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Posted to dev@flink.apache.org by "Zhipeng Zhang (Jira)" <ji...@apache.org> on 2023/02/07 06:07:00 UTC
[jira] [Created] (FLINK-30933) Result of join inside iterationBody loses max watermark
Zhipeng Zhang created FLINK-30933:
-------------------------------------
Summary: Result of join inside iterationBody loses max watermark
Key: FLINK-30933
URL: https://issues.apache.org/jira/browse/FLINK-30933
Project: Flink
Issue Type: Bug
Components: Library / Machine Learning
Affects Versions: ml-2.1.0, ml-2.0.0, ml-2.2.0
Reporter: Zhipeng Zhang
Fix For: ml-2.2.0
Currently if we execute a join inside an iteration body, the following program produces empty output. (In which the right result should be a list with \{1, 2}.
{code:java}
public class Test {
public static void main(String[] args) throws Exception {
Configuration config = new Configuration();
config.set(HeartbeatManagerOptions.HEARTBEAT_TIMEOUT, 10000000L);
StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(config);
env.setParallelism(1);
DataStream<Tuple2<Long, Integer>> input1 =
env.fromElements(Tuple2.of(1L, 1), Tuple2.of(2L, 2));
DataStream<Tuple2<Long, Long>> input2 =
env.fromElements(Tuple2.of(1L, 2L), Tuple2.of(2L, 3L));
DataStream<Tuple2<Long, Long>> iterationJoin =
Iterations.iterateBoundedStreamsUntilTermination(
DataStreamList.of(input1),
ReplayableDataStreamList.replay(input2),
IterationConfig.newBuilder()
.setOperatorLifeCycle(
IterationConfig.OperatorLifeCycle.PER_ROUND)
.build(),
new MyIterationBody())
.get(0);
DataStream<Long> left = iterationJoin.map(x -> x.f0);
DataStream<Long> right = iterationJoin.map(x -> x.f0);
DataStream<Long> result =
left.join(right)
.where(x -> x)
.equalTo(x -> x)
.window(EndOfStreamWindows.get())
.apply((JoinFunction<Long, Long, Long>) (l1, l2) -> l1);
List<Long> collectedResult = IteratorUtils.toList(result.executeAndCollect());
List<Long> expectedResult = Arrays.asList(1L, 2L);
compareResultCollections(expectedResult, collectedResult, Long::compareTo);
}
private static class MyIterationBody implements IterationBody {
@Override
public IterationBodyResult process(
DataStreamList variableStreams, DataStreamList dataStreams) {
DataStream<Tuple2<Long, Integer>> input1 = variableStreams.get(0);
DataStream<Tuple2<Long, Long>> input2 = dataStreams.get(0);
DataStream<Long> terminationCriteria = input1.flatMap(new TerminateOnMaxIter(1));
DataStream<Tuple2<Long, Long>> res =
input1.join(input2)
.where(x -> x.f0)
.equalTo(x -> x.f0)
.window(EndOfStreamWindows.get())
.apply(
(JoinFunction<
Tuple2<Long, Integer>,
Tuple2<Long, Long>,
Tuple2<Long, Long>>)
(t1, t2) -> t2);
return new IterationBodyResult(
DataStreamList.of(input1), DataStreamList.of(res), terminationCriteria);
}
}
}
{code}
There are two possible reasons:
* The timer in `HeadOperator` is not a daemon process and it does not exit even flink job finishes.
* The max watermark from the iteration body is missed.
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