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https://issues.apache.org/jira/browse/BEAM-5105?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Chamikara Jayalath resolved BEAM-5105.
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Resolution: Fixed
> Move load job poll to finishBundle() method to better parallelize execution
> ---------------------------------------------------------------------------
>
> Key: BEAM-5105
> URL: https://issues.apache.org/jira/browse/BEAM-5105
> Project: Beam
> Issue Type: Improvement
> Components: io-java-gcp
> Reporter: Chamikara Jayalath
> Assignee: Reuven Lax
> Priority: Major
> Fix For: 2.8.0
>
> Time Spent: 2h 20m
> Remaining Estimate: 0h
>
> It appears that when we write to BigQuery using WriteTablesDoFn we start a
> load job and wait for that job to finish.
> [https://github.com/apache/beam/blob/master/sdks/java/io/google-cloud-platform/src/main/java/org/apache/beam/sdk/io/gcp/bigquery/WriteTables.java#L318]
>
> In cases where we are trying to write a PCollection of tables (for example,
> when user use dynamic destinations feature) this relies on dynamic work
> rebalancing to parallellize execution of load jobs. If the runner does not
> support dynamic work rebalancing or does not execute dynamic work rebalancing
> from some reason this could have significant performance drawbacks. For
> example, scheduling times for load jobs will add up.
>
> A better approach might be to start load jobs at process() method but wait
> for all load jobs to finish at finishBundle() method. This will parallelize
> any overheads as well as job execution (assuming more than one job is
> schedule by BQ.).
>
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