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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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Wenchen Fan resolved SPARK-56651.
---------------------------------
Fix Version/s: 4.2.0
Resolution: Fixed
Issue resolved by pull request 56069
[https://github.com/apache/spark/pull/56069]
> 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
> Assignee: Andreas Neumann
> Priority: Major
> Labels: pull-request-available
> Fix For: 4.2.0
>
>
> 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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