ndarray-parallel

ndarray-parallel integrates ndarray with rayon__ for simple parallelization.

__ https://github.com/nikomatsakis/rayon Please read the API documentation here__

__ http://docs.rs/ndarray-parallel/

|build_status|_ |crates|_

.. |build_status| image:: https://travis-ci.org/bluss/rust-ndarray.svg?branch=master .. _build_status: https://travis-ci.org/bluss/rust-ndarray

.. |crates| image:: http://meritbadge.herokuapp.com/ndarray-parallel .. _crates: https://crates.io/crates/ndarray-parallel

Highlights

• Parallel Zip
• Parallel elementwise (no order) iterator
• Parallel .axis_iter() (and _mut)
• .par_map_inplace() for arrays.

Status and Lookout

• Still iterating on and evolving the crate

  • A separate crate is less convenient (doesn't use rayon IntoParallelIterator trait, but a separate trait) but allows rapid iteration and we can follow the evolution of rayon's internals. This crate is double pace: For every ndarray or rayon major version, this crate goes up one major version.

• Performance:

  • TBD. Tell me about your experience.
  • You'll need a big chunk of data (or an expensive operation per data point) to gain from parallelization.

How to use with cargo::

[dependencies]
ndarray-parallel = "0.4"

Recent Changes (ndarray-parallel)

• 0.9.1

  • Mark crate as deprecated, replaced by direct support in ndarray.

• 0.9.0

  • Upgrade for ndarray 0.12.0

• 0.8.0

  • Upgrade for rayon 1.0!

• 0.7.0

  • Upgrade for ndarray 0.11.0

• 0.6.0

  • Upgrade for rayon 0.9.0 by @cuviper
  • Fix unused mut warning when using par_azip!()

• 0.5.0

  • Upgrade for ndarray 0.10.0
  • Add par_azip!() macro by @msiglreith

• 0.4.0

  • Update Rayon dependency to 0.8.2

• 0.3.0

  • ParallelIterator for Zip, including .par_apply.
  • .par_map_inplace and .par_mav_inplace for arrays
  • Require ndarray 0.9 and rayon 0.7
  • Fix bug with array par_iter()'s .collect()

• 0.2.0

  • Require for ndarray 0.8

• 0.1.1

  • Clarify docs
  • Add categories

• 0.1.0

  • Initial release
  • Elementwise parallel iterator (no order) and parallel axis iterators.

License

Dual-licensed to be compatible with the Rust project.

Licensed under the Apache License, Version 2.0 http://www.apache.org/licenses/LICENSE-2.0 or the MIT license http://opensource.org/licenses/MIT, at your option. This file may not be copied, modified, or distributed except according to those terms.