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https://issues.apache.org/jira/browse/SPARK-60368?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-60368:
-----------------------------------
    Labels: pull-request-available  (was: )

> SCD1 Ignore-null support; Dispatch leaf-level reconciliation and target merge
> -----------------------------------------------------------------------------
>
>                 Key: SPARK-60368
>                 URL: https://issues.apache.org/jira/browse/SPARK-60368
>             Project: Spark
>          Issue Type: Sub-task
>          Components: Declarative Pipelines
>    Affects Versions: 4.4.0
>            Reporter: Anish Mahto
>            Priority: Major
>              Labels: pull-request-available
>
> Connects the previously introduced SCD1 ignore-null (leaf-level) components, 
> so that a microbatch is reconciled and merged end to end while maintaining 
> each target row's version map.
> Concretely, `Scd1BatchProcessor` now uses 
> `Scd1LeafLevelReconciliation.reconcileMicrobatch` and 
> `Scd1LeafLevelTargetMerge` whenever an ignore-null selection is set, 
> including one that selects no columns. Without a selection, it keeps the 
> row-level path, so existing flows behave exactly as before.
> Clients still can't use ignore-null, because 
> `GraphValidations.validateNoAutoCdcIgnoreNullSelection` rejects it. This 
> change adds end-to-end tests that bypass graph validation by constructing 
> `Scd1BatchProcessor` directly. They cover ignore-null selection changes 
> between microbatches and retries after a partial merge.



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