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ocgraphconf

Object-Centric Conformance Checking. Based on a fork of RUST4PM by @aarkue

https://github.com/erikwrede/ocgraphconf

Science Score: 54.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ✓
    CITATION.cff file
    Found CITATION.cff file
  • ✓
    codemeta.json file
    Found codemeta.json file
  • ✓
    .zenodo.json file
    Found .zenodo.json file
  • ○
    DOI references
  • ○
    Academic publication links
  • ✓
    Committers with academic emails
    1 of 3 committers (33.3%) from academic institutions
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (7.6%) to scientific vocabulary
Last synced: 7 months ago · JSON representation ·

Repository

Object-Centric Conformance Checking. Based on a fork of RUST4PM by @aarkue

Basic Info
  • Host: GitHub
  • Owner: erikwrede
  • License: apache-2.0
  • Language: Rust
  • Default Branch: Paper_Main
  • Homepage:
  • Size: 1.2 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created about 1 year ago · Last pushed 10 months ago
Metadata Files
Readme License Citation

README.md

OCGRAPHCONF: Object-Centric Graph-Based Conformance checking

This repository is a mono-repo based on a fork of rust4pm by @aarkue and will be integrated into the library in the future.

Install guide

  • Make sure all dependencies for SCIP are installed: https://www.scipopt.org/doc/html/INSTALL.php
  • Chose a ModelStateInterface from ocstatespace::impl - either OCPN or OCPT, or create your own!
  • Modify cli/src/main.rs to use your ModelStateInterface
  • Run the following commands to build the cli & start the eval

```sh cd cli cargo build --release

cd ..

mkdir cli-output

./target/release/cli controller \ --json-folder ./testdata/varsbpi \ --petri-net ./testdata/ocpetrinet.json \ --smallest-case ./testdata/shortestcase_graph.json \ --output-dir ./cli-output `` - let it run for a while, check on the progress. It will create a lot of files in thecli-output` folder

Please contact the authors for a test dataset.

Owner

  • Name: Erik Wrede
  • Login: erikwrede
  • Kind: user
  • Location: Germany

Full-Stack Software Engineer

Citation (CITATION.cff) 

# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!

cff-version: 1.2.0
title: >-
  Rust Process Mining Library with
  Python/Java Bindings
message: 'If you use this software, please cite it as below.'
type: software
authors:
  - family-names: Küsters
    given-names: Aaron
    orcid: 'https://orcid.org/0009-0006-9195-5380'
repository-code: 'https://github.com/aarkue/rust-bridge-process-mining/'
url: 'https://crates.io/crates/process_mining'
license: MIT
version: 2.0.4
date-released: '2023-12-13'
doi: 10.48550/arXiv.2401.14149
preferred-citation:
  type: generic
  authors:
    - family-names: 'Küsters'
      given-names: 'Aaron'
    - family-names: 'van der Aalst'
      given-names: 'Willibrordus Martinus Pancratius'
  doi: '10.48550/arXiv.2401.14149'
  title: 'Developing a High-Performance Process Mining Library with Java and Python Bindings in Rust'
  year: 2024
  abstract: >-
    The most commonly used open-source process mining software
    tools today are ProM and PM4Py, written in Java and
    Python, respectively. Such high-level, often interpreted,
    programming languages trade off performance with memory
    safety and ease-of-use. In contrast, traditional compiled
    languages, like C or C++, can achieve top performance but
    often suffer from instability related to unsafe memory
    management. Lately, Rust emerged as a highly performant,
    compiled programming language with inherent memory safety.
    In this paper, we describe our approach to developing a
    shared process mining library in Rust with bindings to
    both Java and Python, allowing full integration into the
    existing ecosystems, like ProM and PM4Py. By facilitating
    interoperability, our methodology enables researchers or
    industry to develop novel algorithms in Rust once and make
    them accessible to the entire community while also
    achieving superior performance.

GitHub Events

Total
  • Public event: 1
  • Push event: 7
  • Create event: 3
Last Year
  • Public event: 1
  • Push event: 7
  • Create event: 3

Committers

Last synced: 12 months ago

All Time
  • Total Commits: 270
  • Total Committers: 3
  • Avg Commits per committer: 90.0
  • Development Distribution Score (DDS): 0.019
Past Year
  • Commits: 100
  • Committers: 3
  • Avg Commits per committer: 33.333
  • Development Distribution Score (DDS): 0.05
Top Committers
Name Email Commits
aarkue m****l@a****u 265
cRennert c****t@r****e 3
Erik Wrede e****e 2
Committer Domains (Top 20 + Academic)
rwth-aachen.de: 1 aarkue.eu: 1

Issues and Pull Requests

Last synced: 10 months ago

All Time
  • Total issues: 0
  • Total pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Total issue authors: 0
  • Total pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
Past Year
  • Issues: 0
  • Pull requests: 0
  • Average time to close issues: N/A
  • Average time to close pull requests: N/A
  • Issue authors: 0
  • Pull request authors: 0
  • Average comments per issue: 0
  • Average comments per pull request: 0
  • Merged pull requests: 0
  • Bot issues: 0
  • Bot pull requests: 0
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Dependencies

Cargo.lock cargo
  • 359 dependencies
Cargo.toml cargo
binary/Cargo.toml cargo
cli/Cargo.toml cargo
java_bridge/Cargo.toml cargo
npm_wasm/Cargo.toml cargo
pm_wasm/Cargo.toml cargo
process_mining/Cargo.toml cargo
python_bridge/Cargo.toml cargo
pm_wasm/package-lock.json npm
  • 377 dependencies
pm_wasm/package.json npm
  • @types/react ^18.2.55 development
  • @types/react-dom ^18.2.19 development
  • @typescript-eslint/eslint-plugin ^6.21.0 development
  • @typescript-eslint/parser ^6.21.0 development
  • @vitejs/plugin-react ^4.2.1 development
  • autoprefixer ^10.4.17 development
  • eslint ^8.56.0 development
  • eslint-plugin-react-hooks ^4.6.0 development
  • eslint-plugin-react-refresh ^0.4.5 development
  • postcss ^8.4.35 development
  • tailwindcss ^3.4.1 development
  • typescript ^5.2.2 development
  • vite ^5.1.0 development
  • @emotion/react ^11.11.3
  • @emotion/styled ^11.11.0
  • @hpcc-js/wasm ^2.16.2
  • @mui/icons-material ^5.15.10
  • @mui/material ^5.15.10
  • comlink ^4.4.1
  • react ^18.2.0
  • react-dom ^18.2.0
python_bridge/pyproject.toml pypi