Comfortable parallel TQDM using concurrent.futures
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PQDM is a TQDM and concurrent futures wrapper to allow enjoyable paralellization of iterating through an Iterable with a progress bar.
To install ::
pip install pqdm
and use ::
from pqdm.processes import pqdm
# If you want threads instead:
# from pqdm.threads import pqdm
args = [1, 2, 3, 4, 5]
# args = range(1,6) would also work
def square(a):
return a*a
result = pqdm(args, square, n_jobs=2)
For more examples variants check the Usage <https://pqdm.readthedocs.io/en/latest/usage.html>
_ section of the docs.
pqdm
from pqdm.threads
or pqdm.processes
to start,tqdm.notebook
when iPython/Jupyter notebook environment detected, custom tqdm class acceptedpqdm
kwargs and separating between concurrent.Executor
args and tqdm
args,This package was created with Cookiecutter_ and the audreyr/cookiecutter-pypackage
_ project template.
.. _Cookiecutter: https://github.com/audreyr/cookiecutter
.. _audreyr/cookiecutter-pypackage
: https://github.com/audreyr/cookiecutter-pypackage