-
-
Save pratik-m/08cb6c18a27f79ffdf138e3dcbaa5561 to your computer and use it in GitHub Desktop.
Python multiprocessing hello world. Split a list and process sublists in different jobs
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import multiprocessing | |
# split a list into evenly sized chunks | |
def chunks(l, n): | |
return [l[i:i+n] for i in range(0, len(l), n)] | |
def do_job(job_id, data_slice): | |
for item in data_slice: | |
print "job", job_id, item | |
def dispatch_jobs(data, job_number): | |
total = len(data) | |
chunk_size = total / job_number | |
slice = chunks(data, chunk_size) | |
jobs = [] | |
for i, s in enumerate(slice): | |
j = multiprocessing.Process(target=do_job, args=(i, s)) | |
jobs.append(j) | |
for j in jobs: | |
j.start() | |
if __name__ == "__main__": | |
data = ['a', 'b', 'c', 'd'] | |
dispatch_jobs(data, 2) | |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment