PandaFlex (PFX) - A new efficient data format for pandas
Project description
PandaFlex (PFX) - The Next-Generation Data Format
PandaFlex (PFX) is a revolutionary new data format designed specifically for pandas that combines the best features of JSON, CSV, and Parquet while adding unique advantages:
✅ Human-readable like JSON and CSV ✅ Schema-aware like Parquet ✅ Columnar storage for efficient processing ✅ Type preservation with automatic inference ✅ Metadata support for rich dataset documentation ✅ Compression-ready for storage efficiency ✅ Fast random access to data ✅ Pandas native with seamless integration
Why PandaFlex?
| Feature | PFX | JSON | CSV | Parquet |
|---|---|---|---|---|
| Human-readable | ✅ | ✅ | ✅ | ❌ |
| Schema-aware | ✅ | ❌ | ❌ | ✅ |
| Type preservation | ✅ | ✅ | ❌ | ✅ |
| Columnar storage | ✅ | ❌ | ❌ | ✅ |
| Metadata | ✅ | ❌ | ❌ | ✅ |
| Compression | ✅ | ❌ | ❌ | ✅ |
| Random access | ✅ | ❌ | ❌ | ✅ |
| Pandas native | ✅ | ❌ | ✅ | ✅ |
Installation
pip install pandaflex
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