def setUp(self):
"""
Tests mostly based around January 2014, where two holidays, New Years Day
and MLK day, fall on the 1st and 20th, respectively.
January 2014
Su Mo Tu We Th Fr Sa
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
"""
self.bt = BusinessTime(holidays=USFederalHolidays())
def test_businesstime_holidays_date_desc(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
memorial_day_2017 = datetime(2017, 5, 29, 12, 0)
memorial_day_2018 = datetime(2018, 5, 28, 12, 0)
# Note that we test the later memorial day first, internally populating
# the holidays cache starting with memorial day 2018. We then verify
# that memorial day 2017 is properly classified as a holiday.
is_memorial_day_2018_holiday = bt_cal.isholiday(memorial_day_2018)
is_memorial_day_2017_holiday = bt_cal.isholiday(memorial_day_2017)
is_non_holiday_holiday = bt_cal.isholiday(non_holiday)
self.assertTrue(is_memorial_day_2017_holiday)
self.assertTrue(is_memorial_day_2018_holiday)
self.assertFalse(is_non_holiday_holiday)
def test_businesstime_holidays_date_desc(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
memorial_day_2017 = datetime(2017, 5, 29, 12, 0)
memorial_day_2018 = datetime(2018, 5, 28, 12, 0)
# Note that we test the later memorial day first, internally populating
# the holidays cache starting with memorial day 2018. We then verify
# that memorial day 2017 is properly classified as a holiday.
is_memorial_day_2018_holiday = bt_cal.isholiday(memorial_day_2018)
is_memorial_day_2017_holiday = bt_cal.isholiday(memorial_day_2017)
is_non_holiday_holiday = bt_cal.isholiday(non_holiday)
self.assertTrue(is_memorial_day_2017_holiday)
self.assertTrue(is_memorial_day_2018_holiday)
self.assertFalse(is_non_holiday_holiday)
def setUp(self):
"""
Tests mostly based around January 2014, where two holidays, New Years Day
and MLK day, fall on the 1st and 20th, respectively.
January 2014
Su Mo Tu We Th Fr Sa
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
"""
self.bt = BusinessTime(holidays=USFederalHolidays())
def test_lots_of_holidays(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
non_holiday2 = datetime(2018, 2, 3, 12, 0)
non_holiday3 = datetime(2018, 6, 4, 12, 0)
non_holiday4 = datetime(2018, 11, 21, 12, 0)
memorial_day = datetime(2018, 5, 28, 12, 0)
new_year_day = datetime(2018, 1, 1, 12, 0)
labor_day = datetime(2018, 9, 3, 12, 0)
christmas = datetime(2018, 12, 25, 12, 0)
self.assertFalse(bt_cal.isholiday(non_holiday))
self.assertTrue(bt_cal.isholiday(memorial_day))
self.assertTrue(bt_cal.isholiday(new_year_day))
self.assertFalse(bt_cal.isholiday(non_holiday2))
self.assertFalse(bt_cal.isholiday(non_holiday4))
self.assertTrue(bt_cal.isholiday(labor_day))
self.assertFalse(bt_cal.isholiday(non_holiday3))
self.assertTrue(bt_cal.isholiday(christmas))
def test_lots_of_holidays(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
non_holiday2 = datetime(2018, 2, 3, 12, 0)
non_holiday3 = datetime(2018, 6, 4, 12, 0)
non_holiday4 = datetime(2018, 11, 21, 12, 0)
memorial_day = datetime(2018, 5, 28, 12, 0)
new_year_day = datetime(2018, 1, 1, 12, 0)
labor_day = datetime(2018, 9, 3, 12, 0)
christmas = datetime(2018, 12, 25, 12, 0)
self.assertFalse(bt_cal.isholiday(non_holiday))
self.assertTrue(bt_cal.isholiday(memorial_day))
self.assertTrue(bt_cal.isholiday(new_year_day))
self.assertFalse(bt_cal.isholiday(non_holiday2))
self.assertFalse(bt_cal.isholiday(non_holiday4))
self.assertTrue(bt_cal.isholiday(labor_day))
self.assertFalse(bt_cal.isholiday(non_holiday3))
self.assertTrue(bt_cal.isholiday(christmas))
def test_holidays_specified_as_list(self):
bd = BusinessTime(holidays=[date(2014, 1, 1)])
self.assertTrue(bd.isholiday(date(2014, 1, 1)))
self.assertFalse(bd.isholiday(date(2014, 1, 2)))
class BusinessTimeTest(unittest.TestCase):
def setUp(self):
"""
Tests mostly based around January 2014, where two holidays, New Years Day
and MLK day, fall on the 1st and 20th, respectively.
