Clarabel.cpp
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Clarabel.cpp: C/C++ interface to the Clarabel Interior-point solver for convex conic optimisation problems.
Features • Installation • License • Documentation
Clarabel.cpp is a C/C++ wrapper of Clarabel.rs.
Installation
Note: The C++ interface is WIP and there might be breaking changes in future releases.
Clarabel.cpp uses CMake to generate the build system and requires the following dependencies:
- Rust
- Clarabel.rs (included as a submodule)
- A compiler that supports C11 and C++11
- Eigen (optional for the C++ interface)
You may install Eigen via the system package manager on Unix-like systems or vcpkg on Windows.
- Follow the vcpkg instructions to compile vcpkg and add
vcpkg.exetoPATH.
Ubuntu:
sudo apt install libeigen3-dev
Windows:
vcpkg install eigen3:x64-windows
- For 32-bit platforms, use
eigen3:x86-windowsinstead ofeigen3:x64-windows.
Clone this repo
git clone --recurse-submodules https://github.com/oxfordcontrol/Clarabel.cpp.git
cd Clarabel.cpp
Build
mkdir build
cd build
cmake ..
cmake --build .
You may specify a particular build system using the -G flag for cmake (e.g. -G "Unix Makefiles").
Windows
If you are using vcpkg on Windows, you may find the vcpkg toolchain file using:
vcpkg integrate install
and then specify the vcpkg toolchain file path and target triplet to generate the build system using:
cmake .. -DCMAKE_TOOLCHAIN_FILE=VCPKG_TOOLCHAIN_PATH -DVCPKG_TARGET_TRIPLET=x64-windows
where VCPKG_TOOLCHAIN_PATH is the path to the vcpkg toolchain file.
- For 32-bit platforms, use
x86-windowsinstead ofx64-windows.
CMake options
SDP support
To enable SDP features, set the -DCLARABEL_FEATURE_SDP option to one of the following values:
sdp-acceleratesdp-netlibsdp-openblassdp-mklsdp-r
By default, -DCLARABEL_FEATURE_SDP=none and SDP support is disabled.
JSON file input/output support
To enable reading and writing of problem data to JSON files, set
-DCLARABEL_FEATURE_SERDE=true.
When reporting issues with the solver, it can be helpful to provide a JSON file that reproduces the problem.
Alternative linear algebra libraries
To enable the use of the faer-rs sparse linear algebra library as an additional solver option, set -DCLARABEL_FEATURE_FAER_SPARSE=true.
Unit tests
By default, unit tests are disabled to reduce build time. To enable unit tests, set -DCLARABEL_BUILD_TESTS=true in cmake.
Release mode
The solver will build the Rust source in debug mode. To build in release mode, set -DCMAKE_BUILD_TYPE=Release in cmake.
Run examples
Examples for both C and C++ are available in examples/c and examples/cpp and can be run from the build directory using:
./examples/c/C_EXAMPLE
./examples/cpp/CPP_EXAMPLE
Usage
- Link to the
libclarabel_c_shared(shared library) orlibclarabel_c_static(static library) target in CMake. #include <Clarabel>in your C/C++ source files.
License 🔍
This project is licensed under the Apache License 2.0 - see the LICENSE.md file for details.