Description

ppft is a friendly fork of Parallel Python. It provides:

* parallel execution of Python code on SMP and clusters

* easy-to-understand job-based parallelization

* automatic detection of the number of effective processors

* dynamic processor allocation (at runtime)

* low overhead for jobs with the same function (through transparent caching)

* dynamic load balancing (jobs are distributed at runtime)

* fault-tolerance (if a node fails, tasks are rescheduled on the others)

* auto-discovery of computational resources

* dynamic allocation of computational resources

* SHA based authentication for network connections

* enhanced serialization, using dill.source

ppft is part of pathos, a Python framework for heterogeneous computing.

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