January 2014
Su Mo Tu We Th Fr Sa
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
"""
self.bt = BusinessTime(holidays=USFederalHolidays())
def test_iterdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17), datetime(
2014, 1, 18), datetime(2014, 1, 19), datetime(2014, 1, 20),
datetime(2014, 1, 21)))
def test_iterdays_same_day(self):
start = datetime(2014, 1, 16, 12, 15)
end = datetime(2014, 1, 16, 12, 16)
self.assertEqual(
tuple(self.bt.iterdays(start, end)), (datetime(2014, 1, 16), ))
def test_iterdays_clears_time(self):
start = datetime(2014, 1, 16, 12, 12, 11)
end = datetime(2014, 1, 18, 15)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17)))
def test_iterweekdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterweekdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17), datetime(
2014, 1, 20), datetime(2014, 1, 21)))
def test_iterbusinessdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterbusinessdays(start, end)), (datetime(
2014, 1, 16), datetime(2014, 1, 17), datetime(2014, 1, 21)))
def test_iterbusinessdays_conforms_to_business_hours(self):
start = datetime(2014, 1, 16, 17, 1)
end = datetime(2014, 1, 23, 2)
self.assertEqual(
tuple(self.bt.iterbusinessdays(start, end)), (datetime(
2014, 1, 17), datetime(2014, 1, 21), datetime(2014, 1, 22)))
def test_isduringbusinessday(self):
self.assertTrue(
self.bt.isduringbusinesshours(datetime(2014, 1, 15, 12)))
self.assertFalse(self.bt.isduringbusinesshours(datetime(2014, 1, 15)))
self.assertFalse(
self.bt.isduringbusinesshours(datetime(2014, 1, 18, 11)))
self.assertFalse(
self.bt.isduringbusinesshours(datetime(2014, 1, 20, 11, 46, 43)))
def test_holidays_specified_as_list(self):
bd = BusinessTime(holidays=[date(2014, 1, 1)])
self.assertTrue(bd.isholiday(date(2014, 1, 1)))
self.assertFalse(bd.isholiday(date(2014, 1, 2)))
def test_no_holidays(self):
bt = BusinessTime()
self.assertFalse(bt.isholiday(date(2014, 1, 1)))
def test_businesstimedelta_after_during(self):
start = datetime(2014, 1, 16, 18, 30)
end = datetime(2014, 1, 22, 10, 0)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=2, hours=1))
def test_businesstimedelta_1_minute_after_during(self):
"""https://github.com/seatgeek/businesstime/issues/7"""
start = datetime(2015, 2, 23, 17, 0)
end = datetime(2015, 2, 24, 14, 20)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=5, minutes=20))
start = datetime(2015, 2, 23, 17, 1)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=5, minutes=20))
def test_businesstimedelta_nonbusiness_after(self):
start = datetime(2014, 1, 12, 12)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=4, hours=8))
def test_businesstimedelta_business_after(self):
start = datetime(2018, 3, 1, 19)
end = datetime(2018, 3, 2, 19)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=0, hours=8))
def test_businesstimedelta_before_after(self):
start = datetime(2014, 1, 13, 4)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=4, hours=8))
def test_businesstimedelta_during_after(self):
start = datetime(2014, 1, 30, 12, 15)
end = datetime(2014, 1, 31, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1, hours=4, minutes=45))
def test_businesstimedelta_during_before(self):
start = datetime(2014, 8, 4, 11)
end = datetime(2014, 8, 6, 5)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=1, hours=6))
def test_businesstimedelta_before_before(self):
start = datetime(2014, 8, 4, 1)
end = datetime(2014, 8, 4, 5)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=0))
def test_businesstimedelta_after_after(self):
start = datetime(2014, 8, 4, 22)
end = datetime(2014, 8, 4, 23)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=0))
def test_businesstimedelta_during_nonbusiness(self):
start = datetime(2014, 1, 10, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(minutes=45))
def test_businesstimedelta_during_nonbusiness2(self):
start = datetime(2014, 1, 9, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(
days=1, minutes=45))
def test_businesstimedelta_after_nonbusiness(self):
start = datetime(2014, 1, 10, 17, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(self.bt.businesstimedelta(start, end), timedelta())
def test_businesstimedelta_during_during(self):
start = datetime(2014, 1, 2, 9, 12)
end = datetime(2014, 1, 3, 9, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=7, minutes=58))
def test_businesstimedelta_during_during2(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 3, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(
days=1, minutes=2))
def test_businesstimedelta_during_during3(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 2, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(minutes=2))
def test_businesstimedelta_nonbusiness_nonbusiness(self):
start = datetime(2014, 1, 4, 9, 10)
end = datetime(2014, 1, 4, 9, 12)
self.assertEqual(self.bt.businesstimedelta(start, end), timedelta())
