from datetime import date, datetime, timedelta from unittest import mock from uuid import UUID import pytest from freezegun import freeze_time from app.dao.fact_notification_status_dao import ( fetch_monthly_notification_statuses_per_service, fetch_monthly_template_usage_for_service, fetch_notification_status_for_service_by_month, fetch_notification_status_for_service_for_day, fetch_notification_status_for_service_for_today_and_7_previous_days, fetch_notification_status_totals_for_all_services, fetch_notification_statuses_for_job, fetch_stats_for_all_services_by_date_range, get_total_notifications_for_date_range, update_fact_notification_status, ) from app.models import ( EMAIL_TYPE, KEY_TYPE_TEAM, KEY_TYPE_TEST, LETTER_TYPE, NOTIFICATION_CREATED, NOTIFICATION_DELIVERED, NOTIFICATION_FAILED, NOTIFICATION_PENDING, NOTIFICATION_PERMANENT_FAILURE, NOTIFICATION_SENDING, NOTIFICATION_SENT, NOTIFICATION_TECHNICAL_FAILURE, NOTIFICATION_TEMPORARY_FAILURE, SMS_TYPE, FactNotificationStatus, ) from tests.app.db import ( create_ft_notification_status, create_job, create_notification, create_service, create_template, ) def test_fetch_notification_status_for_service_by_month(notify_db_session): service_1 = create_service(service_name='service_1') service_2 = create_service(service_name='service_2') create_ft_notification_status(date(2018, 1, 1), 'sms', service_1, count=4) create_ft_notification_status(date(2018, 1, 2), 'sms', service_1, count=10) create_ft_notification_status(date(2018, 1, 2), 'sms', service_1, notification_status='created') create_ft_notification_status(date(2018, 1, 3), 'email', service_1) create_ft_notification_status(date(2018, 2, 2), 'sms', service_1) # not included - too early create_ft_notification_status(date(2017, 12, 31), 'sms', service_1) # not included - too late create_ft_notification_status(date(2017, 3, 1), 'sms', service_1) # not included - wrong service create_ft_notification_status(date(2018, 1, 3), 'sms', service_2) # not included - test keys create_ft_notification_status(date(2018, 1, 3), 'sms', service_1, key_type=KEY_TYPE_TEST) results = sorted( fetch_notification_status_for_service_by_month(date(2018, 1, 1), date(2018, 2, 28), service_1.id), key=lambda x: (x.month, x.notification_type, x.notification_status) ) assert len(results) == 4 assert results[0].month.date() == date(2018, 1, 1) assert results[0].notification_type == 'email' assert results[0].notification_status == 'delivered' assert results[0].count == 1 assert results[1].month.date() == date(2018, 1, 1) assert results[1].notification_type == 'sms' assert results[1].notification_status == 'created' assert results[1].count == 1 assert results[2].month.date() == date(2018, 1, 1) assert results[2].notification_type == 'sms' assert results[2].notification_status == 'delivered' assert results[2].count == 14 assert results[3].month.date() == date(2018, 2, 1) assert results[3].notification_type == 'sms' assert results[3].notification_status == 'delivered' assert results[3].count == 1 def test_fetch_notification_status_for_service_for_day(notify_db_session): service_1 = create_service(service_name='service_1') service_2 = create_service(service_name='service_2') create_template(service=service_1) create_template(service=service_2) # too early create_notification(service_1.templates[0], created_at=datetime(2018, 5, 31, 22, 59, 0)) # included create_notification(service_1.templates[0], created_at=datetime(2018, 5, 31, 23, 0, 0)) create_notification(service_1.templates[0], created_at=datetime(2018, 6, 1, 22, 59, 0)) create_notification(service_1.templates[0], created_at=datetime(2018, 6, 1, 12, 0, 0), key_type=KEY_TYPE_TEAM) create_notification(service_1.templates[0], created_at=datetime(2018, 6, 1, 12, 0, 0), status='delivered') # test key create_notification(service_1.templates[0], created_at=datetime(2018, 6, 1, 12, 0, 0), key_type=KEY_TYPE_TEST) # wrong service create_notification(service_2.templates[0], created_at=datetime(2018, 6, 1, 12, 0, 0)) # tomorrow (somehow) create_notification(service_1.templates[0], created_at=datetime(2018, 6, 1, 23, 0, 0)) results = sorted( fetch_notification_status_for_service_for_day(datetime(2018, 6, 1), service_1.id), key=lambda x: x.notification_status ) assert len(results) == 2 assert results[0].month == datetime(2018, 6, 