Spyder average downloads (anaconda and conda-forge channels)

conda_spyder_downloads.py

# -*- 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