#ipopt #optimization #bindings #ffi

sys ipopt_bindgen

Rust bindings to the C interface of Ipopt, a library for large-scale, constrained, nonlinear optimization

5 releases

0.2.2 Apr 14, 2024
0.2.1 Apr 14, 2024
0.2.0 Apr 14, 2024
0.1.1 Apr 7, 2024
0.1.0 Apr 7, 2024

#418 in Math

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MIT/Apache

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Ipopt Bindgen

crates.io docs.rs dependency status License

This crate provides raw Rust bindings to the C interface of the Ipopt optimization library using bindgen.

Quick Start

Install Ipopt (more details later in the prerequisites section).

Add this crate to your Cargo.toml:

[dependencies]
ipopt_bindgen = "0.2"

Use the Ipopt C interface in your project:

use ipopt_bindgen::*;

// Ipopt C interface symbols are now available.
println!("{0}.{1}.{2}", IPOPT_VERSION_MAJOR, IPOPT_VERSION_MINOR, IPOPT_VERSION_RELEASE);

Or, run the example in this repository:

cargo run --example hs071

Support

This crate has currently been tested on:

  • Debian based Linux, with Ipopt installed from source.
  • Windows 11, with Ipopt installed from precompiled binaries, MSVC.
  • macOS Sonoma, with Ipopt installed from homebrew.

Why another Ipopt binding?

Rust already has other crates that provide bindings to Ipopt:

So why create another one?

The purpose of this crate is to use the system Ipopt installation directly, rather than build it from within cargo. This has both advantages and disadvantages, and might not be right for you.

Pros:

  • ✅ Completely customize your Ipopt build without the constraints of cargo or existing crates.
  • ✅ Potentially fewer build dependencies for your project.
  • ✅ Not tied to a specific version of Ipopt (unless the C API has breaking changes).

Cons:

  • ❌ Requires a system installation of Ipopt, which may be inconvenient for your project.
  • ❌ Uses the C interface, rather than the more feature-ful C++ one.

If you just want to get started with Ipopt in Rust, you should probably use one of the aforementioned existing crates. However, if you already have Ipopt installed on your system or need to use a build with specific features, this crate might be for you.

Ideally, an idiomatic Rust crate would be build on top of this one, or it could be integrated into an existing crate.

There is a full, mirrored example of the HS071 problem from the Ipopt documentation in the examples directory. Again, the ideal usage of this crate is to be consumed by a higher-level crate that provides a more idiomatic interface, but it is possible to use it directly. The example demonstrates the C API usage, which will probably aid in that endeavour!

Prerequisites

Ipopt

Ipopt must be installed on your system. The binding header file will attempt to include coin-or/IpStdCInterface.h.

On Linux, you can either install Ipopt using your package manager or build it from source. By default, these processes should make Ipopt immediately available for use with this crate.

On Windows, you can get precompiled binaries from the Ipopt GitHub repository. Then, add the downloaded release files to your environment variables as follows:

  • Add the directory containing precompiled binaries to your PATH.
  • Add the directory containing static libraries to LIB.
  • Add the directory containing the Ipopt headers to INCLUDE.

On Windows, by default this crate will attempt to use the cc crate to automatically detect an MSVC installation. This is used to more easily supply standard library headers for the Ipopt C interface header. If this fails, you will need to set the INCLUDE environment variable to include your desired standard library headers.

Bindgen

The bindgen requirements must also be available on your system. This basically amounts to having clang installed.

On Windows, you can use winget install LLVM.LLVM. On Linux, you can use your package manager to install clang. LLVM also provide an apt install script.

Changes

All meaningful changes to this project are documented in the CHANGELOG.

License

This repository is licensed under either of:

at your option.

Ipopt itself is licensed under the Eclipse Public License (EPL) version 2.0.

No runtime deps

~0–1.8MB
~36K SLoC