Utilz

Convenient helper functions, decorators, and data analysis tools to make life easier with minimal dependencies:

from utilz import mapcat, pmap 

# Combine function results into a list, array, or dataframe
mapcat(myfunc, myiterable) 

# Syntactic sugar for joblib.Parallel
pmap(myfunc, myiterable, n_jobs=4)

from utilz import log, maybe

# Print the shape of args and outputs before and after execute
@log
def myfunc(args):
    return out

# Only run myfunc if results.csv doesn't eist
@maybe('results.csv')
def myfunc(args):
    return out

Checkout the overview page for more!