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Declarative data diff engine for tables, powered by Polars. Output Excel, HTML, or Typst PDF.

Project description

diffino

Declarative data diff engine for tables, powered by Polars. Compare Excel, CSV, or Parquet files and generate detailed reports with character-level inline diffs.

Installation

pip install .

Quick Start

  1. Prepare a config file:
sources:
  left:
    type: excel
    path: data/left.xlsx
  right:
    type: excel
    path: data/right.xlsx

compare:
  - left_sheet: Sheet1
    key_columns:
      - ID
    ignore_columns:
      - Notes

output:
  formats:
    - excel
    - html
  1. Run diffino:
diffino run config.yaml
  1. View the generated reports.

Features

  • Multi-format sources: Excel, CSV, Parquet (DuckDB planned)
  • Key-based or fingerprint matching: Compare by composite keys or full-row hashes
  • Column preprocessing: Decimal rounding, text normalization, case sensitivity control
  • Character-level inline diff: Precise word-level change highlighting — red strikethrough for deleted text, green for inserted text
  • Three output formats:
    • Excel: Side-by-side old/new rows, yellow-highlighted changed cells with rich-text inline diffs ([-deleted-], [+inserted+])
    • HTML: Self-contained report with <del>/<ins> tags and JS filtering
    • Typst: (stub, full template support planned)
  • Excel styles:
    • track: old data baseline with changes overlaid inline — like Word track changes
    • final: new values with yellow highlights on changed cells
    • side_by_side: old row (red) + new row (green) for visual comparison
  • Change log sheet: Summary of all changes in a dedicated sheet

CLI Commands

diffino run config.yaml       # Run comparison
diffino validate config.yaml  # Validate config only

Configuration Reference

See config.example.yaml for a complete example. Key options:

Section Field Description
sources left / right File type (excel, csv, parquet) and path
compare[] left_sheet Sheet name in left file
compare[] right_sheet Sheet name in right file (defaults to left_sheet)
compare[] key_columns Column names used for row matching
compare[] fingerprint Use full-row hash instead of key columns
compare[] ignore_columns Columns to exclude from comparison
compare[] column_rules Preprocessing rules (decimal, text)
output formats List of excel, html, typst
output.excel style final or side_by_side

License

MIT

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