pl4pm 0.2.1

Polars for Process Mining — high-performance process mining library

pl4pm

pl4pm is a Python process mining library built around Polars.

Install

pip install .

For editable development:

pip install -e .

Optional visualization and graph extras:

pip install ".[viz,nx]"

Publish to PyPI

Create a local .env from .env.example and place your token there.

Publish to real PyPI:

/root/project/pm4py_polars/PL4PM_project/.venv/bin/python scripts/publish_pypi.py --repository pypi

Publish to TestPyPI:

/root/project/pm4py_polars/PL4PM_project/.venv/bin/python scripts/publish_pypi.py --repository testpypi

Quick start

import pl4pm

log = pl4pm.read_csv(
    "event_log.csv",
    case_id_col="case:concept:name",
    activity_col="concept:name",
    timestamp_col="time:timestamp",
)

dfg = pl4pm.discover_dfg(log)
pl4pm.save_vis_dfg(*dfg, "dfg.png")