def detail_stats(facility_id, user=None, state=None):
data = load_reports(user=user, state=state)
def fac_filter(r, facility_id):
if facility_id is None:
return True
elif facility_id == -999: # 'other' sites
return r['facility'] is None
else:
return r['facility'] == facility_id
filtered_data = [r for r in data if fac_filter(r, facility_id)]
facilities = facilities_by_id()
def month_detail(data, label):
categories = ['satisfied']
categories.extend(COMPLAINT_TYPES)
return {
'total': len(data),
'logs': sorted(data, key=lambda r: r['timestamp'], reverse=True),
'stats': dict((k, map_reduce(data, lambda r: [(r[k],)] if r.get(k) is not None else [], len)) for k in categories),
'clinic_totals': [[facilities.get(k), v] for k, v in map_reduce(data, lambda r: [(r['facility'],)], len).iteritems()],
'month': label[0],
'_month': label[1],
}
by_month = map_reduce(filtered_data, lambda r: [((r['month'], r['_month']), r)])
stats = [month_detail(by_month.get(month_key, []), month_key) for month_key in u.iter_report_range(filtered_data)]
return sorted(stats, key=lambda e: e['_month'])
def main_dashboard_stats(user=None, state=None):
data = load_reports(state=state, user=user)
facilities = facilities_by_id()
def month_stats(data, label):
return {
'total': len(data),
'satisfaction': map_reduce(data, lambda r: [(r['satisfied'],)], len),
'by_category': dict((k, len([r for r in data if k in r])) for k in COMPLAINT_TYPES),
'by_clinic': [[facilities.get(k), v] for k, v in map_reduce(data, lambda r: [(r['facility'],)], len).iteritems()],
'month': label[0],
'_month': label[1],
}
by_month = map_reduce(data, lambda r: [((r['month'], r['_month']), r)])
stats = [month_stats(by_month.get(month_key, []), month_key) for month_key in u.iter_report_range(data)]
return sorted(stats, key=lambda e: e['_month'])
def detail_stats(facility_id, user=None):
data = load_reports(user=user)
facilities = map_reduce(get_facilities(), lambda e: [(e['id'], e)], lambda v: v[0])
def fac_filter(r, facility_id):
if facility_id is None:
return True
elif facility_id == 999: # 'other' sites
return r['facility'] is None
else:
return r['facility'] == facility_id
filtered_data = [r for r in data if fac_filter(r, facility_id)]
LIMIT = 50
def month_detail(data, label):
return {
'total': len(data),
'logs': sorted(data, key=lambda r: r['timestamp'], reverse=True)[:LIMIT],
'stats': dict((k, map_reduce(data, lambda r: [(r[k],)], len)) for k in (
'satisfied',
'wait_bucket',
'staff_friendliness',
'price_display',
'drug_availability',
'cleanliness',
)),
'clinic_totals': [[facilities.get(k), v] for k, v in map_reduce(data, lambda r: [(r['facility'],)], len).iteritems()],
'month': label[0],
'_month': label[1],
}
by_month = map_reduce(filtered_data, lambda r: [((r['month'], r['_month']), r)])
stats = [month_detail(by_month.get(month_key, []), month_key) for month_key in u.iter_report_range(filtered_data)]
return sorted(stats, key=lambda e: e['_month'])
def main_dashboard_stats(user=None):
data = load_reports(user=user)
facilities = map_reduce(get_facilities(), lambda e: [(e['id'], e)], lambda v: v[0])
def month_stats(data, label):
return {
'total': len(data),
'satisfaction': map_reduce(data, lambda r: [(r['satisfied'],)], len),
'by_category': dict((k, len([r for r in data if r[k]])) for k in (
'waiting_time',
'staff_friendliness',
'price_display',
'drug_availability',
'cleanliness',
)),
'by_clinic': [[facilities.get(k), v] for k, v in map_reduce(data, lambda r: [(r['facility'],)], len).iteritems()],
'month': label[0],
'_month': label[1],
}
by_month = map_reduce(data, lambda r: [((r['month'], r['_month']), r)])
stats = [month_stats(by_month.get(month_key, []), month_key) for month_key in u.iter_report_range(data)]
return sorted(stats, key=lambda e: e['_month'])
