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Add Answer Set Programming and Linear Programming #7184

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merged 7 commits into from
Jan 8, 2025

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@nickswalker nickswalker commented Dec 30, 2024

This PR adds language entries for the two types of programs that use the .lp extension; answer set programs and linear programs. They're both common, and they shouldn't be added independently to avoid widespread misclassification.

Description

Adding Answer Set Programming was first suggested in #3867, but it was difficult to assess popularity at the time because GitHub code search didn't support special characters. #3867 (comment) points out that .lp isn't necessarily exclusive to ASP, but fortunately Prolog (the most similar commonly used logic programming language) has coalesced on .pl.

#4860 discussed adding a language group for ASP (the language varies slightly across different solvers). The included grammar is quite generic, so I don't believe there's a need for specific sub-grammars/languages.

#4860 also points at the .lp is also used for "linear programs" (common human-readable input format for LP solvers). These can be told apart by looking for the required objective statement. Gurobi docs:

The first section in an LP file is the objective section. This section begins with one of the following six keywords: minimize, maximize, minimum, maximum, min, or max. Capitalization is ignored. This keyword may appear alone, or it may be immediately followed by multi-objectives, which indicates that the model contains multiple objective functions.

Answer Set Programming

Answer Set Programming is a logic programming paradigm which dates back to the 1990s. The .lp (logic program) file extension has been used for ASP programs since at least 1998, when it was used by lparse and the smodels solver.

Today, there are many ASP-focused repos on GitHub. Here are more than a hundred that opted into the #answer-set-programming topic.

Checklist:

Linear Programming

Linear programs are mathematical models of linearly related variables. The lp file format goes back at least 20 years as part of CPLEX.

Checklist

Pulled from clingo (MIT) and from Draco (BSD 3 Clause)
@nickswalker nickswalker changed the title Add Answer Set Programming Add Answer Set Programming and Linear Programming Jan 4, 2025
Linear programs must have an objective
Exactly match the object line
@lildude lildude enabled auto-merge January 8, 2025 12:13
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LGTM. Thanks.

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The changes in this PR will not appear on GitHub until the next release has been made and deployed. See here for more details.

@lildude lildude added this pull request to the merge queue Jan 8, 2025
Merged via the queue into github-linguist:main with commit 30c4668 Jan 8, 2025
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2 participants