datatile

library1.0.3pypypi✓ verified 84d ago

A library for managing, summarizing, and visualizing data, built on top of pandas. Current version 1.0.3, released sporadically with maintenance updates.

data

pip install datatile

github ↗package ↗

INSTALL

IMPORT

SIG · DATATILE

datatile

datapythonv1.0.3

Install

1.8s avg

Import

—

Disk

17MB

Pass rate

10/ 10

Env Coverage10 / 10

glibc

3.9–3.13

musl

3.9–3.13

Install & Compatibility

Where this runs

tested against v1.0.3 · pip install

no network on importno background threads

Install × environment matrix

Each cell = how many times install + import succeeded across repeated harness runs. Partial = flaky.
glibc = Debian/Ubuntu slim · musl = Alpine Linux

musl

py 3.10–3.95 runs

installs and imports cleanly · install 0.0s · import 0.000s · 19.2MB

glibc

py 3.10–3.95 runs

installs and imports cleanly · install 1.8s · import 0.000s · 20MB

17MB installed

● package 17MB

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

Summary

✓ import datatile

✗ from datatile import Summary

Create a summary object from a DataFrame and print a dict of statistics.

import pandas as pd from datatile import Summary df = pd.DataFrame({'a': [1,2,3], 'b': [4,5,6]}) summary = Summary(df) print(summary.to_dict())

Debug

Known issues

gotchaDataTile summary methods may silently drop non-numeric columns. Always check that your DataFrame has numeric types for intended columns.

fix

Use df.select_dtypes(include='number') before passing to Summary.

affects: all

deprecatedThe 'Histogram' class was deprecated in 1.0.0 and removed. Use matplotlib or seaborn directly.

fix

Replace `from datatile import Histogram` with direct plotting via matplotlib.

affects: >=1.0.0

gotchaThe `to_dict()` method may return nested dictionaries with inconsistent key naming (snake_case vs camelCase) depending on version. Check the output carefully.

fix

Inspect keys after calling to_dict() and normalize as needed.

affects: <=1.0.3

Upgrade

Version history

1.0.3latest on PyPI · released Aug 14, 2022

Audit

Dependencies

pandasrequiredCore dependency for data structures

matplotliboptionalUsed for plotting

seabornoptionalEnhanced visualizations

Agent activity

7 hits · last 30 days

node

OpenAI (training)

Resources

githubhttps://github.com/polyaxon/datatile ↗

packagehttps://pypi.org/project/datatile/ ↗