def test_businesstimedelta_exactly_one_day(self):
start = datetime(2014, 1, 7, 10)
end = datetime(2014, 1, 8, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=1))
def test_businesstimedelta_exactly_one_day2(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/3
"""
start = datetime(2014, 1, 7, 9)
end = datetime(2014, 1, 8, 9)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=1))
def test_businesstimedelta_during_during_reverse(self):
end = datetime(2014, 1, 2, 9, 12)
start = datetime(2014, 1, 3, 9, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=-7, minutes=-58))
def test_businesstime_hours_exactly_one_day(self):
start = datetime(2014, 1, 16, 9, 0)
end = datetime(2014, 1, 17, 9, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=8))
def test_businesstime_hours_one_day(self):
start = datetime(2014, 1, 16, 9, 0)
end = datetime(2014, 1, 17, 15, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=14))
def test_businesstime_hours_one_day_reverse(self):
start = datetime(2014, 1, 17, 9, 0)
end = datetime(2014, 1, 16, 9, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=-8))
def test_businesstime_out_of_hours_start(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 9, 9, 0)
end = datetime(2014, 8, 11, 17, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=8))
def test_businesstime_out_of_hours_start_end(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 9, 9, 0)
end = datetime(2014, 8, 11, 23, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=8))
def test_businesstime_out_of_hours_end(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 8, 9, 0)
end = datetime(2014, 8, 11, 23, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=16))
class BusinessTimeTest(unittest.TestCase):
def setUp(self):
"""
Tests mostly based around January 2014, where two holidays, New Years Day
and MLK day, fall on the 1st and 20th, respectively.
January 2014
Su Mo Tu We Th Fr Sa
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
"""
self.bt = BusinessTime(holidays=USFederalHolidays())
def test_iterdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(
datetime(2014, 1, 16),
datetime(2014, 1, 17),
datetime(2014, 1, 18),
datetime(2014, 1, 19),
datetime(2014, 1, 20),
datetime(2014, 1, 21)
)
)
def test_iterdays_same_day(self):
start = datetime(2014, 1, 16, 12, 15)
end = datetime(2014, 1, 16, 12, 16)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(
datetime(2014, 1, 16),
)
)
def test_iterdays_clears_time(self):
start = datetime(2014, 1, 16, 12, 12, 11)
end = datetime(2014, 1, 18, 15)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(
datetime(2014, 1, 16),
datetime(2014, 1, 17)
)
)
def test_iterweekdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterweekdays(start, end)),
(
datetime(2014, 1, 16),
datetime(2014, 1, 17),
datetime(2014, 1, 20),
datetime(2014, 1, 21)
)
)
def test_iterbusinessdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterbusinessdays(start, end)),
(
datetime(2014, 1, 16),
datetime(2014, 1, 17),
datetime(2014, 1, 21)
)
)
def test_iterbusinessdays_conforms_to_business_hours(self):
start = datetime(2014, 1, 16, 17, 1)
end = datetime(2014, 1, 23, 2)
self.assertEqual(
tuple(self.bt.iterbusinessdays(start, end)),
(
datetime(2014, 1, 17),
datetime(2014, 1, 21),
datetime(2014, 1, 22)
)
)
def test_isduringbusinessday(self):
self.assertTrue(self.bt.isduringbusinesshours(datetime(2014, 1, 15, 12)))
self.assertFalse(self.bt.isduringbusinesshours(datetime(2014, 1, 15)))
self.assertFalse(self.bt.isduringbusinesshours(datetime(2014, 1, 18, 11)))
self.assertFalse(self.bt.isduringbusinesshours(datetime(2014, 1, 20, 11, 46, 43)))
def test_holidays_specified_as_list(self):
bd = BusinessTime(holidays=[date(2014, 1, 1)])
self.assertTrue(bd.isholiday(date(2014, 1, 1)))
self.assertFalse(bd.isholiday(date(2014, 1, 2)))
def test_businesstimedelta_after_during(self):
start = datetime(2014, 1, 16, 18, 30)
end = datetime(2014, 1, 22, 10, 0)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=2, hours=1)
)
def test_businesstimedelta_nonbusiness_after(self):
start = datetime(2014, 1, 12, 12)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=4, hours=8)
)
def test_businesstimedelta_before_after(self):
start = datetime(2014, 1, 13, 4)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=4, hours=8)
)
def test_businesstimedelta_during_after(self):
start = datetime(2014, 1, 30, 12, 15)
end = datetime(2014, 1, 31, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1, hours=4, minutes=45)
)
def test_businesstimedelta_during_before(self):
start = datetime(2014, 8, 4, 11)
end = datetime(2014, 8, 6, 5)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1, hours=6)
)
def test_businesstimedelta_before_before(self):
start = datetime(2014, 8, 4, 1)
end = datetime(2014, 8, 4, 5)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=0)
