[ 
https://issues.apache.org/jira/browse/SPARK-24699?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16539784#comment-16539784
 ] 

Apache Spark commented on SPARK-24699:
--------------------------------------

User 'tdas' has created a pull request for this issue:
https://github.com/apache/spark/pull/21746

> Watermark / Append mode should work with Trigger.Once
> -----------------------------------------------------
>
>                 Key: SPARK-24699
>                 URL: https://issues.apache.org/jira/browse/SPARK-24699
>             Project: Spark
>          Issue Type: Bug
>          Components: Structured Streaming
>    Affects Versions: 2.3.1
>            Reporter: Chris Horn
>            Priority: Major
>         Attachments: watermark-once.scala, watermark-stream.scala
>
>
> I have a use case where I would like to trigger a structured streaming job 
> from an external scheduler (once every 15 minutes or so) and have it write 
> window aggregates to Kafka.
> I am able to get my code to work when running with `Trigger.ProcessingTime` 
> but when I switch to `Trigger.Once` the watermarking feature of structured 
> streams does not persist to (or is not recollected from) the checkpoint state.
> This causes the stream to never generate output because the watermark is 
> perpetually stuck at `1970-01-01T00:00:00Z`.
> I have created a failing test case in the `EventTimeWatermarkSuite`, I will 
> create a [WIP] pull request on github and link it here.
>  
> It seems that even if it generated the watermark, and given the current 
> streaming behavior, I would have to trigger the job twice to generate any 
> output.
>  
> The microbatcher only calculates the watermark off of the previous batch's 
> input and emits new aggs based off of that timestamp.
> This state is not available to a newly started `MicroBatchExecution` stream.
> Would it be an appropriate strategy to create a new checkpoint file with the 
> most up to watermark or watermark and query stats?



--
This message was sent by Atlassian JIRA
(v7.6.3#76005)

---------------------------------------------------------------------
To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org
For additional commands, e-mail: issues-h...@spark.apache.org

Reply via email to