enthought / Distarray
Programming Languages
.. Travis badge .. image:: https://travis-ci.org/enthought/distarray.svg?branch=master :target: https://travis-ci.org/enthought/distarray
.. codecov badge .. image:: http://codecov.io/github/enthought/distarray/coverage.svg?branch=master :target: http://codecov.io/github/enthought/distarray?branch=master
.. readthedocs badge .. image:: https://readthedocs.org/projects/distarray/badge/?version=master :target: http://distarray.readthedocs.org/en/master/
.. pypi badge .. image:: https://badge.fury.io/py/distarray.svg :target: http://badge.fury.io/py/distarray
.. All content before the next comment will be stripped off for release. .. *** begin README content ***
DistArray
Think globally, act locally.
DistArray provides general multidimensional NumPy-like distributed arrays to
Python. It intends to bring the strengths of NumPy to data-parallel
high-performance computing. DistArray has a similar API to NumPy
_.
DistArray is ready for real-world testing and deployment; however, the project is still evolving rapidly, and we appreciate continued input from the scientific-Python community.
DistArray is for users who
- know and love Python and NumPy,
- want to scale NumPy to larger distributed datasets,
- want to interactively play with distributed data but also
- want to run batch-oriented distributed programs;
- want an easier way to drive and coordinate existing MPI-based codes,
- have a lot of data that may already be distributed,
- want a global view ("think globally") with local control ("act locally"),
- need to tap into existing parallel libraries like Trilinos, PETSc, or Elemental,
- want the interactivity of IPython and the performance of MPI.
DistArray is designed to work with other packages that implement the
Distributed Array Protocol
_.
.. _Distributed Array Protocol: http://distributed-array-protocol.readthedocs.org .. _NumPy: http://www.numpy.org
Please see our documentation at readthedocs
_ (or in the docs
directory) for
more, or ask us questions on our mailing list
_. Pull requests gladly accepted.
.. _readthedocs: http://distarray.readthedocs.org .. _mailing list: https://groups.google.com/forum/#!forum/distarray