def fetch_stats_by_date_range_for_all_services(start_date,
end_date,
include_from_test_key=True,
only_active=True):
start_date = get_sydney_midnight_in_utc(start_date)
end_date = get_sydney_midnight_in_utc(end_date + timedelta(days=1))
table = NotificationHistory
if start_date >= datetime.utcnow() - timedelta(days=7):
table = Notification
subquery = db.session.query(table.notification_type, table.status,
table.service_id,
func.count(table.id).label('count')).filter(
table.created_at >= start_date,
table.created_at < end_date).group_by(
table.notification_type, table.status,
table.service_id)
if not include_from_test_key:
subquery = subquery.filter(table.key_type != KEY_TYPE_TEST)
subquery = subquery.subquery()
query = db.session.query(
Service.id.label('service_id'), Service.name, Service.restricted,
Service.research_mode, Service.active, Service.created_at,
Service.organisation_type, subquery.c.notification_type,
subquery.c.status, subquery.c.count).outerjoin(
subquery, subquery.c.service_id == Service.id).order_by(Service.id)
if only_active:
query = query.filter(Service.active)
return query.all()
def populate_redis_template_usage(service_id, day):
"""
Recalculate and replace the stats in redis for a day.
To be used if redis data is lost for some reason.
"""
if not current_app.config['REDIS_ENABLED']:
current_app.logger.error(
'Cannot populate redis template usage - redis not enabled')
sys.exit(1)
# the day variable is set by click to be midnight of that day
start_time = get_sydney_midnight_in_utc(day)
end_time = get_sydney_midnight_in_utc(day + timedelta(days=1))
usage = {
str(row.template_id): row.count
for row in db.session.query(Notification.template_id,
func.count().label('count')).
filter(Notification.service_id == service_id, Notification.created_at
>= start_time, Notification.created_at < end_time).group_by(
Notification.template_id)
}
current_app.logger.info(
'Populating usage dict for service {} day {}: {}'.format(
service_id, day, usage.items()))
if usage:
key = cache_key_for_service_template_usage_per_day(service_id, day)
redis_store.set_hash_and_expire(
key,
usage,
current_app.config['EXPIRE_CACHE_EIGHT_DAYS'],
raise_exception=True)
def fetch_aggregate_stats_by_date_range_for_all_services(start_date, end_date, include_from_test_key=True):
start_date = get_sydney_midnight_in_utc(start_date)
end_date = get_sydney_midnight_in_utc(end_date + timedelta(days=1))
table = NotificationHistory
if start_date >= datetime.utcnow() - timedelta(days=7):
table = Notification
query = db.session.query(
table.notification_type,
table.status,
table.key_type,
func.count(table.id).label('count')
).filter(
table.created_at >= start_date,
table.created_at < end_date
).group_by(
table.notification_type,
table.status,
table.key_type
).order_by(
table.notification_type
)
if not include_from_test_key:
query = query.filter(table.key_type != KEY_TYPE_TEST)
return query.all()
def dao_fetch_todays_stats_for_all_services(include_from_test_key=True,
only_active=True):
today_in_aet = convert_utc_to_aet(datetime.utcnow())
start_date = get_sydney_midnight_in_utc(today_in_aet)
end_date = get_sydney_midnight_in_utc(today_in_aet + timedelta(days=1))
subquery = db.session.query(
Notification.notification_type, Notification.status,
Notification.service_id,
func.count(Notification.id).label('count')).filter(
Notification.created_at >= start_date,
Notification.created_at < end_date).group_by(
Notification.notification_type, Notification.status,
Notification.service_id)
if not include_from_test_key:
subquery = subquery.filter(Notification.key_type != KEY_TYPE_TEST)
subquery = subquery.subquery()
query = db.session.query(
Service.id.label('service_id'), Service.name, Service.restricted,
Service.research_mode, Service.active, Service.created_at,
Service.organisation_type, subquery.c.notification_type,
subquery.c.status, subquery.c.count).outerjoin(
subquery, subquery.c.service_id == Service.id).order_by(Service.id)
if only_active:
query = query.filter(Service.active)
return query.all()
