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feat: validate duplicate column names in pyarrow and duckdb #1815

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IsaiasGutierrezCruz
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What type of PR is this? (check all applicable)

  • πŸ’Ύ Refactor
  • ✨ Feature
  • πŸ› Bug Fix
  • πŸ”§ Optimization
  • πŸ“ Documentation
  • βœ… Test
  • 🐳 Other

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  • Code follows style guide (ruff)
  • Tests added
  • [] Documented the changes

If you have comments or can explain your changes, please do so below

To test the validations, I added three methods in the file tests/frame/schema_test.py. @MarcoGorelli, if you think these would be more appropriate in another file, please feel free to let me know. Additionally, I had to add duckdb as a dependency to the extreme GitHub Actions workflow to accommodate these tests.

@MarcoGorelli
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Thanks! I'll check the perf impact here in case it's significant

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enh: validate duplicate column names in pyarrow and duckdb
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