Library for input/output of annotated transition systems (ATSs) in a unified Markov binary (UMB) format. See the format specification for details.

pip install umbi

A short example where we read a umbfile into an SimpleAts object, modify initial states, and write it back:

import umbi
ats = umbi.ats.read("in.umb")
ats.initial_states = [ats.num_states - 1]
umbi.ats.write(ats, "out.umb")

More examples can be found in the examples folder.

umbi offers multiple levels of abstraction for working with UMB files:

TarFile and TarCoder - low-level access to umbfile contents.

ExplicitUmb - in-memory representation of a typical umbfile. Attributes are standard Python objects (lists, dicts, dataclasses) providing a deserialized view of the file contents.

SimpleAts - format-agnostic abstraction for annotated transition systems (states, transitions, annotations, etc.). Recommended for most use cases: easiest to use programmatically and remains stable across UMB format changes. See umbi.ats.examples for usage examples.

umbi provides a basic CLI for umbfile manipulation.

Options:

• --import-umb <path> - import umbfile as ExplicitUmb
• --import-ats <path> - import umbfile as SimpleAts
• --export <path> - export to umbfile (requires --import-umb or --import-ats)
• --log-level <LEVEL> - set logging level: DEBUG, INFO (default), WARNING, ERROR, CRITICAL

Example:

umbi --import-umb input.umb --export output.umb --log-level DEBUG

(optional) create and activate a python environment:

python -m venv .venv
source .venv/bin/activate

Install development dependencies:

pip install .[dev]

Run the test suite with pytest:

python -m pytest              # run all tests
python -m pytest tests/tar/   # run specific test directory
python -m pytest -k test_name # run tests matching pattern

Current test coverage:

• binary - serialization and binary data handling
• datatypes - data type definitions and conversions
• tar - tarfile I/O and utilities

Pre-commit hooks automatically run code quality checks before each commit. Configuration: .pre-commit-config.yaml

Set up the hooks with:

pre-commit install

Run hooks manually on all files:

pre-commit run --all-files

Individual tools can be run manually:

Ruff -- Code formatting and linting. Config: pyproject.toml ([tool.ruff])

ruff check .       # check for issues
ruff check . --fix # check and fix
ruff format .      # format code

Pyright -- Static type checking. Config: pyproject.toml ([tool.pyright])

pyright             # check entire project
pyright umbi/       # check specific directory

To bump the version, run

bump-my-version bump <patch|minor|major>
git push origin --follow-tags

or run the bump version workflow (via GitHub Actions UI). When the new version tag is pushed, the release workflow is automatically triggered to:

1. update uv.lock to pin dependencies
2. build the distribution packages
3. publish to PyPI via trusted publishing
4. update the stable branch to track the latest release