Interactive Parallel Computing with IPython

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  • License: BSD License (# Licensing terms)
  • Author: IPython Development Team
  • Tags Interactive, Interpreter, Parallel, Shell
  • Requires: Python >=3.8
  • Provides-Extra: benchmark, labextension, nbext, retroextension, serverextension, test
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Project description

Interactive Parallel Computing with IPython

IPython Parallel (ipyparallel) is a Python package and collection of CLI scripts for controlling clusters of IPython processes, built on the Jupyter protocol.

IPython Parallel provides the following commands:

  • ipcluster - start/stop/list clusters
  • ipcontroller - start a controller
  • ipengine - start an engine

Install

Install IPython Parallel:

pip install ipyparallel

This will install and enable the IPython Parallel extensions for Jupyter Notebook and (as of 7.0) Jupyter Lab 3.0.

Run

Start a cluster:

ipcluster start

Use it from Python:

import os
import ipyparallel as ipp

cluster = ipp.Cluster(n=4)
with cluster as rc:
    ar = rc[:].apply_async(os.getpid)
    pid_map = ar.get_dict()

See the docs for more info.

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