Giter Club home page Giter Club logo

parallel_ex's Introduction

parallel_ex

Python utility for executing parallel tasks with progress bars for each task.

Usage:

The function you want to parallelize needs to yield some results:

def some_function(n):
    for i in range(n):
        time.sleep(0.1)
        yield i

To execute the same function several times use ParallelEx.run_n_times:

from parallel_ex import ParallelEx

def test_run_n_times():
    fun = partial(some_function, 10)
    ParallelEx.run_n_times(fun, n=5, total=10, n_cpu=2)
    # Total specifies the number of expected results.

To execute the same function with different arguments use ParallelEx.run_kwargs:

def test_run_kwargs():
    totals = [25,8,6,22,12,6,10,9]
    kwargs = [{'n':i} for i in totals]
    ParallelEx.run_kwargs(some_function, kwargs, totals=totals, n_cpu=3)
    # Totals can specify different number of expected results for each execution.

parallel_ex's People

Contributors

renato145 avatar

Watchers

James Cloos avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.