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Posted to issues@flink.apache.org by "Aljoscha Krettek (JIRA)" <ji...@apache.org> on 2017/05/09 09:55:04 UTC
[jira] [Updated] (FLINK-6472)
BoundedOutOfOrdernessTimestampExtractor does not bound out of orderliness
[ https://issues.apache.org/jira/browse/FLINK-6472?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Aljoscha Krettek updated FLINK-6472:
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Component/s: (was: Streaming)
DataStream API
> BoundedOutOfOrdernessTimestampExtractor does not bound out of orderliness
> -------------------------------------------------------------------------
>
> Key: FLINK-6472
> URL: https://issues.apache.org/jira/browse/FLINK-6472
> Project: Flink
> Issue Type: Bug
> Components: DataStream API
> Affects Versions: 1.3.0
> Reporter: Elias Levy
>
> {{BoundedOutOfOrdernessTimestampExtractor}} attempts to emit watermarks that lag behind the largest observed timestamp by a configurable time delta. It fails to so in some circumstances.
> The class extends {{AssignerWithPeriodicWatermarks}}, which generates watermarks in periodic intervals. The timer for this intervals is a processing time timer.
> In circumstances where there is a rush of events (restarting Flink, unpausing an upstream producer, loading events from a file, etc), many events with timestamps much larger that what the configured bound would normally allow will be sent downstream without a watermark. This can have negative effects downstream, as operators may be buffering the events waiting for a watermark to process them, thus leading the memory growth and possible out-of-memory conditions.
> It is probably best to have a bounded out of orderliness extractor that is based on the punctuated timestamp extractor, so we can ensure that watermarks are generated in a timely fashion in event time, with the addition of process time timer to generate a watermark if there has been a lull in events, thus also bounding the delay of generating a watermark in processing time.
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