org.apache.flink.runtime.iterative.task.IterationIntermediateTask Maven / Gradle / Ivy
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* to you under the Apache License, Version 2.0 (the
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*
* http://www.apache.org/licenses/LICENSE-2.0
*
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package org.apache.flink.runtime.iterative.task;
import org.apache.flink.api.common.functions.Function;
import org.apache.flink.runtime.execution.Environment;
import org.apache.flink.runtime.io.network.api.EndOfSuperstepEvent;
import org.apache.flink.runtime.io.network.api.writer.RecordWriter;
import org.apache.flink.runtime.iterative.concurrent.BlockingBackChannel;
import org.apache.flink.runtime.iterative.concurrent.SuperstepKickoffLatch;
import org.apache.flink.runtime.iterative.concurrent.SuperstepKickoffLatchBroker;
import org.apache.flink.runtime.iterative.event.TerminationEvent;
import org.apache.flink.runtime.iterative.io.WorksetUpdateOutputCollector;
import org.apache.flink.util.Collector;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.io.IOException;
/**
* An intermediate iteration task, which runs a {@link org.apache.flink.runtime.operators.Driver} inside.
*
* It will propagate {@link EndOfSuperstepEvent}s and {@link TerminationEvent}s to its connected tasks. Furthermore
* intermediate tasks can also update the iteration state, either the workset or the solution set.
*
*
If the iteration state is updated, the output of this task will be send back to the {@link IterationHeadTask} via
* a {@link BlockingBackChannel} for the workset -XOR- a HashTable for the solution set. In this case
* this task must be scheduled on the same instance as the head.
*/
public class IterationIntermediateTask extends AbstractIterativeTask {
private static final Logger log = LoggerFactory.getLogger(IterationIntermediateTask.class);
private WorksetUpdateOutputCollector worksetUpdateOutputCollector;
// --------------------------------------------------------------------------------------------
/**
* Create an Invokable task and set its environment.
*
* @param environment The environment assigned to this invokable.
*/
public IterationIntermediateTask(Environment environment) {
super(environment);
}
// --------------------------------------------------------------------------------------------
@Override
protected void initialize() throws Exception {
super.initialize();
// set the last output collector of this task to reflect the iteration intermediate state update
// a) workset update
// b) solution set update
// c) none
Collector delegate = getLastOutputCollector();
if (isWorksetUpdate) {
// sanity check: we should not have a solution set and workset update at the same time
// in an intermediate task
if (isSolutionSetUpdate) {
throw new IllegalStateException("Plan bug: Intermediate task performs workset and solutions set update.");
}
Collector outputCollector = createWorksetUpdateOutputCollector(delegate);
// we need the WorksetUpdateOutputCollector separately to count the collected elements
if (isWorksetIteration) {
worksetUpdateOutputCollector = (WorksetUpdateOutputCollector) outputCollector;
}
setLastOutputCollector(outputCollector);
} else if (isSolutionSetUpdate) {
setLastOutputCollector(createSolutionSetUpdateOutputCollector(delegate));
}
}
@Override
public void run() throws Exception {
SuperstepKickoffLatch nextSuperstepLatch = SuperstepKickoffLatchBroker.instance().get(brokerKey());
while (this.running && !terminationRequested()) {
if (log.isInfoEnabled()) {
log.info(formatLogString("starting iteration [" + currentIteration() + "]"));
}
super.run();
// check if termination was requested
verifyEndOfSuperstepState();
if (isWorksetUpdate && isWorksetIteration) {
long numCollected = worksetUpdateOutputCollector.getElementsCollectedAndReset();
worksetAggregator.aggregate(numCollected);
}
if (log.isInfoEnabled()) {
log.info(formatLogString("finishing iteration [" + currentIteration() + "]"));
}
// let the successors know that the end of this superstep data is reached
sendEndOfSuperstep();
if (isWorksetUpdate) {
// notify iteration head if responsible for workset update
worksetBackChannel.notifyOfEndOfSuperstep();
}
boolean terminated = nextSuperstepLatch.awaitStartOfSuperstepOrTermination(currentIteration() + 1);
if (terminated) {
requestTermination();
}
else {
incrementIterationCounter();
}
}
}
private void sendEndOfSuperstep() throws IOException, InterruptedException {
for (RecordWriter eventualOutput : this.eventualOutputs) {
eventualOutput.broadcastEvent(EndOfSuperstepEvent.INSTANCE);
}
}
}