)
def test_businesstimedelta_after_after(self):
start = datetime(2014, 8, 4, 22)
end = datetime(2014, 8, 4, 23)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=0)
)
def test_businesstimedelta_during_nonbusiness(self):
start = datetime(2014, 1, 10, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(minutes=45)
)
def test_businesstimedelta_during_nonbusiness2(self):
start = datetime(2014, 1, 9, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1, minutes=45)
)
def test_businesstimedelta_after_nonbusiness(self):
start = datetime(2014, 1, 10, 17, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta()
)
def test_businesstimedelta_during_during(self):
start = datetime(2014, 1, 2, 9, 12)
end = datetime(2014, 1, 3, 9, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=7, minutes=58)
)
def test_businesstimedelta_during_during2(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 3, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1, minutes=2)
)
def test_businesstimedelta_during_during3(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 2, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(minutes=2)
)
def test_businesstimedelta_nonbusiness_nonbusiness(self):
start = datetime(2014, 1, 4, 9, 10)
end = datetime(2014, 1, 4, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta()
)
def test_businesstimedelta_exactly_one_day(self):
start = datetime(2014, 1, 7, 10)
end = datetime(2014, 1, 8, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1)
)
def test_businesstimedelta_exactly_one_day2(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/3
"""
start = datetime(2014, 1, 7, 9)
end = datetime(2014, 1, 8, 9)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1)
)
def test_holidays_specified_as_list(self):
bd = BusinessTime(holidays=[date(2014, 1, 1)])
self.assertTrue(bd.isholiday(date(2014, 1, 1)))
self.assertFalse(bd.isholiday(date(2014, 1, 2)))
from common.admins import ADMINS
from common.git_hub_api import submit_graphql_search_query
ISSUE_CATEGORIES = {
'question': {'question', 'getting started'},
'support': {'support', 'non-library'},
'bug': {'bug', 'docs', 'security'},
'twilio_enhancement': {'twilio enhancement', 'sendgrid enhancement'},
'community_enhancement': {'community enhancement'},
}
ISSUE_STATUSES = {'duplicate', 'invalid'}
DATE_TIME_FORMAT = '%Y-%m-%dT%H:%M:%SZ'
BUSINESS_TIME = BusinessTime(holidays=USFederalHolidays())
class Issue:
def __init__(self, issue_json: Dict, end_date: str):
try:
self.issue_json = issue_json
self.end_date = end_date
self.author = get_author(issue_json)
self.type = issue_json['__typename']
self.created_at = issue_json['createdAt']
self.url = issue_json['url']
self.reaction_count = issue_json.get('reactions',
{}).get('totalCount')
if 'timelineItems' in issue_json:
class BusinessTimeTest(unittest.TestCase):
def setUp(self):
"""
Tests mostly based around January 2014, where two holidays, New Years Day
and MLK day, fall on the 1st and 20th, respectively.
January 2014
Su Mo Tu We Th Fr Sa
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
"""
self.bt = BusinessTime(holidays=USFederalHolidays())
def test_iterdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17), datetime(
2014, 1, 18), datetime(2014, 1, 19), datetime(2014, 1, 20),
datetime(2014, 1, 21)))
def test_iterdays_same_day(self):
start = datetime(2014, 1, 16, 12, 15)
end = datetime(2014, 1, 16, 12, 16)
self.assertEqual(
tuple(self.bt.iterdays(start, end)), (datetime(2014, 1, 16), ))
def test_iterdays_clears_time(self):
start = datetime(2014, 1, 16, 12, 12, 11)
end = datetime(2014, 1, 18, 15)
self.assertEqual(
tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17)))
def test_iterweekdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterweekdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17), datetime(
2014, 1, 20), datetime(2014, 1, 21)))
def test_iterbusinessdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(
tuple(self.bt.iterbusinessdays(start, end)), (datetime(
2014, 1, 16), datetime(2014, 1, 17), datetime(2014, 1, 21)))
def test_iterbusinessdays_conforms_to_business_hours(self):
start = datetime(2014, 1, 16, 17, 1)
end = datetime(2014, 1, 23, 2)
self.assertEqual(
tuple(self.bt.iterbusinessdays(start, end)), (datetime(
2014, 1, 17), datetime(2014, 1, 21), datetime(2014, 1, 22)))
def test_isduringbusinessday(self):
self.assertTrue(
self.bt.isduringbusinesshours(datetime(2014, 1, 15, 12)))
self.assertFalse(self.bt.isduringbusinesshours(datetime(2014, 1, 15)))
self.assertFalse(
self.bt.isduringbusinesshours(datetime(2014, 1, 18, 11)))
self.assertFalse(
self.bt.isduringbusinesshours(datetime(2014, 1, 20, 11, 46, 43)))
def test_holidays_specified_as_list(self):
bd = BusinessTime(holidays=[date(2014, 1, 1)])
self.assertTrue(bd.isholiday(date(2014, 1, 1)))
self.assertFalse(bd.isholiday(date(2014, 1, 2)))