def fetch_notification_status_for_service_for_day(aet_day, service_id):
return db.session.query(
# return current month as a datetime so the data has the same shape as the ft_notification_status query
literal(aet_day.replace(day=1), type_=DateTime).label('month'),
Notification.notification_type,
Notification.status.label('notification_status'),
func.count().label('count')).filter(
Notification.created_at >= get_sydney_midnight_in_utc(aet_day),
Notification.created_at <
get_sydney_midnight_in_utc(aet_day + timedelta(days=1)),
Notification.service_id == service_id,
Notification.key_type != KEY_TYPE_TEST).group_by(
Notification.notification_type, Notification.status).all()
def fetch_notification_status_for_service_for_today_and_7_previous_days(
service_id, by_template=False, limit_days=7):
start_date = convert_utc_to_aet(midnight_n_days_ago(limit_days))
now = datetime.utcnow()
stats_for_7_days = db.session.query(
FactNotificationStatus.notification_type.label('notification_type'),
FactNotificationStatus.notification_status.label('status'),
*([FactNotificationStatus.template_id.label('template_id')]
if by_template else []),
FactNotificationStatus.notification_count.label('count')).filter(
FactNotificationStatus.service_id == service_id,
FactNotificationStatus.aet_date >= start_date,
FactNotificationStatus.key_type != KEY_TYPE_TEST)
stats_for_today = db.session.query(
Notification.notification_type.cast(db.Text), Notification.status,
*([Notification.template_id] if by_template else []),
func.count().label('count')).filter(
Notification.created_at >= get_sydney_midnight_in_utc(now),
Notification.service_id == service_id,
Notification.key_type != KEY_TYPE_TEST).group_by(
Notification.notification_type,
*([Notification.template_id] if by_template else []),
Notification.status)
all_stats_table = stats_for_7_days.union_all(stats_for_today).subquery()
query = db.session.query(
*([
Template.name.label("template_name"),
Template.is_precompiled_letter, all_stats_table.c.template_id
] if by_template else []),
all_stats_table.c.notification_type,
all_stats_table.c.status,
func.cast(func.sum(all_stats_table.c.count), Integer).label('count'),
)
if by_template:
query = query.filter(all_stats_table.c.template_id == Template.id)
return query.group_by(
*([
Template.name, Template.is_precompiled_letter,
all_stats_table.c.template_id
] if by_template else []),
all_stats_table.c.notification_type,
all_stats_table.c.status,
).all()
def fetch_notification_status_totals_for_all_services(start_date, end_date):
stats = db.session.query(
FactNotificationStatus.notification_type.label('notification_type'),
FactNotificationStatus.notification_status.label('status'),
FactNotificationStatus.key_type.label('key_type'),
func.sum(
FactNotificationStatus.notification_count).label('count')).filter(
FactNotificationStatus.aet_date >= start_date,
FactNotificationStatus.aet_date <= end_date).group_by(
FactNotificationStatus.notification_type,
FactNotificationStatus.notification_status,
FactNotificationStatus.key_type,
)
today = get_sydney_midnight_in_utc(datetime.utcnow())
if start_date <= datetime.utcnow().date() <= end_date:
stats_for_today = db.session.query(
Notification.notification_type.cast(
db.Text).label('notification_type'), Notification.status,
Notification.key_type,
func.count().label('count')).filter(
Notification.created_at >= today).group_by(
Notification.notification_type.cast(db.Text),
Notification.status,
Notification.key_type,
)
all_stats_table = stats.union_all(stats_for_today).subquery()
query = db.session.query(
all_stats_table.c.notification_type,
all_stats_table.c.status,
all_stats_table.c.key_type,
func.cast(func.sum(all_stats_table.c.count),
Integer).label('count'),
).group_by(
all_stats_table.c.notification_type,
all_stats_table.c.status,
all_stats_table.c.key_type,
).order_by(all_stats_table.c.notification_type)
else:
query = stats.order_by(FactNotificationStatus.notification_type)
return query.all()
def backfill_processing_time(start_date, end_date):
"""
Send historical processing time to Performance Platform.