1, 0, 0) assert results[0].notification_type == 'sms' assert results[0].notification_status == 'created' assert results[0].count == 3 assert results[1].month == datetime(2018, 6, 1, 0, 0) assert results[1].notification_type == 'sms' assert results[1].notification_status == 'delivered' assert results[1].count == 1 @freeze_time('2018-10-31T18:00:00') def test_fetch_notification_status_for_service_for_today_and_7_previous_days(notify_db_session): service_1 = create_service(service_name='service_1') sms_template = create_template(service=service_1, template_type=SMS_TYPE) sms_template_2 = create_template(service=service_1, template_type=SMS_TYPE) email_template = create_template(service=service_1, template_type=EMAIL_TYPE) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, count=10) create_ft_notification_status(date(2018, 10, 24), 'sms', service_1, count=8) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, notification_status='created') create_ft_notification_status(date(2018, 10, 29), 'email', service_1, count=3) create_ft_notification_status(date(2018, 10, 26), 'letter', service_1, count=5) create_notification(sms_template, created_at=datetime(2018, 10, 31, 11, 0, 0)) create_notification(sms_template_2, created_at=datetime(2018, 10, 31, 11, 0, 0)) create_notification(sms_template, created_at=datetime(2018, 10, 31, 12, 0, 0), status='delivered') create_notification(email_template, created_at=datetime(2018, 10, 31, 13, 0, 0), status='delivered') # too early, shouldn't be included create_notification(service_1.templates[0], created_at=datetime(2018, 10, 30, 12, 0, 0), status='delivered') results = sorted( fetch_notification_status_for_service_for_today_and_7_previous_days(service_1.id), key=lambda x: (x.notification_type, x.status) ) assert len(results) == 4 assert results[0].notification_type == 'email' assert results[0].status == 'delivered' assert results[0].count == 4 assert results[1].notification_type == 'letter' assert results[1].status == 'delivered' assert results[1].count == 5 assert results[2].notification_type == 'sms' assert results[2].status == 'created' assert results[2].count == 3 assert results[3].notification_type == 'sms' assert results[3].status == 'delivered' assert results[3].count == 19 @freeze_time('2018-10-31T18:00:00') def test_fetch_notification_status_by_template_for_service_for_today_and_7_previous_days(notify_db_session): service_1 = create_service(service_name='service_1') sms_template = create_template(template_name='sms Template 1', service=service_1, template_type=SMS_TYPE) sms_template_2 = create_template(template_name='sms Template 2', service=service_1, template_type=SMS_TYPE) email_template = create_template(service=service_1, template_type=EMAIL_TYPE) # create unused email template create_template(service=service_1, template_type=EMAIL_TYPE) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, count=10) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, count=11) create_ft_notification_status(date(2018, 10, 24), 'sms', service_1, count=8) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, notification_status='created') create_ft_notification_status(date(2018, 10, 29), 'email', service_1, count=3) create_ft_notification_status(date(2018, 10, 26), 'letter', service_1, count=5) create_notification(sms_template, created_at=datetime(2018, 10, 31, 11, 0, 0)) create_notification(sms_template, created_at=datetime(2018, 10, 31, 12, 0, 0), status='delivered') create_notification(sms_template_2, created_at=datetime(2018, 10, 31, 12, 0, 0), status='delivered') create_notification(email_template, created_at=datetime(2018, 10, 31, 13, 0, 0), status='delivered') # too early, shouldn't be included create_notification(service_1.templates[0], created_at=datetime(2018, 10, 30, 12, 0, 0), status='delivered') results = fetch_notification_status_for_service_for_today_and_7_previous_days(service_1.id, by_template=True) assert [ ('email Template Name', False, mock.ANY, 'email', 'delivered', 1), ('email Template Name', False, mock.ANY, 'email', 'delivered', 3), ('letter Template Name', False, mock.ANY, 'letter', 'delivered', 5), ('sms Template 1', False, mock.ANY, 'sms', 'created', 1), ('sms Template Name', False, mock.ANY, 'sms', 'created', 1), ('sms Template 1', False, mock.ANY, 'sms', 'delivered', 1), ('sms