def test_no_holidays(self):
bt = BusinessTime()
self.assertFalse(bt.isholiday(date(2014, 1, 1)))
def test_businesstimedelta_after_during(self):
start = datetime(2014, 1, 16, 18, 30)
end = datetime(2014, 1, 22, 10, 0)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=2, hours=1))
def test_businesstimedelta_1_minute_after_during(self):
"""https://github.com/seatgeek/businesstime/issues/7"""
start = datetime(2015, 2, 23, 17, 0)
end = datetime(2015, 2, 24, 14, 20)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=5, minutes=20))
start = datetime(2015, 2, 23, 17, 1)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=5, minutes=20))
def test_businesstimedelta_nonbusiness_after(self):
start = datetime(2014, 1, 12, 12)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=4, hours=8))
def test_businesstimedelta_before_after(self):
start = datetime(2014, 1, 13, 4)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=4, hours=8))
def test_businesstimedelta_during_after(self):
start = datetime(2014, 1, 30, 12, 15)
end = datetime(2014, 1, 31, 19, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(days=1, hours=4, minutes=45))
def test_businesstimedelta_during_before(self):
start = datetime(2014, 8, 4, 11)
end = datetime(2014, 8, 6, 5)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=1, hours=6))
def test_businesstimedelta_before_before(self):
start = datetime(2014, 8, 4, 1)
end = datetime(2014, 8, 4, 5)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=0))
def test_businesstimedelta_after_after(self):
start = datetime(2014, 8, 4, 22)
end = datetime(2014, 8, 4, 23)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=0))
def test_businesstimedelta_during_nonbusiness(self):
start = datetime(2014, 1, 10, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(minutes=45))
def test_businesstimedelta_during_nonbusiness2(self):
start = datetime(2014, 1, 9, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(
days=1, minutes=45))
def test_businesstimedelta_after_nonbusiness(self):
start = datetime(2014, 1, 10, 17, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(self.bt.businesstimedelta(start, end), timedelta())
def test_businesstimedelta_during_during(self):
start = datetime(2014, 1, 2, 9, 12)
end = datetime(2014, 1, 3, 9, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=7, minutes=58))
def test_businesstimedelta_during_during2(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 3, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(
days=1, minutes=2))
def test_businesstimedelta_during_during3(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 2, 9, 12)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(minutes=2))
def test_businesstimedelta_nonbusiness_nonbusiness(self):
start = datetime(2014, 1, 4, 9, 10)
end = datetime(2014, 1, 4, 9, 12)
self.assertEqual(self.bt.businesstimedelta(start, end), timedelta())
def test_businesstimedelta_exactly_one_day(self):
start = datetime(2014, 1, 7, 10)
end = datetime(2014, 1, 8, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=1))
def test_businesstimedelta_exactly_one_day2(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/3
"""
start = datetime(2014, 1, 7, 9)
end = datetime(2014, 1, 8, 9)
self.assertEqual(
self.bt.businesstimedelta(start, end), timedelta(days=1))
def test_businesstimedelta_during_during_reverse(self):
end = datetime(2014, 1, 2, 9, 12)
start = datetime(2014, 1, 3, 9, 10)
self.assertEqual(
self.bt.businesstimedelta(start, end),
timedelta(hours=-7, minutes=-58))
def test_businesstime_hours_exactly_one_day(self):
start = datetime(2014, 1, 16, 9, 0)
end = datetime(2014, 1, 17, 9, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=8))
def test_businesstime_hours_one_day(self):
start = datetime(2014, 1, 16, 9, 0)
end = datetime(2014, 1, 17, 15, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=14))
def test_businesstime_hours_one_day_reverse(self):
start = datetime(2014, 1, 17, 9, 0)
end = datetime(2014, 1, 16, 9, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=-8))
def test_businesstime_out_of_hours_start(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 9, 9, 0)
end = datetime(2014, 8, 11, 17, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=8))
def test_businesstime_out_of_hours_start_end(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 9, 9, 0)
end = datetime(2014, 8, 11, 23, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=8))
def test_businesstime_out_of_hours_end(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 8, 9, 0)
end = datetime(2014, 8, 11, 23, 0)
self.assertEqual(
self.bt.businesstime_hours(start, end), timedelta(hours=16))
def test_businesstime_holidays_date_desc(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
memorial_day_2017 = datetime(2017, 5, 29, 12, 0)
memorial_day_2018 = datetime(2018, 5, 28, 12, 0)
