[AURON #1816][Correctness Testing] Spark 3.3 - Add Parquet related tests

[ShreyeshArangath]

Which issue does this PR close?

Closes #1816

Rationale for this change

Part of the effort to add correctness testing for Auron: #1745

What changes are included in this PR?

Adds test for Parquet which extends the ParquetIOSuite in Spark

Are there any user-facing changes?

N/A

How was this patch tested?

Ran the tests using spark-tests profile

[Copilot]

Pull request overview

This pull request adds comprehensive Parquet-related test coverage for Auron with Spark 3.3, contributing to the correctness testing initiative (issue #1745). The PR introduces 35 new test suite classes that extend Spark's existing Parquet test suites and mix in Auron's custom testing base traits to enable native engine testing.

Changes:

• Added 35 Parquet test suites covering various aspects: IO operations, query execution, schema handling, filtering, partitioning, vectorization, encoding, compression, compatibility (Avro/Protobuf/Thrift), field IDs, and datetime rebasing
• All test suites follow the wrapper pattern: extend Spark's original test class and mix in Auron's testing trait
• Tests will run with Auron's native engine enabled to verify correctness against vanilla Spark behavior

Reviewed changes

Copilot reviewed 32 out of 32 changed files in this pull request and generated no comments.

Show a summary per file

File	Description
AuronParquetIOSuite.scala	Tests for Parquet I/O operations with SparkQueryTestsBase
AuronParquetQuerySuite.scala	Tests for Parquet query execution with SparkQueryTestsBase
AuronParquetVectorizedSuite.scala	Tests for vectorized Parquet reading with SparkQueryTestsBase
AuronParquetSchemaSuite.scala	Tests for Parquet schema handling with SparkTestsSharedSessionBase
AuronParquetSchemaPruningSuite.scala	Tests for schema pruning optimization with SparkQueryTestsBase
AuronParquetSchemaInferenceSuite.scala	Tests for schema inference with SparkTestsSharedSessionBase
AuronParquetV1FilterSuite.scala	Tests for V1 Parquet filtering with SparkQueryTestsBase
AuronParquetV2FilterSuite.scala	Tests for V2 Parquet filtering with SparkQueryTestsBase
AuronParquetV1QuerySuite.scala	Tests for V1 Parquet queries with SparkQueryTestsBase
AuronParquetV2QuerySuite.scala	Tests for V2 Parquet queries with SparkQueryTestsBase
AuronParquetV1SchemaPruningSuite.scala	Tests for V1 schema pruning with SparkQueryTestsBase
AuronParquetV2SchemaPruningSuite.scala	Tests for V2 schema pruning with SparkQueryTestsBase
AuronParquetV1PartitionDiscoverySuite.scala	Tests for V1 partition discovery with SparkQueryTestsBase
AuronParquetV2PartitionDiscoverySuite.scala	Tests for V2 partition discovery with SparkQueryTestsBase
AuronParquetPartitionDiscoverySuite.scala	Tests for general partition discovery with SparkQueryTestsBase
AuronParquetFileFormatSuite.scala	Tests for Parquet file format handling with SparkQueryTestsBase
AuronParquetFileFormatV1Suite.scala	Tests for V1 file format with SparkQueryTestsBase
AuronParquetFileFormatV2Suite.scala	Tests for V2 file format with SparkQueryTestsBase
AuronParquetEncodingSuite.scala	Tests for Parquet encoding schemes with SparkQueryTestsBase
AuronParquetCompressionCodecPrecedenceSuite.scala	Tests for compression codec precedence with SparkTestsSharedSessionBase
AuronParquetColumnIndexSuite.scala	Tests for column index usage with SparkQueryTestsBase
AuronParquetFieldIdIOSuite.scala	Tests for field ID I/O operations with SparkQueryTestsBase
AuronParquetFieldIdSchemaSuite.scala	Tests for field ID schema handling with SparkTestsSharedSessionBase
AuronParquetRebaseDatetimeSuite.scala	Tests for datetime rebasing with SparkQueryTestsBase
AuronParquetRebaseDatetimeV1Suite.scala	Tests for V1 datetime rebasing with SparkQueryTestsBase
AuronParquetRebaseDatetimeV2Suite.scala	Tests for V2 datetime rebasing with SparkQueryTestsBase
AuronParquetAvroCompatibilitySuite.scala	Tests for Avro compatibility with SparkQueryTestsBase
AuronParquetProtobufCompatibilitySuite.scala	Tests for Protobuf compatibility with SparkQueryTestsBase
AuronParquetThriftCompatibilitySuite.scala	Tests for Thrift compatibility with SparkQueryTestsBase
AuronParquetCompatibilityTest.scala	General compatibility tests with SparkQueryTestsBase
AuronParquetInteroperabilitySuite.scala	Tests for interoperability with SparkQueryTestsBase
AuronParquetTest.scala	Base Parquet test utilities with SparkTestsSharedSessionBase

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