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"""
Cannabis Licenses | Get Massachusetts Licenses
Copyright (c) 2022 Cannlytics
Authors:
Keegan Skeate <https://github.com/keeganskeate>
Candace O'Sullivan-Sutherland <https://github.com/candy-o>
Created: 9/29/2022
Updated: 10/7/2022
License: <https://github.com/cannlytics/cannlytics/blob/main/LICENSE>
Description:
Collect Massachusetts cannabis license data.
Data Source:
- Massachusetts Cannabis Control Commission Data Catalog
URL: <https://masscannabiscontrol.com/open-data/data-catalog/>
"""
# Standard imports.
from datetime import datetime
import os
from typing import Optional
# External imports.
from cannlytics.data.opendata import OpenData
# Specify where your data lives.
DATA_DIR = '../data/ma'
# Specify state-specific constants.
STATE = 'MA'
MASSACHUSETTS = {
'licensing_authority_id': 'MACCC',
'licensing_authority': 'Massachusetts Cannabis Control Commission',
'licenses': {
'columns': {
'license_number': 'license_number',
'business_name': 'business_legal_name',
'establishment_address_1': 'premise_street_address',
'establishment_address_2': 'premise_street_address_2',
'establishment_city': 'premise_city',
'establishment_zipcode': 'premise_zip_code',
'county': 'premise_county',
'license_type': 'license_type',
'application_status': 'license_status',
'lic_status': 'license_term',
'approved_license_type': 'license_designation',
'commence_operations_date': 'license_status_date',
'massachusetts_business': 'id',
'dba_name': 'business_dba_name',
'establishment_activities': 'activity',
'cccupdatedate': 'data_refreshed_date',
'establishment_state': 'premise_state',
'latitude': 'premise_latitude',
'longitude': 'premise_longitude',
},
'drop': [
'square_footage_establishment',
'cooperative_total_canopy',
'cooperative_cultivation_environment',
'establishment_cultivation_environment',
'abutters_count',
'is_abutters_notified',
'business_zipcode',
'dph_rmd_number',
'geocoded_county',
'geocoded_address',
'name_of_rmd',
'priority_applicant_type',
'rmd_priority_certification',
'dba_registration_city',
'county_lat',
'county_long',
]
},
}
def get_licenses_ma(
data_dir: Optional[str] = None,
**kwargs,
):
"""Get Massachusetts cannabis license data."""
# Get the licenses data.
ccc = OpenData()
licenses = ccc.get_licensees('approved')
# Standardize the licenses data.
constants = MASSACHUSETTS['licenses']
licenses.drop(columns=constants['drop'], inplace=True)
licenses.rename(columns=constants['columns'], inplace=True)
licenses = licenses.assign(
licensing_authority_id=MASSACHUSETTS['licensing_authority_id'],
licensing_authority=MASSACHUSETTS['licensing_authority'],
business_structure=None,
business_email=None,
business_owner_name=None,
parcel_number=None,
issue_date=None,
expiration_date=None,
business_image_url=None,
business_website=None,
business_phone=None,
)
# Append `premise_street_address_2` to `premise_street_address`.
cols = ['premise_street_address', 'premise_street_address_2']
licenses['premise_street_address'] = licenses[cols].apply(
lambda x : '{} {}'.format(x[0].strip(), x[1]).replace('nan', '').strip().replace(' ', ' '),
axis=1,
)
licenses.drop(columns=['premise_street_address_2'], inplace=True)
# Optional: Look-up business websites for each license.
# Save and return the data.
if data_dir is not None:
if not os.path.exists(data_dir): os.makedirs(data_dir)
timestamp = datetime.now().isoformat()[:19].replace(':', '-')
retailers = licenses.loc[licenses['license_type'].str.contains('Retailer')]
retailers.to_csv(f'{data_dir}/retailers-{STATE.lower()}-{timestamp}.csv', index=False)
licenses.to_csv(f'{data_dir}/licenses-{STATE.lower()}-{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)
args = arg_parser.parse_args()
except SystemExit:
args = {'d': DATA_DIR}
# Get licenses, saving them to the specified directory.
data_dir = args.get('d', args.get('data_dir'))
data = get_licenses_ma(data_dir)
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