# Note that we test the later memorial day first, internally populating
# the holidays cache starting with memorial day 2018. We then verify
# that memorial day 2017 is properly classified as a holiday.
is_memorial_day_2018_holiday = bt_cal.isholiday(memorial_day_2018)
is_memorial_day_2017_holiday = bt_cal.isholiday(memorial_day_2017)
is_non_holiday_holiday = bt_cal.isholiday(non_holiday)
self.assertTrue(is_memorial_day_2017_holiday)
self.assertTrue(is_memorial_day_2018_holiday)
self.assertFalse(is_non_holiday_holiday)
def test_lots_of_holidays(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
non_holiday2 = datetime(2018, 2, 3, 12, 0)
non_holiday3 = datetime(2018, 6, 4, 12, 0)
non_holiday4 = datetime(2018, 11, 21, 12, 0)
memorial_day = datetime(2018, 5, 28, 12, 0)
new_year_day = datetime(2018, 1, 1, 12, 0)
labor_day = datetime(2018, 9, 3, 12, 0)
christmas = datetime(2018, 12, 25, 12, 0)
self.assertFalse(bt_cal.isholiday(non_holiday))
self.assertTrue(bt_cal.isholiday(memorial_day))
self.assertTrue(bt_cal.isholiday(new_year_day))
self.assertFalse(bt_cal.isholiday(non_holiday2))
self.assertFalse(bt_cal.isholiday(non_holiday4))
self.assertTrue(bt_cal.isholiday(labor_day))
self.assertFalse(bt_cal.isholiday(non_holiday3))
self.assertTrue(bt_cal.isholiday(christmas))
class BusinessTimeTest(unittest.TestCase):
def setUp(self):
"""
Tests mostly based around January 2014, where two holidays, New Years Day
and MLK day, fall on the 1st and 20th, respectively.
January 2014
Su Mo Tu We Th Fr Sa
1 2 3 4
5 6 7 8 9 10 11
12 13 14 15 16 17 18
19 20 21 22 23 24 25
26 27 28 29 30 31
"""
self.bt = BusinessTime(holidays=USFederalHolidays())
def test_iterdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17),
datetime(2014, 1, 18), datetime(2014, 1, 19),
datetime(2014, 1, 20), datetime(2014, 1, 21)))
def test_iterdays_same_day(self):
start = datetime(2014, 1, 16, 12, 15)
end = datetime(2014, 1, 16, 12, 16)
self.assertEqual(tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), ))
def test_iterdays_clears_time(self):
start = datetime(2014, 1, 16, 12, 12, 11)
end = datetime(2014, 1, 18, 15)
self.assertEqual(tuple(self.bt.iterdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17)))
def test_iterweekdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(tuple(self.bt.iterweekdays(start, end)),
(datetime(2014, 1, 16), datetime(2014, 1, 17),
datetime(2014, 1, 20), datetime(2014, 1, 21)))
def test_iterbusinessdays(self):
start = datetime(2014, 1, 16)
end = datetime(2014, 1, 22)
self.assertEqual(tuple(self.bt.iterbusinessdays(start, end)),
(datetime(2014, 1, 16), datetime(
2014, 1, 17), datetime(2014, 1, 21)))
def test_iterbusinessdays_conforms_to_business_hours(self):
start = datetime(2014, 1, 16, 17, 1)
end = datetime(2014, 1, 23, 2)
self.assertEqual(tuple(self.bt.iterbusinessdays(start, end)),
(datetime(2014, 1, 17), datetime(
2014, 1, 21), datetime(2014, 1, 22)))
def test_isduringbusinessday(self):
self.assertTrue(
self.bt.isduringbusinesshours(datetime(2014, 1, 15, 12)))
self.assertFalse(self.bt.isduringbusinesshours(datetime(2014, 1, 15)))
self.assertFalse(
self.bt.isduringbusinesshours(datetime(2014, 1, 18, 11)))
self.assertFalse(
self.bt.isduringbusinesshours(datetime(2014, 1, 20, 11, 46, 43)))
def test_holidays_specified_as_list(self):
bd = BusinessTime(holidays=[date(2014, 1, 1)])
self.assertTrue(bd.isholiday(date(2014, 1, 1)))
self.assertFalse(bd.isholiday(date(2014, 1, 2)))
def test_no_holidays(self):
bt = BusinessTime()
self.assertFalse(bt.isholiday(date(2014, 1, 1)))
def test_businesstimedelta_after_during(self):
start = datetime(2014, 1, 16, 18, 30)
end = datetime(2014, 1, 22, 10, 0)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=2, hours=1))
def test_businesstimedelta_1_minute_after_during(self):
"""https://github.com/seatgeek/businesstime/issues/7"""
start = datetime(2015, 2, 23, 17, 0)
end = datetime(2015, 2, 24, 14, 20)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(hours=5, minutes=20))
start = datetime(2015, 2, 23, 17, 1)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(hours=5, minutes=20))
def test_businesstimedelta_nonbusiness_after(self):
start = datetime(2014, 1, 12, 12)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=4, hours=8))
