python: report front-end for returning supporters
A reporting script similar to status_report.py that uses the new returning supporter method (added in 7aaba96) to provide a list of how many supporters have started supporting again after lapsing, bucketed by the number of months for which they had been lapsed.
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python/returning_report.py
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python/returning_report.py
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#!/usr/bin/env python3
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import argparse
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import collections
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import csv
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import datetime
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import functools
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import os
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import sys
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import django
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os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'supporters.settings')
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django.setup()
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from supporters.models import Date, Payment, Supporter
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MONTH_FMT = '%Y-%m'
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def parse_arguments(arglist):
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parser = argparse.ArgumentParser(
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prog='returning_report',
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description="Print a CSV report showing Supporters who returned",
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)
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month_date = functools.partial(Date.strptime, fmt=MONTH_FMT)
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parser.add_argument(
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'--start-month', type=month_date, metavar='YYYY-MM',
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default=Payment.objects.order_by('date').first().date,
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help="First month in report")
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parser.add_argument(
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'--end-month', type=month_date, metavar='YYYY-MM',
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default=Date.today(),
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help="Last month in report")
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args = parser.parse_args(arglist)
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if args.end_month < args.start_month:
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parser.error("End month predates start month")
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return args
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def report_month(month):
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annuals = collections.Counter(Supporter(name).status(month)
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for name in Supporter.iter_entities(['Annual']))
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monthlies = collections.Counter(Supporter(name).status(month)
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for name in Supporter.iter_entities(['Monthly']))
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eannuals = collections.Counter(Supporter(name).months_expired(month)
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for name in Supporter.iter_entities(['Annual']))
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emonthlies = collections.Counter(Supporter(name).months_expired(month)
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for name in Supporter.iter_entities(['Monthly']))
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return ((month.strftime(MONTH_FMT),)
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+ ((annuals + monthlies)[Supporter.STATUS_NEW],)
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+ ((eannuals + emonthlies)[Supporter.RETURNING_0MO],)
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+ ((eannuals + emonthlies)[Supporter.RETURNING_3MO],)
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+ ((eannuals + emonthlies)[Supporter.RETURNING_6MO],)
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+ ((eannuals + emonthlies)[Supporter.RETURNING_9MO],)
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+ ((eannuals + emonthlies)[Supporter.RETURNING_12MO],))
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def main(arglist):
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args = parse_arguments(arglist)
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out_csv = csv.writer(sys.stdout)
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# NOTE: 'Total New' here is the same as 'Total New' from status_report.py
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out_csv.writerow((
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'Month',
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'Total New',
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'Were 0-3mo expired', 'Were 3-6mo expired', 'Were 6-9mo expired',
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'Were 9-12mo expired', 'Were >1yr expired'
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))
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month = Date.from_pydate(args.start_month)
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while month <= args.end_month:
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out_csv.writerow(report_month(month))
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month = month.round_month_up()
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if __name__ == '__main__':
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main(None)
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