[AURON #2170] Add aggregate suite wrappers for Spark versions

[myandpr]

Which issue does this PR close?

Closes #2170

Rationale for this change

Spark 3.3 already has aggregate correctness test wrappers. This PR extends the same aggregate correctness coverage to the other supported Spark test modules requested by the issue.

What changes are included in this PR?

• Add aggregate correctness suite wrappers for:
  • Spark 3.1
  • Spark 3.2
  • Spark 3.4
  • Spark 3.5
  • Spark 4.0
  • Spark 4.1
• Enable these suites in each corresponding AuronSparkTestSettings:
  • AuronDataFrameAggregateSuite
  • AuronDatasetAggregatorSuite
  • AuronTypedImperativeAggregateSuite
• Keep the same DataFrame aggregate suite exclusions as the existing Spark 3.3 wrapper.

Are there any user-facing changes?

No. This PR only adds test coverage.

How was this patch tested?

• Test compile for affected Spark 3.x test modules
• Existing aggregate test suites

[myandpr]

Hi @slfan1989 , could you help review this PR when convenient?

It extends the existing Spark 3.3 aggregate correctness test wrappers to the other supported Spark versions requested in #2170.

Thanks very much!

[Copilot]

Pull request overview

This PR extends Auron’s aggregate correctness test coverage by adding Spark aggregate-suite wrapper classes for additional supported Spark versions (3.1, 3.2, 3.4, 3.5, 4.0, 4.1) and enabling them via each version’s AuronSparkTestSettings, mirroring the existing Spark 3.3 setup.

Changes:

• Added AuronDataFrameAggregateSuite, AuronDatasetAggregatorSuite, and AuronTypedImperativeAggregateSuite wrappers for Spark 3.1/3.2/3.4/3.5/4.0/4.1 test modules.
• Enabled the new suites in each corresponding AuronSparkTestSettings.
• Kept the same DataFrame aggregate suite exclusions as the existing Spark 3.3 wrapper (including excluding the original SPARK-19471 test in favor of the Auron-specific variant).

Reviewed changes

Copilot reviewed 24 out of 24 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
auron-spark-tests/spark31/src/test/scala/org/apache/spark/sql/AuronDataFrameAggregateSuite.scala	Adds Spark 3.1 DataFrame aggregate wrapper with Auron-specific plan assertions for SPARK-19471.
auron-spark-tests/spark31/src/test/scala/org/apache/spark/sql/AuronDatasetAggregatorSuite.scala	Adds Spark 3.1 dataset aggregator suite wrapper.
auron-spark-tests/spark31/src/test/scala/org/apache/spark/sql/AuronTypedImperativeAggregateSuite.scala	Adds Spark 3.1 typed imperative aggregate suite wrapper.
auron-spark-tests/spark31/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala	Enables the new aggregate-related suites for Spark 3.1 with matching exclusions.
auron-spark-tests/spark32/src/test/scala/org/apache/spark/sql/AuronDataFrameAggregateSuite.scala	Adds Spark 3.2 DataFrame aggregate wrapper with Auron-specific plan assertions for SPARK-19471.
auron-spark-tests/spark32/src/test/scala/org/apache/spark/sql/AuronDatasetAggregatorSuite.scala	Adds Spark 3.2 dataset aggregator suite wrapper.
auron-spark-tests/spark32/src/test/scala/org/apache/spark/sql/AuronTypedImperativeAggregateSuite.scala	Adds Spark 3.2 typed imperative aggregate suite wrapper.
auron-spark-tests/spark32/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala	Enables the new aggregate-related suites for Spark 3.2 with matching exclusions.
auron-spark-tests/spark34/src/test/scala/org/apache/spark/sql/AuronDataFrameAggregateSuite.scala	Adds Spark 3.4 DataFrame aggregate wrapper with Auron-specific plan assertions for SPARK-19471.
auron-spark-tests/spark34/src/test/scala/org/apache/spark/sql/AuronDatasetAggregatorSuite.scala	Adds Spark 3.4 dataset aggregator suite wrapper.
auron-spark-tests/spark34/src/test/scala/org/apache/spark/sql/AuronTypedImperativeAggregateSuite.scala	Adds Spark 3.4 typed imperative aggregate suite wrapper.
auron-spark-tests/spark34/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala	Enables the new aggregate-related suites for Spark 3.4 with matching exclusions.
auron-spark-tests/spark35/src/test/scala/org/apache/spark/sql/AuronDataFrameAggregateSuite.scala	Adds Spark 3.5 DataFrame aggregate wrapper with Auron-specific plan assertions for SPARK-19471.
auron-spark-tests/spark35/src/test/scala/org/apache/spark/sql/AuronDatasetAggregatorSuite.scala	Adds Spark 3.5 dataset aggregator suite wrapper.
auron-spark-tests/spark35/src/test/scala/org/apache/spark/sql/AuronTypedImperativeAggregateSuite.scala	Adds Spark 3.5 typed imperative aggregate suite wrapper.
auron-spark-tests/spark35/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala	Enables the new aggregate-related suites for Spark 3.5 with matching exclusions.
auron-spark-tests/spark40/src/test/scala/org/apache/spark/sql/AuronDataFrameAggregateSuite.scala	Adds Spark 4.0 DataFrame aggregate wrapper with Auron-specific plan assertions for SPARK-19471.
auron-spark-tests/spark40/src/test/scala/org/apache/spark/sql/AuronDatasetAggregatorSuite.scala	Adds Spark 4.0 dataset aggregator suite wrapper.
auron-spark-tests/spark40/src/test/scala/org/apache/spark/sql/AuronTypedImperativeAggregateSuite.scala	Adds Spark 4.0 typed imperative aggregate suite wrapper.
auron-spark-tests/spark40/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala	Enables the new aggregate-related suites for Spark 4.0 with matching exclusions.
auron-spark-tests/spark41/src/test/scala/org/apache/spark/sql/AuronDataFrameAggregateSuite.scala	Adds Spark 4.1 DataFrame aggregate wrapper with Auron-specific plan assertions for SPARK-19471.
auron-spark-tests/spark41/src/test/scala/org/apache/spark/sql/AuronDatasetAggregatorSuite.scala	Adds Spark 4.1 dataset aggregator suite wrapper.
auron-spark-tests/spark41/src/test/scala/org/apache/spark/sql/AuronTypedImperativeAggregateSuite.scala	Adds Spark 4.1 typed imperative aggregate suite wrapper.
auron-spark-tests/spark41/src/test/scala/org/apache/auron/utils/AuronSparkTestSettings.scala	Enables the new aggregate-related suites for Spark 4.1 with matching exclusions.

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[ShreyeshArangath]

LGTM, thanks for working on this. Can you fix the merge conflicts and I'll give you a ✅

[myandpr]

LGTM, thanks for working on this. Can you fix the merge conflicts and I'll give you a ✅

@ShreyeshArangath @slfan1989 Thanks for the review! Conflicts have been resolved. Could you please take another look?