def test_businesstimedelta_before_after(self):
start = datetime(2014, 1, 13, 4)
end = datetime(2014, 1, 17, 19, 30)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=4, hours=8))
def test_businesstimedelta_during_after(self):
start = datetime(2014, 1, 30, 12, 15)
end = datetime(2014, 1, 31, 19, 30)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=1, hours=4, minutes=45))
def test_businesstimedelta_during_before(self):
start = datetime(2014, 8, 4, 11)
end = datetime(2014, 8, 6, 5)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=1, hours=6))
def test_businesstimedelta_before_before(self):
start = datetime(2014, 8, 4, 1)
end = datetime(2014, 8, 4, 5)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=0))
def test_businesstimedelta_after_after(self):
start = datetime(2014, 8, 4, 22)
end = datetime(2014, 8, 4, 23)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=0))
def test_businesstimedelta_during_nonbusiness(self):
start = datetime(2014, 1, 10, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(minutes=45))
def test_businesstimedelta_during_nonbusiness2(self):
start = datetime(2014, 1, 9, 16, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=1, minutes=45))
def test_businesstimedelta_after_nonbusiness(self):
start = datetime(2014, 1, 10, 17, 15)
end = datetime(2014, 1, 12, 12, 30)
self.assertEqual(self.bt.businesstimedelta(start, end), timedelta())
def test_businesstimedelta_during_during(self):
start = datetime(2014, 1, 2, 9, 12)
end = datetime(2014, 1, 3, 9, 10)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(hours=7, minutes=58))
def test_businesstimedelta_during_during2(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 3, 9, 12)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=1, minutes=2))
def test_businesstimedelta_during_during3(self):
start = datetime(2014, 1, 2, 9, 10)
end = datetime(2014, 1, 2, 9, 12)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(minutes=2))
def test_businesstimedelta_nonbusiness_nonbusiness(self):
start = datetime(2014, 1, 4, 9, 10)
end = datetime(2014, 1, 4, 9, 12)
self.assertEqual(self.bt.businesstimedelta(start, end), timedelta())
def test_businesstimedelta_exactly_one_day(self):
start = datetime(2014, 1, 7, 10)
end = datetime(2014, 1, 8, 10)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=1))
def test_businesstimedelta_exactly_one_day2(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/3
"""
start = datetime(2014, 1, 7, 9)
end = datetime(2014, 1, 8, 9)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(days=1))
def test_businesstimedelta_during_during_reverse(self):
end = datetime(2014, 1, 2, 9, 12)
start = datetime(2014, 1, 3, 9, 10)
self.assertEqual(self.bt.businesstimedelta(start, end),
timedelta(hours=-7, minutes=-58))
def test_businesstime_hours_exactly_one_day(self):
start = datetime(2014, 1, 16, 9, 0)
end = datetime(2014, 1, 17, 9, 0)
self.assertEqual(self.bt.businesstime_hours(start, end),
timedelta(hours=8))
def test_businesstime_hours_one_day(self):
start = datetime(2014, 1, 16, 9, 0)
end = datetime(2014, 1, 17, 15, 0)
self.assertEqual(self.bt.businesstime_hours(start, end),
timedelta(hours=14))
def test_businesstime_hours_one_day_reverse(self):
start = datetime(2014, 1, 17, 9, 0)
end = datetime(2014, 1, 16, 9, 0)
self.assertEqual(self.bt.businesstime_hours(start, end),
timedelta(hours=-8))
def test_businesstime_out_of_hours_start(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 9, 9, 0)
end = datetime(2014, 8, 11, 17, 0)
self.assertEqual(self.bt.businesstime_hours(start, end),
timedelta(hours=8))
def test_businesstime_out_of_hours_start_end(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 9, 9, 0)
end = datetime(2014, 8, 11, 23, 0)
self.assertEqual(self.bt.businesstime_hours(start, end),
timedelta(hours=8))
def test_businesstime_out_of_hours_end(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/13
"""
start = datetime(2014, 8, 8, 9, 0)
end = datetime(2014, 8, 11, 23, 0)
self.assertEqual(self.bt.businesstime_hours(start, end),
timedelta(hours=16))
def test_businesstime_holidays_date_desc(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
memorial_day_2017 = datetime(2017, 5, 29, 12, 0)
memorial_day_2018 = datetime(2018, 5, 28, 12, 0)
