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[SPARK-30423][SQL] Deprecate UserDefinedAggregateFunction
### What changes were proposed in this pull request? * Annotate UserDefinedAggregateFunction as deprecated by SPARK-27296 * Update user doc examples to reflect new ability to register typed Aggregator[IN, BUF, OUT] as an untyped aggregating UDF ### Why are the changes needed? UserDefinedAggregateFunction is being deprecated ### Does this PR introduce any user-facing change? Changes are to user documentation, and deprecation annotations. ### How was this patch tested? Testing was via package build to verify doc generation, deprecation warnings, and successful example compilation. Closes #27193 from erikerlandson/spark-30423. Authored-by: Erik Erlandson <eerlands@redhat.com> Signed-off-by: Wenchen Fan <wenchen@databricks.com>
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