""" Cannabis Licenses | Get All Licenses Copyright (c) 2022 Cannlytics Authors: Keegan Skeate Candace O'Sullivan-Sutherland Created: 9/29/2022 Updated: 10/7/2022 License: Description: Collect all cannabis license data from states with permitted adult-use: ✓ Alaska (Selenium) ✓ Arizona (Selenium) ✓ California ✓ Colorado ✓ Connecticut ✓ Illinois ✓ Maine ✓ Massachusetts ✓ Michigan (Selenium) ✓ Montana ✓ Nevada ✓ New Jersey x New Mexico (Selenium) (FIXME) ✓ Oregon ✓ Rhode Island ✓ Vermont ✓ Washington """ # Standard imports. from datetime import datetime import importlib import os # External imports. import pandas as pd # Specify state-specific algorithms. ALGORITHMS = { 'ak': 'get_licenses_ak', 'az': 'get_licenses_az', 'ca': 'get_licenses_ca', 'co': 'get_licenses_co', 'ct': 'get_licenses_ct', 'il': 'get_licenses_il', 'ma': 'get_licenses_ma', 'me': 'get_licenses_me', 'mi': 'get_licenses_mi', 'mt': 'get_licenses_mt', 'nj': 'get_licenses_nj', # 'nm': 'get_licenses_nm', 'nv': 'get_licenses_nv', 'or': 'get_licenses_or', 'ri': 'get_licenses_ri', 'vt': 'get_licenses_vt', 'wa': 'get_licenses_wa', } DATA_DIR = '../data' def main(data_dir, env_file): """Collect all cannabis license data from states with permitted adult-use, dynamically importing modules and finding the entry point for each of the `ALGORITHMS`.""" licenses = pd.DataFrame() for state, algorithm in ALGORITHMS.items(): module = importlib.import_module(f'{algorithm}') entry_point = getattr(module, algorithm) try: print(f'Getting license data for {state.upper()}.') data = entry_point(data_dir, env_file=env_file) if not os.path.exists(f'{DATA_DIR}/{state}'): os.makedirs(f'{DATA_DIR}/{state}') timestamp = datetime.now().isoformat()[:19].replace(':', '-') data.to_csv(f'{DATA_DIR}/{state}/licenses-{state}-{timestamp}.csv', index=False) licenses = pd.concat([licenses, data]) except: print(f'Failed to collect {state.upper()} licenses.') # Save all of the retailers. timestamp = datetime.now().isoformat()[:19].replace(':', '-') licenses.to_csv(f'{DATA_DIR}/all/licenses-{timestamp}.csv', index=False) return licenses # === Test === if __name__ == '__main__': # Support command line usage. import argparse try: arg_parser = argparse.ArgumentParser() arg_parser.add_argument('--d', dest='data_dir', type=str) arg_parser.add_argument('--data_dir', dest='data_dir', type=str) arg_parser.add_argument('--env', dest='env_file', type=str) args = arg_parser.parse_args() except SystemExit: args = {'d': '../data/all', 'env_file': '../.env'} # Get arguments. data_dir = args.get('d', args.get('data_dir')) env_file = args.get('env_file') # Get licenses for each state. all_licenses = main(data_dir, env_file)