8000 GitHub - taiyaa/muFlow: Simple but powerful framework/language for executing Python programs in parallel.
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Simple but powerful framework/language for executing Python programs in parallel.

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muFlow

muFlow (from micro flow or multicore flow) is a simple but powerful framework/language for executing your Python programs in parallel.

muFlow philosophy is to minimize your effort and increase reliability by constructing programs from atomic tasks. Create small programs for your most common tasks and build large scripts for complex processing. muFlow handles data exchange and parallelization for you!

Basics

muFlow works by sequentially evaluating a script built of parameterizable tasks - your programs. Tasks can take inputs and can produce outputs, exchanging data using named variables. Effectively, a muFlow script is a directed acyclic graph (DAG) of tasks connected by data flow.

There are two types of tasks: serial tasks and parallel tasks. Serial tasks run in a single main process - you can use them for example to list all files in a directory. Parallel tasks are automatically run in parallel in subprocesses, iterating over lists produced by other tasks.

Scopes and named variables

Scripts and parameters

Creating tasks

Installation and dependencies

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Simple but powerful framework/language for executing Python programs in parallel.

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  • Python 98.9%
  • Shell 1.1%
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