Template 2', False, mock.ANY, 'sms', 'delivered', 1), ('sms Template Name', False, mock.ANY, 'sms', 'delivered', 8), ('sms Template Name', False, mock.ANY, 'sms', 'delivered', 10), ('sms Template Name', False, mock.ANY, 'sms', 'delivered', 11), ] == sorted(results, key=lambda x: (x.notification_type, x.status, x.template_name, x.count)) @pytest.mark.parametrize( "start_date, end_date, expected_email, expected_letters, expected_sms, expected_created_sms", [ (29, 30, 3, 10, 10, 1), # not including today (29, 31, 4, 10, 11, 2), # today included (26, 31, 4, 15, 11, 2), ] ) @freeze_time('2018-10-31 14:00') def test_fetch_notification_status_totals_for_all_services( notify_db_session, start_date, end_date, expected_email, expected_letters, expected_sms, expected_created_sms ): set_up_data() results = sorted( fetch_notification_status_totals_for_all_services( start_date=date(2018, 10, start_date), end_date=date(2018, 10, end_date)), key=lambda x: (x.notification_type, x.status) ) assert len(results) == 4 assert results[0].notification_type == 'email' assert results[0].status == 'delivered' assert results[0].count == expected_email assert results[1].notification_type == 'letter' assert results[1].status == 'delivered' assert results[1].count == expected_letters assert results[2].notification_type == 'sms' assert results[2].status == 'created' assert results[2].count == expected_created_sms assert results[3].notification_type == 'sms' assert results[3].status == 'delivered' assert results[3].count == expected_sms @freeze_time('2018-04-21 14:00') def test_fetch_notification_status_totals_for_all_services_works_in_bst( notify_db_session ): service_1 = create_service(service_name='service_1') sms_template = create_template(service=service_1, template_type=SMS_TYPE) email_template = create_template(service=service_1, template_type=EMAIL_TYPE) create_notification(sms_template, created_at=datetime(2018, 4, 20, 12, 0, 0), status='delivered') create_notification(sms_template, created_at=datetime(2018, 4, 21, 11, 0, 0), status='created') create_notification(sms_template, created_at=datetime(2018, 4, 21, 12, 0, 0), status='delivered') create_notification(email_template, created_at=datetime(2018, 4, 21, 13, 0, 0), status='delivered') create_notification(email_template, created_at=datetime(2018, 4, 21, 14, 0, 0), status='delivered') results = sorted( fetch_notification_status_totals_for_all_services( start_date=date(2018, 4, 21), end_date=date(2018, 4, 21)), key=lambda x: (x.notification_type, x.status) ) assert len(results) == 3 assert results[0].notification_type == 'email' assert results[0].status == 'delivered' assert results[0].count == 2 assert results[1].notification_type == 'sms' assert results[1].status == 'created' assert results[1].count == 1 assert results[2].notification_type == 'sms' assert results[2].status == 'delivered' assert results[2].count == 1 def set_up_data(): service_2 = create_service(service_name='service_2') create_template(service=service_2, template_type=LETTER_TYPE) service_1 = create_service(service_name='service_1') sms_template = create_template(service=service_1, template_type=SMS_TYPE) email_template = create_template(service=service_1, template_type=EMAIL_TYPE) create_ft_notification_status(date(2018, 10, 24), 'sms', service_1, count=8) create_ft_notification_status(date(2018, 10, 26), 'letter', service_1, count=5) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, count=10) create_ft_notification_status(date(2018, 10, 29), 'sms', service_1, notification_status='created') create_ft_notification_status(date(2018, 10, 29), 'email', service_1, count=3) create_ft_notification_status(date(2018, 10, 29), 'letter', service_2, count=10) create_notification(service_1.templates[0], created_at=datetime(2018, 10, 30, 12, 0, 0), status='delivered') create_notification(sms_template, created_at=datetime(2018, 10, 31, 11, 0, 0)) create_notification(sms_template, created_at=datetime(2018, 10, 31, 12, 0, 0), status='delivered') create_notification(email_template, created_at=datetime(2018, 10, 31, 13, 0, 0), status='delivered') return service_1, service_2 def test_fetch_notification_statuses_for_job(sample_template): j1 = create_job(sample_template) j2 = create_job(sample_template) create_ft_notification_status(date(2018, 10, 