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Posted to issues@spark.apache.org by "Wenchen Fan (Jira)" <ji...@apache.org> on 2026/05/26 07:32:00 UTC

[jira] [Assigned] (SPARK-56956) AutoCDC Flow Execution; Introduce AutoCDC Flow Dataclasses

     [ https://issues.apache.org/jira/browse/SPARK-56956?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Wenchen Fan reassigned SPARK-56956:
-----------------------------------

    Assignee: Anish Mahto

> AutoCDC Flow Execution; Introduce AutoCDC Flow Dataclasses
> ----------------------------------------------------------
>
>                 Key: SPARK-56956
>                 URL: https://issues.apache.org/jira/browse/SPARK-56956
>             Project: Spark
>          Issue Type: Sub-task
>          Components: Declarative Pipelines
>    Affects Versions: 4.2.0, 4.3.0
>            Reporter: Anish Mahto
>            Assignee: Anish Mahto
>            Priority: Major
>              Labels: pull-request-available
>
> Introduce new flow data classes to represent an unresolved AutoCDC flow, and a resolved AutoCDC flow.
> Eventually, PySpark/SQL APIs will register an unresolved AutoCDC flow into the `GraphRegistrationContext`, and the `CoreDataflowNodeProcessor` will resolve to an SCD1 (or in the future SCD2) flow.



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