"""
delta = end_date - start_date
print('Sending notification processing-time data for all days between {} and {}'.format(start_date, end_date))
for i in range(delta.days + 1):
# because the tz conversion funcs talk about midnight, and the midnight before last,
# we want to pretend we're running this from the next morning, so add one.
process_date = start_date + timedelta(days=i + 1)
process_start_date = get_midnight_for_day_before(process_date)
process_end_date = get_sydney_midnight_in_utc(process_date)
print('Sending notification processing-time for {} - {}'.format(
process_start_date.isoformat(),
process_end_date.isoformat()
))
send_processing_time_for_start_and_end(process_start_date, process_end_date)
def get_total_sent_notifications_for_day(day):
"""
:day a UTC datetime
"""
day_in_aet = convert_utc_to_aet(day)
start_date = get_sydney_midnight_in_utc(day_in_aet)
end_date = start_date + timedelta(days=1)
email_count = get_total_sent_notifications_in_date_range(start_date, end_date, 'email')
sms_count = get_total_sent_notifications_in_date_range(start_date, end_date, 'sms')
letter_count = get_total_sent_notifications_in_date_range(start_date, end_date, 'letter')
return {
"start_date": start_date,
"email": {
"count": email_count
},
"sms": {
"count": sms_count
},
"letter": {
"count": letter_count
},
}
def test_get_sydney_midnight_in_utc_returns_expected_date(date, expected_date):
"""
:param date a localized datetime
:param expected_date a UTC datetime
"""
assert get_sydney_midnight_in_utc(date) == expected_date
def fetch_count_of_complaints(start_date, end_date):
start_date = get_sydney_midnight_in_utc(start_date)
end_date = get_sydney_midnight_in_utc(end_date + timedelta(days=1))
return Complaint.query.filter(Complaint.created_at >= start_date, Complaint.created_at < end_date).count()
def fetch_monthly_template_usage_for_service(start_date, end_date, service_id):
# services_dao.replaces dao_fetch_monthly_historical_usage_by_template_for_service
stats = db.session.query(
FactNotificationStatus.template_id.label('template_id'),
Template.name.label('name'),
Template.template_type.label('template_type'),
Template.is_precompiled_letter.label('is_precompiled_letter'),
extract('month', FactNotificationStatus.aet_date).label('month'),
extract('year', FactNotificationStatus.aet_date).label('year'),
func.sum(
FactNotificationStatus.notification_count).label('count')).join(
Template,
FactNotificationStatus.template_id == Template.id).filter(
FactNotificationStatus.service_id == service_id,
FactNotificationStatus.aet_date >= start_date,
FactNotificationStatus.aet_date <= end_date,
FactNotificationStatus.key_type != KEY_TYPE_TEST,
FactNotificationStatus.notification_status !=
NOTIFICATION_CANCELLED,
).group_by(
FactNotificationStatus.template_id,
Template.name,
Template.template_type,
Template.is_precompiled_letter,
extract('month',
FactNotificationStatus.aet_date).label('month'),
extract('year',
FactNotificationStatus.aet_date).label('year'),
).order_by(extract('year', FactNotificationStatus.aet_date),
extract('month', FactNotificationStatus.aet_date),
Template.name)
if start_date <= convert_utc_to_aet(datetime.utcnow()) <= end_date:
today = get_sydney_midnight_in_utc(datetime.utcnow())
month = get_sydney_month_from_utc_column(Notification.created_at)
stats_for_today = db.session.query(
Notification.template_id.label('template_id'),
Template.name.label('name'),
Template.template_type.label('template_type'),
Template.is_precompiled_letter.label('is_precompiled_letter'),
extract('month', month).label('month'),
extract('year', month).label('year'),
func.count().label('count')).join(
Template,
Notification.template_id == Template.id,
).filter(Notification.created_at >= today,
Notification.service_id == service_id,
Notification.key_type != KEY_TYPE_TEST,