1), job=j1, notification_status='created', count=1) create_ft_notification_status(date(2018, 10, 1), job=j1, notification_status='delivered', count=2) create_ft_notification_status(date(2018, 10, 2), job=j1, notification_status='created', count=4) create_ft_notification_status(date(2018, 10, 1), job=j2, notification_status='created', count=8) assert {x.status: x.count for x in fetch_notification_statuses_for_job(j1.id)} == { 'created': 5, 'delivered': 2 } @freeze_time('2018-10-31 14:00') def test_fetch_stats_for_all_services_by_date_range(notify_db_session): service_1, service_2 = set_up_data() results = fetch_stats_for_all_services_by_date_range(start_date=date(2018, 10, 29), end_date=date(2018, 10, 31)) assert len(results) == 5 assert results[0].service_id == service_1.id assert results[0].notification_type == 'email' assert results[0].status == 'delivered' assert results[0].count == 4 assert results[1].service_id == service_1.id assert results[1].notification_type == 'sms' assert results[1].status == 'created' assert results[1].count == 2 assert results[2].service_id == service_1.id assert results[2].notification_type == 'sms' assert results[2].status == 'delivered' assert results[2].count == 11 assert results[3].service_id == service_2.id assert results[3].notification_type == 'letter' assert results[3].status == 'delivered' assert results[3].count == 10 assert results[4].service_id == service_2.id assert not results[4].notification_type assert not results[4].status assert not results[4].count @freeze_time('2018-03-30 14:00') def test_fetch_monthly_template_usage_for_service(sample_service): template_one = create_template(service=sample_service, template_type='sms', template_name='a') template_two = create_template(service=sample_service, template_type='email', template_name='b') template_three = create_template(service=sample_service, template_type='letter', template_name='c') create_ft_notification_status(bst_date=date(2017, 12, 10), service=sample_service, template=template_two, count=3) create_ft_notification_status(bst_date=date(2017, 12, 10), service=sample_service, template=template_one, count=6) create_ft_notification_status(bst_date=date(2018, 1, 1), service=sample_service, template=template_one, count=4) create_ft_notification_status(bst_date=date(2018, 3, 1), service=sample_service, template=template_three, count=5) create_notification(template=template_three, created_at=datetime.utcnow() - timedelta(days=1)) create_notification(template=template_three, created_at=datetime.utcnow()) results = fetch_monthly_template_usage_for_service( datetime(2017, 4, 1), datetime(2018, 3, 31), sample_service.id ) assert len(results) == 4 assert results[0].template_id == template_one.id assert results[0].name == template_one.name assert results[0].is_precompiled_letter is False assert results[0].template_type == template_one.template_type assert results[0].month == 12 assert results[0].year == 2017 assert results[0].count == 6 assert results[1].template_id == template_two.id assert results[1].name == template_two.name assert results[1].is_precompiled_letter is False assert results[1].template_type == template_two.template_type assert results[1].month == 12 assert results[1].year == 2017 assert results[1].count == 3 assert results[2].template_id == template_one.id assert results[2].name == template_one.name assert results[2].is_precompiled_letter is False assert results[2].template_type == template_one.template_type assert results[2].month == 1 assert results[2].year == 2018 assert results[2].count == 4 assert results[3].template_id == template_three.id assert results[3].name == template_three.name assert results[3].is_precompiled_letter is False assert results[3].template_type == template_three.template_type assert results[3].month == 3 assert results[3].year == 2018 assert results[3].count == 6 @freeze_time('2018-03-30 14:00') def test_fetch_monthly_template_usage_for_service_does_join_to_notifications_if_today_is_not_in_date_range( sample_service ): template_one = create_template(service=sample_service, template_type='sms', template_name='a') template_two = create_template(service=sample_service, template_type='email', template_name='b') create_ft_notification_status(bst_date=date(2018, 2, 