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Python package to parse and solve COOM configuration instances using ASP.

Project description

COOM Suite

The COOM language is a domain-specific language for modelling product configuration problems. While currently geared towards ASP, the COOM Suite is intended to serve as a general workbench for experimentation with industrial-scale product configuration problems. It includes a (customizable) ANTLR v4 parser to convert COOM specifications into facts, and currently contains two ASP encodings for solving: one for clingo and one for hybrid solver flingo.

In addition, a prototypical UI, a range of examples and a benchmark collection with four scalable benchmark sets is provided.

If you want to cite the COOM Suite, please use the following reference

J. Baumeister, S. Hahn, K. Herud, M. Ostrowski, J. Reutelshöfer, N. Rühling, T. Schaub, P. Wanko. Towards Industrial-scale Product Configuration. CoRR, abs/2504.00013, 2025. doi: 10.48550/arXiv.2504.00013. URL https://arxiv.org/abs/2504.00013.

Usage

Look at our documentation page to see how to use the COOM Suite.

Solving

The main functionality the COOM Suite offers is converting a COOM configuration model and solving it using ASP. To do this, run

coomsuite solve examples/coom/kids-bike.coom

This will convert the given COOM file to a set of (serialized) facts, refine these facts, and finally solve them with the clingo encoding.

  • Note that the direct conversion of COOM into facts is a mere serialization of the COOM model. We make use of a preprocessing encoding to translate the "serialized" facts into a set of "refined" facts, capturing the essence of the configuration problem. To show the "refined" facts, run the solve mode with option --show-facts.

Convert COOM to facts

To convert a COOM instance into a set of (serialized) facts run

coomsuite convert examples/coom/kids-bike.coom

By default, the facts are printed to the console. Optionally, an output directory can be provided using option --output dir.

Examples

The COOM Suite contains a range of (product) configuration examples encoded in the COOM language. They can be found in the examples/coom directory. We highlight here only the Bike collection, containing three examples in increasing complexity that correspond to the three COOM language fragments defined above: the Kids, City, and Travel Bike.

We also provide the corresponding (serialized and refined) facts to these examples under examples/asp.

Installation

For instructions on how to install from source or pip see our documentation page.

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