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https://issues.apache.org/jira/browse/SPARK-56651?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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ASF GitHub Bot updated SPARK-56651:
-----------------------------------
    Labels: pull-request-available  (was: )

> Add AutoCDC Python API
> ----------------------
>
>                 Key: SPARK-56651
>                 URL: https://issues.apache.org/jira/browse/SPARK-56651
>             Project: Spark
>          Issue Type: Sub-task
>          Components: Declarative Pipelines, PySpark
>    Affects Versions: 4.1.1
>            Reporter: Andreas Neumann
>            Priority: Major
>              Labels: pull-request-available
>
> Add an API to the exiting pipelines package to configure an AutoCDC flow. 
> Example:
> {code:java}
> dp.create_auto_cdc_flow(
>   target="customers",
>   source="customers_cdc_clean",
>   stored_as_scd_type="1",
>   keys=["id"],
>   sequence_by=col("operation_date"),
>   ignore_null_updates_column_list=[]
>   apply_as_deletes=expr("operation = 'DELETE'"),
>   except_column_list=["operation", "operation_date", "_rescued_data"],
> ) {code}



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