1), service=template_two.service, template=template_two, count=15) create_ft_notification_status(bst_date=date(2018, 2, 2), service=template_one.service, template=template_one, count=20) create_ft_notification_status(bst_date=date(2018, 3, 1), service=template_one.service, template=template_one, count=3) create_notification(template=template_one, created_at=datetime.utcnow()) results = fetch_monthly_template_usage_for_service( datetime(2018, 1, 1), datetime(2018, 2, 20), template_one.service_id ) assert len(results) == 2 assert results[0].template_id == template_one.id assert results[0].name == template_one.name assert results[0].is_precompiled_letter == template_one.is_precompiled_letter assert results[0].template_type == template_one.template_type assert results[0].month == 2 assert results[0].year == 2018 assert results[0].count == 20 assert results[1].template_id == template_two.id assert results[1].name == template_two.name assert results[1].is_precompiled_letter == template_two.is_precompiled_letter assert results[1].template_type == template_two.template_type assert results[1].month == 2 assert results[1].year == 2018 assert results[1].count == 15 @freeze_time('2018-03-30 14:00') def test_fetch_monthly_template_usage_for_service_does_not_include_cancelled_status( sample_template ): create_ft_notification_status(bst_date=date(2018, 3, 1), service=sample_template.service, template=sample_template, notification_status='cancelled', count=15) create_notification(template=sample_template, created_at=datetime.utcnow(), status='cancelled') results = fetch_monthly_template_usage_for_service( datetime(2018, 1, 1), datetime(2018, 3, 31), sample_template.service_id ) assert len(results) == 0 @freeze_time('2018-03-30 14:00') def test_fetch_monthly_template_usage_for_service_does_not_include_test_notifications( sample_template ): create_ft_notification_status(bst_date=date(2018, 3, 1), service=sample_template.service, template=sample_template, notification_status='delivered', key_type='test', count=15) create_notification(template=sample_template, created_at=datetime.utcnow(), status='delivered', key_type='test',) results = fetch_monthly_template_usage_for_service( datetime(2018, 1, 1), datetime(2018, 3, 31), sample_template.service_id ) assert len(results) == 0 @freeze_time('2019-05-10 14:00') def test_fetch_monthly_notification_statuses_per_service(notify_db_session): service_one = create_service(service_name='service one', service_id=UUID('e4e34c4e-73c1-4802-811c-3dd273f21da4')) service_two = create_service(service_name='service two', service_id=UUID('b19d7aad-6f09-4198-8b62-f6cf126b87e5')) create_ft_notification_status(date(2019, 4, 30), notification_type='letter', service=service_one, notification_status=NOTIFICATION_DELIVERED) create_ft_notification_status(date(2019, 3, 1), notification_type='email', service=service_one, notification_status=NOTIFICATION_SENDING, count=4) create_ft_notification_status(date(2019, 3, 1), notification_type='email', service=service_one, notification_status=NOTIFICATION_PENDING, count=1) create_ft_notification_status(date(2019, 3, 2), notification_type='email', service=service_one, notification_status=NOTIFICATION_TECHNICAL_FAILURE, count=2) create_ft_notification_status(date(2019, 3, 7), notification_type='email', service=service_one, notification_status=NOTIFICATION_FAILED, count=1) create_ft_notification_status(date(2019, 3, 10), notification_type='letter', service=service_two, notification_status=NOTIFICATION_PERMANENT_FAILURE, count=1) create_ft_notification_status(date(2019, 3, 10), notification_type='letter', service=service_two, notification_status=NOTIFICATION_PERMANENT_FAILURE, count=1) create_ft_notification_status(date(2019, 3, 13), notification_type='sms', service=service_one, notification_status=NOTIFICATION_SENT, count=1) create_ft_notification_status(date(2019, 4, 1), notification_type='letter', service=service_two, notification_status=NOTIFICATION_TEMPORARY_FAILURE, count=10) create_ft_notification_status(date(2019, 3, 31), notification_type='letter', service=service_one, notification_status=NOTIFICATION_DELIVERED) results = fetch_monthly_notification_statuses_per_service(date(2019, 3, 1), date(2019, 4, 30)) assert len(results) == 6 # column order: date, service_id, service_name, notifaction_type, count_sending, count_delivered, # count_technical_failure, count_temporary_failure, count_permanent_failure, count_sent