Metadata-Version: 2.4
Name: pyranges1
Version: 1.3.7
Summary: GenomicRanges for Python.
Author-email: Endre Bakken Stovner <endbak@hey.com>, Marco Mariotti <marco.mariotti@ub.edu>
License: MIT
Project-URL: Homepage, http://github.com/pyranges/pyranges_1.x
Keywords: bioinformatics,genomicranges,genomics
Classifier: Programming Language :: Python :: 3
Classifier: Development Status :: 4 - Beta
Classifier: Environment :: Other Environment
Classifier: Intended Audience :: Developers
Classifier: Intended Audience :: Science/Research
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: POSIX :: Linux
Classifier: Operating System :: MacOS :: MacOS X
Classifier: Topic :: Scientific/Engineering
Requires-Python: >=3.12.0
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: pandas
Requires-Dist: tabulate
Requires-Dist: natsort
Requires-Dist: ruranges>=0.1.4
Requires-Dist: gtfreader>=0.2.0
Provides-Extra: add-ons
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Dynamic: license-file

# pyranges

## Introduction

Pyranges is a Python library with a Rust backend for efficient and intuitive manipulation of genomics data,
particularly genomic intervals (like genes, genomic features, or reads).
The library is optimized for fast querying and manipulation of genomic annotations.
It enables intuitive and highly efficient pipelines for genomic analysis.

*"Finally ... This was what Python badly needed for years."* - Heng Li

## Version 1.x
This is version 1.x of pyranges. It is a complete rewrite of the original pyranges library, 
soon to replace the "default" original one (version 0). If you are a v0 user, check the migration guide 
in the documentation.

## Documentation

The pyranges documentation, including installation instructions, API, tutorial, and how-to-pages, is 
available at https://pyranges1.readthedocs.io/

## Recent Changelog

```
# 1.3.6 (27.03.26)
- require `ruranges>=0.1.3`
- pick up the `ruranges` fix for `contained_intervals_only=True` overlaps when intervals share the same start coordinate
- fix `merge_overlaps` docs to refer to `count_col` instead of a nonexistent `count` parameter

# 1.3.5 (18.03.26)
- move GTF reading and attribute parsing onto the new `gtfreader>=0.2.0` dependency
- preserve semicolons inside quoted GTF attributes and keep duplicate quoted attributes in `to_rows_keep_duplicates`
- read GTF `Source` and `Frame` columns as categorical dtypes
- update GTF docs and doctests to reflect the new categorical display and supported duplicate-attribute format
- speed up GTF parsing

# 1.3.4 (14.03.26)
- accept ; in quotes in gtf attrs
- also speed up gtf parsing

# 1.3.3 (13.03.26)
- nearest_ranges: treat touching intervals as nearest matches with distance 1 instead of overlapping matches
- document touching-interval nearest behavior in doctests

# 1.3.2 (27.02.26)
- pandas 3 compatibility: removed pandas<3 constraint and aligned test matrix/dependencies
- update doctests/unit test expectations to pandas 3 native formatting (including `str` dtype display)
- remove dtype display normalization workaround in table rendering
- fix pandas 3 copy-on-write/read-only array issue in coverage path used by bigwig/rle conversion
- improve groupby `prod` compatibility across pandas 2/3 edge cases

```

## Install

Pyranges 1.x requires python ≥3.12. Minimal installation: 

```bash
pip install pyranges1
```

This installs and requires `ruranges>=0.1.3` automatically.

Installation including all optional dependencies:

```bash
pip install pyranges1[all]
```

Details at https://pyranges1.readthedocs.io/en/latest/installation.html


## Features

  - fast
  - memory-efficient
  - featureful
  - pythonic/pandastic

## Paper/Cite

For v1:

Stovner EB, Ticó M, Muñoz del Campo E, Pallarès-Albanell J, Chawla K, Sætrom P, Mariotti M (2025) Pyranges v1: a Python framework for ultrafast sequence interval operations.
*bioRxiv* 2025.12.11.693639; doi: https://doi.org/10.64898/2025.12.11.693639


For v0:

Stovner EB, Sætrom P (2020) PyRanges: efficient comparison of genomic intervals in Python. 
*Bioinformatics 36(3):918-919*  http://dx.doi.org/10.1093/bioinformatics/btz615

## Supporting pyranges

  - most importantly, cite pyranges if you use it. It is the main metric funding sources care about.
  - use pyranges in Stack Overflow/biostars questions and answers
  - star the repo (possibly important for github visibility and as a proxy for project popularity)

## Asking for help

If you encounter bugs, or the documentation is not enough a cannot accomplish a specific task of interest, 
or if you'd like new features implemented, open an Issue at github: https://github.com/pyranges/pyranges/issues

## Contributing to pyranges

Pyranges accepts code contributions in form of pull request. 
For details, visit [https://pyranges1.readthedocs.io/developer_guide.html](https://pyranges1.readthedocs.io/en/latest/developer_guide.html)

## Cheatsheet
![cheatsheet](https://raw.githubusercontent.com/pyranges/pyrangeyes/for_pyranges1_1/images/pyranges_cheatsheet.png)
(The cheatsheet above was created with pyrangeyes, a companion graphical library:  https://pyrangeyes.readthedocs.io/)
