rust-numpy

Rust binding of NumPy C-API

Dependencies

• rust-ndarray
• rust-cpython

and more (see Cargo.toml)

Example

Please see example directory for a complete example

#[macro_use]
extern crate cpython;
extern crate numpy;
extern crate ndarray;

use numpy::*;
use ndarray::*;
use cpython::{PyResult, Python, PyObject};

/* Pure rust-ndarray functions */

// immutable example
fn axpy(a: f64, x: ArrayViewD<f64>, y: ArrayViewD<f64>) -> ArrayD<f64> {
    a * &x + &y
}

// mutable example (no return)
fn mult(a: f64, mut x: ArrayViewMutD<f64>) {
    x *= a;
}

/* rust-cpython wrappers (to be exposed) */

// wrapper of `axpy`
fn axpy_py(py: Python, a: f64, x: PyArray, y: PyArray) -> PyResult<PyArray> {
    let np = PyArrayModule::import(py)?;
    let x = x.as_array().into_pyresult(py, "x must be f64 array")?;
    let y = y.as_array().into_pyresult(py, "y must be f64 array")?;
    Ok(axpy(a, x, y).into_pyarray(py, &np))
}

// wrapper of `mult`
fn mult_py(py: Python, a: f64, x: PyArray) -> PyResult<PyObject> {
    let x = x.as_array_mut().into_pyresult(py, "x must be f64 array")?;
    mult(a, x);
    Ok(py.None()) // Python function must returns
}

/* Define module "_rust_ext" */
py_module_initializer!(_rust_ext, init_rust_ext, PyInit__rust_ext, |py, m| {
    m.add(py, "__doc__", "Rust extension for NumPy")?;
    m.add(py, "axpy", py_fn!(py, axpy_py(a: f64, x: PyArray, y: PyArray)))?;
    m.add(py, "mult", py_fn!(py, mult_py(a: f64, x: PyArray)))?;
    Ok(())
});

Contribution

This project is in pre-alpha version. We need your feedback. Don't hesitate to open issue!

Version

• v0.2.1

  • NEW: trait IntoPyErr, IntoPyResult for error translation

• v0.2.0

  • NEW: traits IntoPyArray, ToPyArray
  • MOD: Interface of PyArray creation functions are changed

• v0.1.1

  • Update documents

• v0.1.0

  • First Release
  • Expose unsafe interfase of Array and UFunc API