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mosek.rust
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MOSEK Optimizer API for Rust
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mosek.rust
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# Mosek 10.0 Rust interface - Mosek optimization software: https://mosek.com/ - Github repository for this package: https://github.com/MOSEK/mosek.rust - Rust language: https://www.rust-lang.com - Pre-packaged crates are available from https://crates.io/crates/MOSEK The package should work on - Linux x86_64 - Linux aarch64 (RaspberryPi 4, Amazon Graviton 2 and others) - Windows x86_64 - Mac OSX x86_64 - Mac OSX aarch64 Building the API requires the MOSEK library. - If the environment variable `MOSEK_BINDIR_100` is defined it is expected to point the the directory containing the MOSEK binaries, - otherwise if the environment variable `MOSEK_INST_BASE`, the build script will look for mosek `$MOSEK_INST_BASE/mosek`, - otherwise the build script will look for MOSEK in `$HOME/mosek`. - If none of the above produces a MOSEK distro, on linux and OSX it will attempt to download and unpack the latest MOSEK distro (this requires external tools `curl`, `tar` and `bzip2`). On Windows it will fail. For example ``` export MOSEK_INST_BASE=$HOME/local cargo build ``` or ``` export MOSEK_BINDIR_100=$HOME/local/mosek/10.0/tools/platform/linux64x86/bin cargo build ``` ## External dependencies The MOSEK Rust API currently depends only on `libc` and `itertools`, and the MOSEK library. ## Documentation ``` cargo doc ``` will build the simple API documentation for all functions, objects and constants. For a more complete documentation, see <https://docs.mosek.com/latest/capi/index.html>. ## Examples Examples are located under `examples/` To compile examples, run ``` cargo build --examples ``` To run example binaries it is necessary to add the path to the MOSEK library to the `LD_LIBRARY_PATH` (linux), `DYLD_LIBRARY_PATH` (OS X) or `PATH` (Windows) environment variable. ## Using MOSEK in another project To use MOSEK from another Rust project, add "mosek" to the dependencies. Normally, it will be a good idea to specify an exact major and minor version for the dependency since there is no guarantee that the MOSEK API will not change between minor versions (though usually it will not change much). For example, add to your `Cargo.toml`: ``` [dependencies] mosek = "10.0" ``` # Why Use Rust with Mosek? Rust has many advantages over other languages supported directly by MOSEK. For data wrangling it is faster than Python, Java or .NET, and it is significantly safer than C or C++. When building non-trivial models, the time it takes to form the input data for a problem may become non-trivial as well. When efficiency is critical, the traditional language of choice would have been C or C++, but now Rust provides a much safer alternative. Compared to Java and .NET Rust is in many cases somewhat faster when e.g. building complex constraint matrixes. Finally, it looks good. Rust language facilities allow us to write many array operations very compactly, yielding concise and readable model code.
