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Welcome to Grain's documentation!

Grain parallelizes your workload across supercomputing clusters, just like Dask, Ray, etc.. Unlike the existing solutions, Grain focuses on one scenario: running external calculations (i.e. binary executables) with defined resource constraints.

Release notes: https://github.com/Contextualist/grain/releases (so far, commit messages provide better information for the features and fixes)

.. toctree::
   :maxdepth: 2
   :caption: Contents:

   tutorial_delayed.rst
   best_practice.rst
   api_delayed.rst
   api_subproc.rst
   util.rst
   advance.rst
   resource.rst
   specialized_worker.rst
   connection.rst

Work in progress:

  • Resource: a language for coordination
  • FAQ
  • Low-level API reference

Indices and tables