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https://issues.apache.org/jira/browse/FLINK-10809?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Stefan Richter closed FLINK-10809.
----------------------------------
Resolution: Fixed
Fix Version/s: 1.7.0
1.6.3
Merged in:
master: bf760f9312
release-1.7: 45ad36fd75
release-1.6: 64c22cf245
> Using DataStreamUtils.reinterpretAsKeyedStream produces corrupted keyed state
> after restore
> -------------------------------------------------------------------------------------------
>
> Key: FLINK-10809
> URL: https://issues.apache.org/jira/browse/FLINK-10809
> Project: Flink
> Issue Type: Bug
> Components: DataStream API, State Backends, Checkpointing
> Affects Versions: 1.7.0
> Reporter: Dawid Wysakowicz
> Assignee: Stefan Richter
> Priority: Major
> Labels: pull-request-available
> Fix For: 1.6.3, 1.7.0
>
>
> I've tried using {{DataStreamUtils.reinterpretAsKeyedStream}} for results of
> windowed aggregation:
> {code}
> DataStream<Tuple2<Integer, List<Event>>> eventStream4 =
> eventStream2.keyBy(Event::getKey)
>
> .window(SlidingEventTimeWindows.of(Time.milliseconds(150 * 3),
> Time.milliseconds(150)))
> .apply(new WindowFunction<Event, Tuple2<Integer,
> List<Event>>, Integer, TimeWindow>() {
> private static final long serialVersionUID =
> 3166250579972849440L;
> @Override
> public void apply(
> Integer key, TimeWindow window,
> Iterable<Event> input,
> Collector<Tuple2<Integer, List<Event>>>
> out) throws Exception {
> out.collect(Tuple2.of(key,
> StreamSupport.stream(input.spliterator(),
> false).collect(Collectors.toList())));
> }
> });
> DataStreamUtils.reinterpretAsKeyedStream(eventStream4, events->
> events.f0)
> .flatMap(createSlidingWindowCheckMapper(pt))
> .addSink(new PrintSinkFunction<>());
> {code}
> and then in the createSlidingWindowCheckMapper I verify that each event
> belongs to 3 consecutive windows, for which I keep contents of last window in
> ValueState. In a non-failure setup this check runs fine, but it misses few
> windows after restore at the beginning.
> {code}
> public class SlidingWindowCheckMapper extends
> RichFlatMapFunction<Tuple2<Integer, List<Event>>, String> {
> private static final long serialVersionUID = -744070793650644485L;
> /** This value state tracks previously seen events with the number of
> windows they appeared in. */
> private transient ValueState<List<Tuple2<Event, Integer>>>
> previousWindow;
> private final int slideFactor;
> SlidingWindowCheckMapper(int slideFactor) {
> this.slideFactor = slideFactor;
> }
> @Override
> public void open(Configuration parameters) throws Exception {
> ValueStateDescriptor<List<Tuple2<Event, Integer>>>
> previousWindowDescriptor =
> new ValueStateDescriptor<>("previousWindow",
> new ListTypeInfo<>(new
> TupleTypeInfo<>(TypeInformation.of(Event.class),
> BasicTypeInfo.INT_TYPE_INFO)));
> previousWindow =
> getRuntimeContext().getState(previousWindowDescriptor);
> }
> @Override
> public void flatMap(Tuple2<Integer, List<Event>> value,
> Collector<String> out) throws Exception {
> List<Tuple2<Event, Integer>> previousWindowValues =
> Optional.ofNullable(previousWindow.value()).orElseGet(
> Collections::emptyList);
> List<Event> newValues = value.f1;
> newValues.stream().reduce(new BinaryOperator<Event>() {
> @Override
> public Event apply(Event event, Event event2) {
> if (event2.getSequenceNumber() - 1 !=
> event.getSequenceNumber()) {
> out.collect("Alert: events in window
> out ouf order!");
> }
> return event2;
> }
> });
> List<Tuple2<Event, Integer>> newWindow = new ArrayList<>();
> for (Tuple2<Event, Integer> windowValue : previousWindowValues)
> {
> if (!newValues.contains(windowValue.f0)) {
> out.collect(String.format("Alert: event %s did
> not belong to %d consecutive windows. Event seen so far %d times.Current
> window: %s",
> windowValue.f0,
> slideFactor,
> windowValue.f1,
> value.f1));
> } else {
> newValues.remove(windowValue.f0);
> if (windowValue.f1 + 1 != slideFactor) {
> newWindow.add(Tuple2.of(windowValue.f0,
> windowValue.f1 + 1));
> }
> }
> }
> newValues.forEach(e -> newWindow.add(Tuple2.of(e, 1)));
> previousWindow.update(newWindow);
> }
> }
> {code}
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