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Posted to issues@flink.apache.org by "Roman Khachatryan (Jira)" <ji...@apache.org> on 2024/03/01 10:08:00 UTC

[jira] [Updated] (FLINK-34559) TVF Window Aggregations might stuck

     [ https://issues.apache.org/jira/browse/FLINK-34559?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Roman Khachatryan updated FLINK-34559:
--------------------------------------
    Fix Version/s: 1.19.0

> TVF Window Aggregations might stuck
> -----------------------------------
>
>                 Key: FLINK-34559
>                 URL: https://issues.apache.org/jira/browse/FLINK-34559
>             Project: Flink
>          Issue Type: Bug
>          Components: Table SQL / Runtime
>    Affects Versions: 1.19.0, 1.18.1
>            Reporter: Roman Khachatryan
>            Assignee: Roman Khachatryan
>            Priority: Major
>             Fix For: 1.19.0
>
>
> RecordsWindowBuffer flushes buffered records in the following cases:
>  * watermark
>  * checkpoint barrier
>  * buffer overflow
>  
> In two-phase aggregations, this creates the following problems:
> 1) Local aggregation: enters hard-backpressure because for flush, it outputs the data downstream and doesn't check network buffer availability
> This already disrupts normal checkpointing and watermarks progression
>  
> 2) Global aggregation: 
> When the window is large enough and/or the watermark is lagging, lots of data is flushed to state backend (and the state is updated) in checkpoint SYNC phase.
>  
> All this eventually causes checkpoint timeouts (10 minutes in our env).
>  
> Example query
> {code:java}
> INSERT INTO `target_table` 
> SELECT window_start, window_end, some, attributes, SUM(view_time) AS total_view_time, COUNT(*) AS num, LISTAGG(DISTINCT page_url) AS pages 
> FROM TABLE(TUMBLE(TABLE source_table, DESCRIPTOR($rowtime), INTERVAL '1' HOUR)) 
> GROUP BY window_start, window_end, some, attributes;{code}
>  
> As a quick fix, we might want to:
>  # limit the amount of data buffered in Global Aggregation nodes
>  # disable two-phase aggregations, i.e. Local Aggregations (we can try to limit buffing there two, but network buffer availability can not be easily checked from the operator)



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