assert [x for x in results[0]] == [date(2019, 3, 1), service_two.id, 'service two', 'letter', 0, 0, 0, 0, 2, 0] assert [x for x in results[1]] == [date(2019, 3, 1), service_one.id, 'service one', 'email', 5, 0, 3, 0, 0, 0] assert [x for x in results[2]] == [date(2019, 3, 1), service_one.id, 'service one', 'letter', 0, 1, 0, 0, 0, 0] assert [x for x in results[3]] == [date(2019, 3, 1), service_one.id, 'service one', 'sms', 0, 0, 0, 0, 0, 1] assert [x for x in results[4]] == [date(2019, 4, 1), service_two.id, 'service two', 'letter', 0, 0, 0, 10, 0, 0] assert [x for x in results[5]] == [date(2019, 4, 1), service_one.id, 'service one', 'letter', 0, 1, 0, 0, 0, 0] @freeze_time('2019-04-10 14:00') def test_fetch_monthly_notification_statuses_per_service_for_rows_that_should_be_excluded(notify_db_session): valid_service = create_service(service_name='valid service') inactive_service = create_service(service_name='inactive', active=False) research_mode_service = create_service(service_name='research_mode', research_mode=True) restricted_service = create_service(service_name='restricted', restricted=True) # notification in 'created' state create_ft_notification_status(date(2019, 3, 15), service=valid_service, notification_status=NOTIFICATION_CREATED) # notification created by inactive service create_ft_notification_status(date(2019, 3, 15), service=inactive_service) # notification created with test key create_ft_notification_status(date(2019, 3, 12), service=valid_service, key_type=KEY_TYPE_TEST) # notification created by research mode service create_ft_notification_status(date(2019, 3, 2), service=research_mode_service) # notification created by trial mode service create_ft_notification_status(date(2019, 3, 19), service=restricted_service) # notifications outside date range create_ft_notification_status(date(2019, 2, 28), service=valid_service) create_ft_notification_status(date(2019, 4, 1), service=valid_service) results = fetch_monthly_notification_statuses_per_service(date(2019, 3, 1), date(2019, 3, 31)) assert len(results) == 0 def test_get_total_notifications_for_date_range(sample_service): template_sms = create_template(service=sample_service, template_type='sms', template_name='a') template_email = create_template(service=sample_service, template_type='email', template_name='b') template_letter = create_template(service=sample_service, template_type='letter', template_name='c') create_ft_notification_status(bst_date=date(2021, 2, 28), service=template_email.service, template=template_email, count=15) create_ft_notification_status(bst_date=date(2021, 2, 28), service=template_sms.service, template=template_sms, count=20) create_ft_notification_status(bst_date=date(2021, 2, 28), service=template_letter.service, template=template_letter, count=3) create_ft_notification_status(bst_date=date(2021, 3, 1), service=template_email.service, template=template_email, count=15) create_ft_notification_status(bst_date=date(2021, 3, 1), service=template_sms.service, template=template_sms, count=20) create_ft_notification_status(bst_date=date(2021, 3, 1), service=template_letter.service, template=template_letter, count=3) results = get_total_notifications_for_date_range(start_date=datetime(2021, 3, 1), end_date=datetime(2021, 3, 1)) assert len(results) == 1 assert results[0] == ("2021-03-01", 15, 20, 3) @freeze_time('2022-03-31T18:00:00') @pytest.mark.parametrize('created_at_utc,process_day,expected_count', [ # Clocks change on the 27th of March 2022, so the query needs to look at the # time range 00:00 - 23:00 (UTC) thereafter. ('2022-03-27T00:30', date(2022, 3, 27), 1), # 27/03 00:30 GMT ('2022-03-27T22:30', date(2022, 3, 27), 1), # 27/03 23:30 BST ('2022-03-27T23:30', date(2022, 3, 27), 0), # 28/03 00:30 BST ('2022-03-26T23:30', date(2022, 3, 26), 1), # 26/03 23:30 GMT ]) def test_update_fact_notification_status_respects_gmt_bst( sample_template, sample_service, created_at_utc, process_day, expected_count, ): create_notification(template=sample_template, created_at=created_at_utc) update_fact_notification_status(process_day, SMS_TYPE, sample_service.id) assert FactNotificationStatus.query.filter_by( service_id=sample_service.id, bst_date=process_day ).count() == expected_count