HaJunYoo opened a new pull request, #57713:
URL: https://github.com/apache/airflow/pull/57713

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   closes: #56134
   
   Add `flatten_structure` parameter to `GCSToS3Operator` that removes 
directory structure from transferred files, uploading only the filename to  the 
S3 destination path.
   
   **Summary**
   
     This PR adds a new `flatten_structure` parameter to the `GCSToS3Operator` 
that allows users to upload files with only their filenames, removing  the full 
directory path structure.
   
   **Use case/motivation**
   
     Currently, `GCSToS3Operator` always preserves the full GCS object path 
when uploading to S3. This makes it impossible to reorganize file   structure 
during transfer without creating intermediate buckets or complex workarounds.
   
   **Example:**
     ```python
     # Before (current behavior)
     GCSToS3Operator(
         gcs_bucket="my-bucket",
         prefix="data/2025/01/15/file.parquet",
         dest_s3_key="s3://target-bucket/processed/"
     )
     # Results in: s3://target-bucket/processed/data/2025/01/15/file.parquet
   
     # After (with flatten_structure=True)
     GCSToS3Operator(
         gcs_bucket="my-bucket",
         prefix="data/2025/01/15/file.parquet",
         dest_s3_key="s3://target-bucket/processed/2025/01/15/",
         flatten_structure=True
     )
     # Results in: s3://target-bucket/processed/2025/01/15/file.parquet
   ```
   
     **Changes**
   
     - Add flatten_structure parameter (default: False for backward 
compatibility)
     - Add _transform_file_path() method for path transformation logic
     - Add duplicate filename detection and warning when files would overwrite
     - Update file comparison logic to handle transformed paths
     - Add comprehensive test coverage (5 new test cases)
     - Update docstring with parameter documentation
   
     **Test plan**
   
     - Unit tests for _transform_file_path() method with various path patterns
     - Integration tests for flatten_structure=True functionality
     - Edge case tests for duplicate filename handling and warnings
     - Backward compatibility tests ensuring existing behavior unchanged
     - Parameter conflict tests (flatten_structure + keep_directory_structure)
     - All existing tests continue to pass
   
     **Backward compatibility**
   
     This change is fully backward compatible:
     - Default value is False, preserving existing behavior
     - No changes to existing method signatures
     - All existing tests pass without modification
   
   
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   ---
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