Rust4PM: Rust for Process Mining

process_mining Rust Crate

process_mining

This crate contains basic data structures, functions and utilities for Process Mining.

Full documentation of the modules, structs and functions of this crate is available at docs.rs/process_mining/.

As this crate is still in very active development, expect larger API changes also in minor (or even patch) version updates.

Contributing

Test Data

The data (OCEL2, XES, etc. files) used for the tests of this crate are available for download at https://rwth-aachen.sciebo.de/s/4cvtTU3lLOgtxt1. Simply download this zip and extract it into the test_data folder.

Linting and Formatting

We use automatic CI pipelines for checking lint and formatting rules of the process_mining crate. See the corresponding .yml file for the exact checks. You can and should test your changes also locally, e.g., using cargo clippy --all-targets --all-features -- -D warnings, cargo fmt --all --check and cargo test --verbose --all-features inside the process_mining folder. To test integrity of the documentation, use RUSTDOCFLAGS="-D warnings" cargo doc --all-features --no-deps (on Windows PowerShell you might need to set the RUSTDOCFLAGS env variable differently).

To apply compatible lint and formatting rules automatically, run cargo clippy --all-targets --all-features --fix --allow-staged and cargo fmt --all in the process_mining folder.

Releasing New Versions

Whenever a new version of the Rust4PM project is released, the following steps have to be completed:

1. Increase the version number
2. Also increase the version numbers of the r4pm CLI bindings, the macro crate, and the Python bindings.
3. Run all tests, check formatting and clippy lints. Also build the documentation.

• cargo clippy --all-targets --all-features --fix --allow-staged
• cargo clippy --all-targets --all-features -- -D warnings
• cargo fmt --all --check
• RUSTDOCFLAGS="-D warnings" cargo doc --all-features --no-deps

4. Publish the new macro crate version (first) and then the new process_mining version (second) to crates.io
5. Build the Python bindings and publish the updated version to PyPi
6. Export a updated bindings json file (cargo test export_bindings --features bindings,dataframes,ocel-sqlite) and add the new version to the docs (rust4pm.aarkue.eu)

r4pm

CLI automatically generated from functions exposed in the process_mining crate.

LICENSE

This project is licensed under either Apache License Version 2.0 or MIT License at your option.