Flink throws "java.lang.IllegalStateException: Buffer pool is destroyed" when I use "SlidingEventTimeWindows", but every thing goes ok when I change to "SlidingProcessingTimeWindows".
The stacktrace is following:
18:37:53,728 WARN org.apache.flink.streaming.api.operators.AbstractStreamOperator - Error while emitting latency marker.
java.lang.RuntimeException: Buffer pool is destroyed.
at org.apache.flink.streaming.runtime.io.RecordWriterOutput.emitLatencyMarker(RecordWriterOutput.java:147)
at org.apache.flink.streaming.api.operators.AbstractStreamOperator$CountingOutput.emitLatencyMarker(AbstractStreamOperator.java:683)
at org.apache.flink.streaming.api.operators.StreamSource$LatencyMarksEmitter$1.onProcessingTime(StreamSource.java:151)
at org.apache.flink.streaming.runtime.tasks.SystemProcessingTimeService$RepeatedTriggerTask.run(SystemProcessingTimeService.java:330)
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.runAndReset(FutureTask.java:308)
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.access$301(ScheduledThreadPoolExecutor.java:180)
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.run(ScheduledThreadPoolExecutor.java:294)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.lang.IllegalStateException: Buffer pool is destroyed.
at org.apache.flink.runtime.io.network.buffer.LocalBufferPool.requestMemorySegment(LocalBufferPool.java:230)
at org.apache.flink.runtime.io.network.buffer.LocalBufferPool.requestBufferBuilderBlocking(LocalBufferPool.java:204)
at org.apache.flink.runtime.io.network.api.writer.RecordWriter.requestNewBufferBuilder(RecordWriter.java:213)
at org.apache.flink.runtime.io.network.api.writer.RecordWriter.sendToTarget(RecordWriter.java:144)
at org.apache.flink.runtime.io.network.api.writer.RecordWriter.randomEmit(RecordWriter.java:125)
at org.apache.flink.streaming.runtime.io.StreamRecordWriter.randomEmit(StreamRecordWriter.java:93)
at org.apache.flink.streaming.runtime.io.RecordWriterOutput.emitLatencyMarker(RecordWriterOutput.java:144)
... 10 more
I finally solved the steps following.
First, replace "collect" with "collectWithTimestamp" in My DataMockSource,which is used for generate stream data.After doing so,"Error while emitting latency marker" will disapear in console.
Second , replace the BoundedOutOfOrdernessTimestampExtractor with AscendingTimestampExtractor,which is used for EventTime processing.In my DataMockSource ,I generate data and emit on the same time,so AscendingTimestampExtractor is the right way to generate watermark.
I post the major code here, and full project on github. Hope it is helpfull.
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
env.setStreamTimeCharacteristic(TimeCharacteristic.EventTime);
env.enableCheckpointing(10000); //
DataStreamSource<MockData> mockDataDataStreamSource = env.addSource(new DataMockSource());
mockDataDataStreamSource.assignTimestampsAndWatermarks(
new AscendingTimestampExtractor<MockData>() {
@Override
public long extractAscendingTimestamp(MockData element) {
return element.getTimestamp();
}
});
SingleOutputStreamOperator<Tuple2<String, Long>> countStream = mockDataDataStreamSource
.keyBy("country").window(
SlidingEventTimeWindows.of(Time.seconds(10), Time.seconds(10)))
// .allowedLateness(Time.seconds(5))
.process(
new FlinkEventTimeCountFunction()).name("count elements");
countStream.addSink(new SinkFunction<Tuple2<String, Long>>() {
@Override
public void invoke(Tuple2<String, Long> value, Context context) throws Exception {
System.out.println(value);
}
});
env.execute("count test ");
My DataMockSource is here:
private volatile boolean running = true;
@Override
public void run(SourceContext sourceContext) throws Exception {
while (running){
MockData mockData = new MockData();
mockData.setAge(ThreadLocalRandom.current().nextInt(1,99));
mockData.setCountry("country "+ThreadLocalRandom.current().nextInt(2,5));
mockData.setId(ThreadLocalRandom.current().nextLong());
mockData.setTimestamp(Instant.now().toEpochMilli());
// emit record with timestamp
sourceContext.collectWithTimestamp(mockData,Instant.now().toEpochMilli());
// sourceContext.collect(mockData);
TimeUnit.SECONDS.sleep(3);
}
}
@Override
public void cancel() {
running = false;
}