How do I parallelize a simple Python loop?

Question

This is probably a trivial question, but how do I parallelize the following loop in python?

# setup output lists
output1 = list()
output2 = list()
output3 =          


        

Answer 1

This could be useful when implementing multiprocessing and parallel/ distributed computing in Python.

YouTube tutorial on using techila package

Techila is a distributed computing middleware, which integrates directly with Python using the techila package. The peach function in the package can be useful in parallelizing loop structures. (Following code snippet is from the Techila Community Forums)

techila.peach(funcname = 'theheavyalgorithm', # Function that will be called on the compute nodes/ Workers
    files = 'theheavyalgorithm.py', # Python-file that will be sourced on Workers
    jobs = jobcount # Number of Jobs in the Project
    )