PyLingual - Python Decompiler for 3.6+

PyLingual is a CPython bytecode decompiler supporting all released Python versions since 3.6. For information about the design and implementation of PyLingual, please refer to our research paper.

PyLingual can be run through our web service or run locally.

This codebase is optimized for readability and future extension, so there may initially be some control flow accuracy regression compared to the version hosted on the web service.

Requirements

• uv Python package manager (installation), used for project dependencies and managed Python versions.

Decompiling End-Of-Life Python Versions

To verify decompilation correctness and produce model training sets, PyLingual requires the ability to compile Python in the target version.

For current Python versions (3.8-3.14), PyLingual uses uv's managed installations, but for Python 3.6 and 3.7, PyLingual uses pyenv (pyenv-win for Windows).

Setup

Install from source, using uv:

git clone https://github.com/syssec-utd/pylingual
uv tool install ./pylingual

Usage

Usage: pylingual [OPTIONS] [FILES]...

  End to end pipeline to decompile Python bytecode into source code.

Options:
  -o, --out-dir PATH      The directory to export results to.
  -c, --config-file PATH  Config file for model information.
  -v, --version VERSION   Python version of the .pyc, default is auto
                          detection.
  -k, --top-k INT         Maximum number of additional segmentations to
                          consider.
  -q, --quiet             Suppress console output.
  --trust-lnotab          Use the lnotab for segmentation instead of the
                          segmentation model.
  --init-pyenv            Install pyenv before decompiling.
  -h, --help              Show this message and exit.

Demo

Support

If you have any issues for installing and using PyLingual, please create an issue or send your message via our support email at pylingual.io@gmail.com.