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Process Mining scripting environment

Project description

pmlab-lite


A Process Mining scripting environment. Containing the following functionality among other:

  • Petri Net modelling, exploring and execution
  • Reading and working with Event Logs
  • Executing state of the art Process Mining techniques
  • such as the Inductive Miner for Process Model Discovery
  • or the A*-algorithm for computing Alignments in Conformance Checking

Installation

pmlab-lite requires graphviz to run the helper functions that draw petri nets to .PDF-files.

So optionally get graphviz through your package manager:

$ sudo apt-get install graphviz               #example for ubuntu/debian systems

Install pmlab-lite from pypi using pip:

$ pip3 install pmlab-lite

Testing

In the test folder involved parties can create test files and also run the test files.

Create test-files in the test-directory following the naming convention: test_*.py

pmlab-lite
 ├── pmlab_lite
 │     ├── ...
 │     ├── pn
 │     │    └── ...
 │     └── __init__.py
 ├── test
 │     ├── test_pn.py
 │     ├── ...
 │     └── test_*.py
 ├── .gitignore
 ├── LICENSE
 ├── README.md
 ├── distribute_to_pypi.sh
 └── setup.py    

Run the test-file from the top-level-directory using following command:

$ python3 -m unittest test.test_*

License

GNU General Public License 3.0

Project details


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