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Spyder average downloads (anaconda and conda-forge channels)
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# -*- coding: utf-8 -*- | |
""" | |
Created on Tue Mar 1 12:52:32 2022 | |
@author: Daniel | |
""" | |
# %% Dependencies | |
# !conda install condastats -c conda-forge | |
# %% Imports and function definitions | |
from condastats.cli import overall | |
def add_spyder_downloads_by_release(release, start_month, end_month): | |
spyder_data_cf = overall( | |
'spyder', start_month=start_month, end_month=end_month, monthly=True, | |
pkg_version=release, data_source='conda-forge') | |
spyder_data_df = overall( | |
'spyder', start_month=start_month, end_month=end_month, monthly=True, | |
pkg_version=release, data_source='anaconda') | |
spyder_data = spyder_data_cf.add(spyder_data_df, fill_value=0) | |
return spyder_data | |
def get_spyder_downloads(releases, start_month, end_month): | |
downloads_by_release = {} | |
total_downloads = None | |
for release in releases: | |
try: | |
downloads_by_release[release] = add_spyder_downloads_by_release( | |
release, start_month, end_month) | |
if total_downloads is None: | |
total_downloads = downloads_by_release[release] | |
else: | |
total_downloads = total_downloads.add( | |
downloads_by_release[release], fill_value=0) | |
except FileNotFoundError: | |
print(f'Data not found for release {release} between' | |
f' {start_month} and {end_month}') | |
raise | |
return downloads_by_release, total_downloads | |
# %% Get releases download data | |
releases = ['5.0.5', '5.1.5', '5.2.2'] | |
start_month = '2021-03' | |
end_month = '2022-01' | |
downloads_by_release, total_downloads = get_spyder_downloads( | |
releases, start_month, end_month) | |
# %% Check total_downloads per month | |
total_downloads | |
# %% Get releases total downloads average | |
total_downloads.mean() # The result of that command is 97960.75 |
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