pytae

PyPI Python CI License

Pandas extensions for everyday data-science tasks (filtering, selection, reshaping, aggregation, plotting), plus a pytae CLI that exposes the same operations for inspecting and converting tabular files (.parquet, .csv, .txt, .dat, .sas7bdat) without writing any Python.

Install

pip install pytae

Library

Pandas extensions registered on pd.DataFrame — import pytae and the methods attach automatically.

  • Plotting — Plotter: method-chainable plots on pandas.plot (pip install pytae[plot])
  • Filtering — qry(): dict-based filters (equality, lists, in/not in, comparisons, intervals)
  • Selection — select(): columns by name, regex, dtype, or name pattern
  • Reshaping — long() / wide(): melt numeric columns to rows, pivot back to columns
  • Aggregation — agg_df(): auto-detects group columns and aggregates the rest
  • Utilities — to_clip(), handle_missing(), cols(), group_x()

See docs/LIBRARY.md for examples of each.

CLI

pytae data.parquet -head
pytae data.parquet -qry "'species': 'Adelie'" -select species,body_mass_g -convert -o subset.csv

See docs/CLI.md for the full flag reference.

License

MIT — see LICENSE.

Project links

Key dates

PyPI data
Data sourced directly from PyPI's database.
  • Released:
Newer release available (3.5.2)

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for life_of_py from gravatar.com life_of_py

Credits

Author: Madhukar Kumar Jha

License

MIT License

Requires

Python >=3.10

Provides Extra

dev plot

Classifiers

Report project as malware

Release files for pytae 3.1.2

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for pytae 3.1.2
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pytae-3.1.2.tar.gz 2.0 MB Details

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Table of built distributions (wheels) for pytae 3.1.2
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pytae-3.1.2-py3-none-any.whl 1.6 MB Python 3 none any Details

Total release size: 3.6 MB

Release files / pytae-3.1.2.tar.gz

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