payoto

import numpy as np
from multiprocessing import Pool
from itertools import repeat
import time
import pandas as pd

# Little test of https://stackoverflow.com/questions/49367278/any-way-to-speed-up-numpy-cumsum
# DOES NOT WORK

def parallel_cumsum(arr_in, arr_out, axis=0):

payoto

"""Benchmarking of numpy array creation through loops, indexing, list 
comprehension and generator expressions.

Requires:

- pip install numpy pytest pytest-benchmark

Run with:

    pytest benchmark_array_creation.py

payoto

"""Module to merge the OpenCovid19-FR and data.gouv.fr datasets.

The function provided by this script (`download_france_data`) pulls the latest 
data from:

* https://raw.githubusercontent.com/opencovid19-fr/data/master/dist/chiffres-cles.csv
* https://www.data.gouv.fr/fr/datasets/r/f335f9ea-86e3-4ffa-9684-93c009d5e617

renames the columns of the data.gouv dataset to match the opencovid19 dataset and
merges the two datasets. The data is returned as a pandas dataframe.