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EasyDataFix v0.1.3 – Data Source Architecture

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@suneelprojects suneelprojects released this 11 Jul 15:38
v0.1.3
7d384db
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🚀 EasyDataFix v0.1.3

Highlights

  • Modular Data Source architecture
  • Registry-driven DatasetLoader
  • JSON support
  • Parquet support
  • Pandas DataFrame support
  • DatasetProfiler now supports all input formats
  • Backward-compatible API

New

  • easydatafix.datasources package
  • DataSource
  • DataSourceRegistry
  • DatasetLoader
  • default_registry
  • build_default_registry

Improvements

  • Extensible architecture for future data sources
  • Shared loader across assess, fix and profile
  • Cleaner separation of responsibilities

Bug Fixes

  • Fixed edf.profile() for Excel
  • Fixed edf.profile() for JSON
  • Fixed edf.profile() for Parquet
  • Fixed edf.profile() for DataFrame

Compatibility

No breaking API changes.

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