------+ | | +-----------------------+
+-------+ | +-------------+ +=> | Subpartition 2 | | <==+======== | Input Gate | Reduce 2 |
| +----------------+ | +-----------------------+
+-----------------------------------------+
In the above example, two map subtasks produce the intermediate result in parallel, resulting in two partitions (Partition 1 and 2). Each of these partitions is further partitioned into two subpartitions -- one for each parallel reduce subtask. As shown in the Figure, each reduce task will have an input gate attached to it. This will provide its input, which will consist of one subpartition from each partition of the intermediate result.
| Modifier and Type | Class and Description |
|---|---|
protected static class |
InputGate.InputWithData<INPUT,DATA>
Simple pojo for INPUT, DATA and moreAvailable.
|
AvailabilityProvider.AvailabilityHelper| Modifier and Type | Field and Description |
|---|---|
protected AvailabilityProvider.AvailabilityHelper |
availabilityHelper |
AVAILABLE| Constructor and Description |
|---|
InputGate() |
| Modifier and Type | Method and Description |
|---|---|
CompletableFuture<?> |
getAvailableFuture() |
abstract Optional<BufferOrEvent> |
getNext()
Blocking call waiting for next
BufferOrEvent. |
abstract int |
getNumberOfInputChannels() |
abstract boolean |
isFinished() |
abstract Optional<BufferOrEvent> |
pollNext()
Poll the
BufferOrEvent. |
abstract void |
sendTaskEvent(TaskEvent event) |
abstract void |
setup()
Setup gate, potentially heavy-weight, blocking operation comparing to just creation.
|
clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, waitisApproximatelyAvailable, isAvailablecloseprotected final AvailabilityProvider.AvailabilityHelper availabilityHelper
public abstract int getNumberOfInputChannels()
public abstract boolean isFinished()
isFinished in interface PullingAsyncDataInput<BufferOrEvent>public abstract Optional<BufferOrEvent> getNext() throws IOException, InterruptedException
BufferOrEvent.
Note: It should be guaranteed that the previous returned buffer has been recycled before getting next one.
Optional.empty() if isFinished() returns true.IOExceptionInterruptedExceptionpublic abstract Optional<BufferOrEvent> pollNext() throws IOException, InterruptedException
BufferOrEvent.
Note: It should be guaranteed that the previous returned buffer has been recycled before polling next one.
pollNext in interface PullingAsyncDataInput<BufferOrEvent>Optional.empty() if there is no data to return or if isFinished() returns true.IOExceptionInterruptedExceptionpublic abstract void sendTaskEvent(TaskEvent event) throws IOException
IOExceptionpublic CompletableFuture<?> getAvailableFuture()
getAvailableFuture in interface AvailabilityProviderAvailabilityProvider.AVAILABLE should be returned. Previously returned
not completed futures should become completed once there are more records available.public abstract void setup()
throws IOException,
InterruptedException
IOExceptionInterruptedExceptionCopyright © 2014–2020 The Apache Software Foundation. All rights reserved.