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Posted to issues@beam.apache.org by "Kenneth Knowles (Jira)" <ji...@apache.org> on 2020/05/15 22:53:00 UTC

[jira] [Commented] (BEAM-10005) Unable to use ApproximateQuantiles.globally/ApproximateUnique.globally when inputs not windowed by GlobalWindows

    [ https://issues.apache.org/jira/browse/BEAM-10005?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17108723#comment-17108723 ] 

Kenneth Knowles commented on BEAM-10005:
----------------------------------------

CC [~robertwb] as I recall, you had some opinion about this. I think there was a dev thread about the options here.

> Unable to use ApproximateQuantiles.globally/ApproximateUnique.globally when inputs not windowed by GlobalWindows
> ----------------------------------------------------------------------------------------------------------------
>
>                 Key: BEAM-10005
>                 URL: https://issues.apache.org/jira/browse/BEAM-10005
>             Project: Beam
>          Issue Type: Bug
>          Components: sdk-java-core
>    Affects Versions: 2.20.0
>            Reporter: Darshan Jani
>            Assignee: Darshan Jani
>            Priority: Major
>
> Unable to use ApproximateQuantiles.globally or ApproximateUnique.globally with input windowed not using GlobalWindows.
> To make it run we need to set either 
> {code:java}
> .withoutDefaults()
> {code}
> or
> {code:java}
> .asSingletonView()
> {code}
> Currently we can't call any of the above on ApproximateQuantiles.globally()/ApproximateUnique.globally as it does not return underlying Combine.globally, but PTransform or Globally<T> in case of ApproximateUnique.
> Example failing case:
> {code:java}
> PCollection<Long> elements = p.apply(GenerateSequence.from(0).to(100)
>               .withRate(1,Duration.millis(1)).withTimestampFn(Instant::new));
>       PCollection<List<Long>> input = elements
>               .apply(Window.into(SlidingWindows.of(Duration.millis(3)).every(Duration.millis(1))))
>               .apply(ApproximateQuantiles.globally(17));
> {code}
> It throws expected error from internal Combine.globally() transform:
> {code:java}
> Default values are not supported in Combine.globally() if the input PCollection is not windowed by GlobalWindows. Instead, use Combine.globally().withoutDefaults() to output an empty PCollection if the input PCollection is empty, or Combine.globally().asSingletonView() to get the default output of the CombineFn if the input PCollection is empty.
> {code}



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