flow-based, parallel and distributed computational pipelines, includes a lazy, parallel, remote, multi-task map function
The papy package provides an implementation of the flow-based programming paradigm in Python that enables the construction and deployment of distributed workflows.
The NuMap package is a parallel (thread- or process-based, local or remote), buffered, multi-task, itertools.imap or multiprocessing.Pool.imap function replacment. Like imap it evaluates a function on elements of a sequence or iterable, and it does so lazily. Laziness can be adjusted via the “stride” and “buffer” arguments. Unlike imap, NuMap supports multiple pairs of function and iterable tasks. The tasks are not queued rather they are interwoven and share a pool or worker “processes” or “threads” and a memory “buffer”.
Documentation can be found here
The package is tested on Python 2.7.6
Release history Release notifications | RSS feed
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
|Filename, size||File type||Python version||Upload date||Hashes|
|Filename, size papy-1.0.8.tar.gz (257.5 kB)||File type Source||Python version None||Upload date||Hashes View|