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Add deduplication logic #1

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15c53eb
Add deduplication logic
PaliC Jun 23, 2025
2ad5e80
magic number removal
PaliC Jun 23, 2025
a30f85d
Add deduplicated datasets
PaliC Jun 24, 2025
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15 changes: 15 additions & 0 deletions README.md
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Expand Up @@ -34,3 +34,18 @@ python export.py

The script will create a directory at the specified output path containing the dataset in Parquet format. If `--output_dir` is not provided, it will save to `dataset` in the current working directory.

## Tests
The deduplication scripts can be tested by running
```bash
python test_dedup.py
# if you have pytest you can run
python -m pytest test_dedup.py -v
```
To test things we actually create a fake dataset. Here are the features of it
The test creates a 50-entry dataset with:
- **Exact duplicates**: First 5 entries use identical code
- **Fuzzy duplicates**: Next 5 entries use similar code with small variations
- **Multiple run modes**: `leaderboard`, `test`, `benchmark`
- **Mixed success states**: Both `True` and `False` values for `run_passed`
- **Realistic struct data**: Complex nested structures for `run_result`, `run_compilation`, `run_meta`, and `run_system_info`
- **Proper timestamps**: All timestamp fields include timezone information
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