Notification.status != NOTIFICATION_CANCELLED).group_by(
Notification.template_id, Template.hidden,
Template.name, Template.template_type, month)
all_stats_table = stats.union_all(stats_for_today).subquery()
query = db.session.query(
all_stats_table.c.template_id,
all_stats_table.c.name,
all_stats_table.c.is_precompiled_letter,
all_stats_table.c.template_type,
func.cast(all_stats_table.c.month, Integer).label('month'),
func.cast(all_stats_table.c.year, Integer).label('year'),
func.cast(func.sum(all_stats_table.c.count),
Integer).label('count'),
).group_by(
all_stats_table.c.template_id,
all_stats_table.c.name,
all_stats_table.c.is_precompiled_letter,
all_stats_table.c.template_type,
all_stats_table.c.month,
all_stats_table.c.year,
).order_by(all_stats_table.c.year, all_stats_table.c.month,
all_stats_table.c.name)
else:
query = stats
return query.all()
def fetch_stats_for_all_services_by_date_range(start_date,
end_date,
include_from_test_key=True):
stats = db.session.query(
FactNotificationStatus.service_id.label('service_id'),
Service.name.label('name'), Service.restricted.label('restricted'),
Service.research_mode.label('research_mode'),
Service.active.label('active'), Service.created_at.label('created_at'),
FactNotificationStatus.notification_type.label('notification_type'),
FactNotificationStatus.notification_status.label('status'),
func.sum(
FactNotificationStatus.notification_count).label('count')).filter(
FactNotificationStatus.aet_date >= start_date,
FactNotificationStatus.aet_date <= end_date,
FactNotificationStatus.service_id == Service.id,
).group_by(
FactNotificationStatus.service_id.label('service_id'),
Service.name,
Service.restricted,
Service.research_mode,
Service.active,
Service.created_at,
FactNotificationStatus.notification_type,
FactNotificationStatus.notification_status,
).order_by(FactNotificationStatus.service_id,
FactNotificationStatus.notification_type)
if not include_from_test_key:
stats = stats.filter(FactNotificationStatus.key_type != KEY_TYPE_TEST)
if start_date <= datetime.utcnow().date() <= end_date:
today = get_sydney_midnight_in_utc(datetime.utcnow())
subquery = db.session.query(
Notification.notification_type.cast(
db.Text).label('notification_type'),
Notification.status.label('status'),
Notification.service_id.label('service_id'),
func.count(Notification.id).label('count')).filter(
Notification.created_at >= today).group_by(
Notification.notification_type, Notification.status,
Notification.service_id)
if not include_from_test_key:
subquery = subquery.filter(Notification.key_type != KEY_TYPE_TEST)
subquery = subquery.subquery()
stats_for_today = db.session.query(
Service.id.label('service_id'), Service.name.label('name'),
Service.restricted.label('restricted'),
Service.research_mode.label('research_mode'),
Service.active.label('active'),
Service.created_at.label('created_at'),
subquery.c.notification_type.label('notification_type'),
subquery.c.status.label('status'),
subquery.c.count.label('count')).outerjoin(
subquery, subquery.c.service_id == Service.id)
all_stats_table = stats.union_all(stats_for_today).subquery()
query = db.session.query(
all_stats_table.c.service_id,
all_stats_table.c.name,
all_stats_table.c.restricted,
all_stats_table.c.research_mode,
all_stats_table.c.active,
all_stats_table.c.created_at,
all_stats_table.c.notification_type,
all_stats_table.c.status,
func.cast(func.sum(all_stats_table.c.count),
Integer).label('count'),
).group_by(
all_stats_table.c.service_id,
all_stats_table.c.name,
all_stats_table.c.restricted,
all_stats_table.c.research_mode,
all_stats_table.c.active,
all_stats_table.c.created_at,
all_stats_table.c.notification_type,
all_stats_table.c.status,
).order_by(all_stats_table.c.name, all_stats_table.c.notification_type,
all_stats_table.c.status)
else:
query = stats
return query.all()