# Note that we test the later memorial day first, internally populating
# the holidays cache starting with memorial day 2018. We then verify
# that memorial day 2017 is properly classified as a holiday.
is_memorial_day_2018_holiday = bt_cal.isholiday(memorial_day_2018)
is_memorial_day_2017_holiday = bt_cal.isholiday(memorial_day_2017)
is_non_holiday_holiday = bt_cal.isholiday(non_holiday)
self.assertTrue(is_memorial_day_2017_holiday)
self.assertTrue(is_memorial_day_2018_holiday)
self.assertFalse(is_non_holiday_holiday)
def test_lots_of_holidays(self):
"""
Test for https://github.com/seatgeek/businesstime/issues/25
"""
bt_cal = BusinessTime(holidays=USFederalHolidays())
non_holiday = datetime(2018, 5, 31, 12, 0)
non_holiday2 = datetime(2018, 2, 3, 12, 0)
non_holiday3 = datetime(2018, 6, 4, 12, 0)
non_holiday4 = datetime(2018, 11, 21, 12, 0)
memorial_day = datetime(2018, 5, 28, 12, 0)
new_year_day = datetime(2018, 1, 1, 12, 0)
labor_day = datetime(2018, 9, 3, 12, 0)
christmas = datetime(2018, 12, 25, 12, 0)
self.assertFalse(bt_cal.isholiday(non_holiday))
self.assertTrue(bt_cal.isholiday(memorial_day))
self.assertTrue(bt_cal.isholiday(new_year_day))
self.assertFalse(bt_cal.isholiday(non_holiday2))
self.assertFalse(bt_cal.isholiday(non_holiday4))
self.assertTrue(bt_cal.isholiday(labor_day))
self.assertFalse(bt_cal.isholiday(non_holiday3))
self.assertTrue(bt_cal.isholiday(christmas))
def test_no_holidays(self):
bt = BusinessTime()
self.assertFalse(bt.isholiday(date(2014, 1, 1)))
def test_no_holidays(self):
bt = BusinessTime()
self.assertFalse(bt.isholiday(date(2014, 1, 1)))
import datetime
import pytz
from businesstime import BusinessTime
from businesstime.holidays.usa import USFederalHolidays
# Number of business days we have to fix a security vulnerability.
SLA_DAYS = 90
# Days before SLA_DAYS we'll nag someone to attend to the vulnerability.
NAG_DAYS = [45, 22, 11, 5, 3, 2, 1]
# The timezone we base all "business day aware" date calculations on.
BUSINESS_TIMEZONE = 'US/Eastern'
_businesstime = BusinessTime(holidays=USFederalHolidays())
def businesstimedelta(a, b):
'''
Calculate the timedelta between two timezone-aware datetimes.
Note that due to the fact that the businesstime package doesn't currently
accept timezone-aware datetimes, we need to convert them to
timezone-naive ones first.
For future reference, this issue has been filed at:
https://github.com/seatgeek/businesstime/issues/18
'''
# https://stackoverflow.com/a/5452709
datetime.date(2015, 12, 31),
# 2016-2017 Christmas company holidays
datetime.date(2016, 12, 23),
datetime.date(2016, 12, 28),
datetime.date(2016, 12, 29),
datetime.date(2016, 12, 30),
]
GERRIT_CHANGES_URL = 'http://gerrit.beaker-project.org/changes/?q=project:beaker&o=ALL_REVISIONS&o=MESSAGES&o=DETAILED_ACCOUNTS&n=500'
NON_HUMAN_REVIEWERS = ['patchbot', 'jenkins']
POSTED_SINCE = datetime.datetime.utcnow() - datetime.timedelta(days=365)
tzoffset = datetime.timedelta(hours=10) # our business hours are in UTC+10
business_time = BusinessTime(business_hours=(datetime.time(6),
datetime.time(18)),
holidays=RedHatBrisbaneHolidays())
def parse_gerrit_timestamp(timestamp):
# "2015-09-08 04:39:30.493000000"
return datetime.datetime.strptime(timestamp[:19], '%Y-%m-%d %H:%M:%S')
# compute centred exponential weighted mean and variance for each point except the edge-most ones
# http://tdunning.blogspot.com.au/2011/03/exponential-weighted-averages-with.html
# http://nfs-uxsup.csx.cam.ac.uk/~fanf2/hermes/doc/antiforgery/stats.pdf
def ewm_var(timestamps, values):
assert len(timestamps) == len(values)
alpha = 8 # smoothing factor
averages = []