fix: native_datafusion: case-insensitive mode doesn't detect duplicate/ambiguous Parquet fields

[vaibhawvipul]

Which issue does this PR close?

Closes #3760 .

Rationale for this change

When running Spark SQL tests with native_datafusion scan, tests expecting errors for duplicate/ambiguous fields in case-insensitive mode fail because DataFusion's Parquet reader doesn't enforce Spark's case-sensitivity validation. Instead of detecting duplicates and raising the proper Spark error, the native reader silently returns wrong results or falls back to Spark.

What changes are included in this PR?

Native duplicate field detection (Rust):

• Added per-column duplicate detection in schema_adapter.rs via check_column_duplicate() - checks each Column expression in the physical plan for ambiguous case-insensitive matches against the original physical schema

Removed plan-time fallback (Scala):

• Removed the fallback block in CometScanRule.scala that detected duplicate field names at plan time and fell back to Spark - duplicates are now detected at read time in the native reader

Spark SQL test diffs (3.4.3, 3.5.8, 4.0.1):

• Removed IgnoreCometNativeDataFusion annotations for issue-3760 from FileBasedDataSourceSuite and ParquetFilterSuite
• Adapted error interception in tests to handle both Spark's SparkException(FAILED_READ_FILE) wrapper and Comet's direct SparkRuntimeException

How are these changes tested?

• Rust and Scala tests
• Spark SQL tests verified:
  • Spark native readers should respect spark.sql.caseSensitive - parquet
  • SPARK-25207: exception when duplicate fields in case-insensitive mode

[vaibhawvipul]

A lot of the CI failures are the following -

/usr/bin/docker pull amd64/rust
  Using default tag: latest
  Error response from daemon: Head "https://registry-1.docker.io/v2/amd64/rust/manifests/latest": toomanyrequests: too many failed login attempts for username or IP address
  Warning: Docker pull failed with exit code 1, back off 1.615 seconds before retry.
  /usr/bin/docker pull amd64/rust
  Using default tag: latest
  Error response from daemon: Head "https://registry-1.docker.io/v2/amd64/rust/manifests/latest": toomanyrequests: too many failed login attempts for username or IP address
  Warning: Docker pull failed with exit code 1, back off 8.993 seconds before retry.
  /usr/bin/docker pull amd64/rust
  Using default tag: latest
  Error response from daemon: Head "https://registry-1.docker.io/v2/amd64/rust/manifests/latest": toomanyrequests: too many failed login attempts for username or IP address
  Error: Docker pull failed with exit code 1

any ideas how to fix them?

[vaibhawvipul]

only clippy issue in CI, fixed.

[andygrove]

Sorry @vaibhawvipul, could you fix the conflict

[andygrove]

LGTM. Will review again once conflict is fixed.

[vaibhawvipul]

@andygrove thank you. I have fixed the merge conflict.

[andygrove]

LGTM. Thanks @vaibhawvipul