modelobsolescence

DSL and runtime validation of model obsolescence

https://github.com/besser-pearl/modelobsolescence

Science Score: 57.0%

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Keywords

dsl evolution model-driven modeling obsolescence

Last synced: 6 months ago · JSON representation ·

Repository

DSL and runtime validation of model obsolescence

Basic Info

Host: GitHub
Owner: BESSER-PEARL
License: mit
Language: Python
Default Branch: main
Homepage:
Size: 595 KB

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Topics

dsl evolution model-driven modeling obsolescence

Created about 2 years ago · Last pushed over 1 year ago

Metadata Files

Readme License Citation

Modeling and evaluation of model obsolescence

This repository hosts a DSL (grammar) and an obsolescence evaluator (implemented in Python) to identify model obsolescence.

Our model-based approach is described in the following figure: at design-time, you can specify how sensitive to obsolescence are the models (using our grammar) and periodically validate (in the lifespan model monitoring stage) the obsolescence of that models and their internal elements.

Approach Overview

You can consult our mobility case example, including:

The mobility domain model: this domain model was implemented using BESSER platform. The implementation of the model is here.
The obsolescence rules definition (using our grammar) applied to the domain model
An obsolescence report generated by the obsolescence evaluator.

Running the Mobility Example

To get started with the mobility example, make sure you're using Python 3.9 or higher. Here's a quick guide to set things up:

Create a virtual environment: It's a good idea to use a virtual environment like venv or conda to keep things tidy.
Clone or download this repo: Grab the code from this repository.
Install the requirements: Run pip install -r requirements.txt to get all the dependencies.
Run the example: Navigate to the mobility case directory cd mobility_case and run the example script python mobility.py
Check the report: You should find the obsolescence report as a PDF file in the report folder.

Publication

Alfonso, I., Sottet, J.S., Brimont, P. and Cabot, J., (2024). Modeling the obsolescence of models. Software and Systems Modeling, pp.1-15. https://doi.org/10.1007/s10270-024-01236-3

License

This project is licensed under the MIT license.

Owner

Name: BESSER-PEARL
Login: BESSER-PEARL
Kind: organization
Email: jordi.cabot@list.lu
Location: Luxembourg

Repositories: 1
Profile: https://github.com/BESSER-PEARL

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: Modeling the obsolescence of models
message: >-
  If you use this software, please cite it using the
  metadata from this file.
type: software
authors:
  - given-names: Iván
    family-names: Alfonso
    email: ivan.alfonso@list.lu
    affiliation: Luxembourg Institute of Science and Technology
    orcid: 'https://orcid.org/0000-0003-3940-0629'
  - given-names: Jean-Sébastien
    family-names: Sottet
    orcid: 'https://orcid.org/0000-0002-3071-6371'
    affiliation: Luxembourg Institute of Science and Technology
    email: jean-sebastien.sottet@list.lu
  - given-names: Pierre
    email: pierre.brimont@list.lu
    affiliation: Luxembourg Institute of Science and Technology
    family-names: Brimont
  - given-names: Jordi
    family-names: Cabot
    orcid: 'https://orcid.org/0000-0003-2418-2489'
    affiliation: >-
      Luxembourg Institute of Science and Technology -
      University of Luxembourg
    email: jordi.cabot@list.lu
identifiers:
  - type: doi
    value: 10.1007/s10270-024-01236-3
    description: The paper presenting the solution
repository-code: 'https://github.com/BESSER-PEARL/ModelObsolescence.git'
abstract: 'DSL and runtime validation of model obsolescence '
keywords:
  - Model obsolescence
  - Model-driven
  - Domain-specific language
license: MIT
version: 1.0.0
date-released: '2024-06-28'
preferred-citation:
  type: article
  authors:
  - family-names: "Alfonso"
    given-names: "Iván"
    orcid: "https://orcid.org/0000-0003-3940-0629"
  - family-names: "Sottet"
    given-names: "Jean-Sébastien"
    orcid: "https://orcid.org/0000-0002-3071-6371"
  - family-names: "Brimont"
    given-names: "Pierre"
  - family-names: "Cabot"
    given-names: "Jordi"
    orcid: "https://orcid.org/0000-0003-2418-2489"
  title: "Modeling the obsolescence of models"
  journal: "Software and Systems Modeling"
  start: 1
  end: 15
  year: 2024
  publisher:
    name: Springer
  url: "http://dx.doi.org/10.1007/s10270-024-01236-3"
  doi: "10.1007/s10270-024-01236-3"

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