8th day of python challenges 111-117

This commit is contained in:
abd.shallal
2019-08-04 15:26:35 +03:00
parent b04c1b055f
commit 627802c383
3215 changed files with 760227 additions and 491 deletions

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"""
Assertion helpers for offsets tests
"""
def assert_offset_equal(offset, base, expected):
actual = offset + base
actual_swapped = base + offset
actual_apply = offset.apply(base)
try:
assert actual == expected
assert actual_swapped == expected
assert actual_apply == expected
except AssertionError:
raise AssertionError(
"\nExpected: {expected}\nActual: {actual}\nFor Offset: {offset})"
"\nAt Date: {base}".format(
expected=expected, actual=actual, offset=offset, base=base
)
)
def assert_onOffset(offset, date, expected):
actual = offset.onOffset(date)
assert actual == expected, (
"\nExpected: {expected}\nActual: {actual}\nFor Offset: {offset})"
"\nAt Date: {date}".format(
expected=expected, actual=actual, offset=offset, date=date
)
)

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import pytest
import pandas.tseries.offsets as offsets
@pytest.fixture(params=[getattr(offsets, o) for o in offsets.__all__])
def offset_types(request):
"""
Fixture for all the datetime offsets available for a time series.
"""
return request.param
@pytest.fixture(
params=[
getattr(offsets, o)
for o in offsets.__all__
if issubclass(getattr(offsets, o), offsets.MonthOffset) and o != "MonthOffset"
]
)
def month_classes(request):
"""
Fixture for month based datetime offsets available for a time series.
"""
return request.param

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"""
Tests for Fiscal Year and Fiscal Quarter offset classes
"""
from datetime import datetime
from dateutil.relativedelta import relativedelta
import pytest
from pandas._libs.tslibs.frequencies import INVALID_FREQ_ERR_MSG
from pandas import Timestamp
from pandas.tseries.frequencies import get_offset
from pandas.tseries.offsets import FY5253, FY5253Quarter
from .common import assert_offset_equal, assert_onOffset
from .test_offsets import Base, WeekDay
def makeFY5253LastOfMonthQuarter(*args, **kwds):
return FY5253Quarter(*args, variation="last", **kwds)
def makeFY5253NearestEndMonthQuarter(*args, **kwds):
return FY5253Quarter(*args, variation="nearest", **kwds)
def makeFY5253NearestEndMonth(*args, **kwds):
return FY5253(*args, variation="nearest", **kwds)
def makeFY5253LastOfMonth(*args, **kwds):
return FY5253(*args, variation="last", **kwds)
def test_get_offset_name():
assert (
makeFY5253LastOfMonthQuarter(
weekday=1, startingMonth=3, qtr_with_extra_week=4
).freqstr
== "REQ-L-MAR-TUE-4"
)
assert (
makeFY5253NearestEndMonthQuarter(
weekday=1, startingMonth=3, qtr_with_extra_week=3
).freqstr
== "REQ-N-MAR-TUE-3"
)
def test_get_offset():
with pytest.raises(ValueError, match=INVALID_FREQ_ERR_MSG):
get_offset("gibberish")
with pytest.raises(ValueError, match=INVALID_FREQ_ERR_MSG):
get_offset("QS-JAN-B")
pairs = [
("RE-N-DEC-MON", makeFY5253NearestEndMonth(weekday=0, startingMonth=12)),
("RE-L-DEC-TUE", makeFY5253LastOfMonth(weekday=1, startingMonth=12)),
(
"REQ-L-MAR-TUE-4",
makeFY5253LastOfMonthQuarter(
weekday=1, startingMonth=3, qtr_with_extra_week=4
),
),
(
"REQ-L-DEC-MON-3",
makeFY5253LastOfMonthQuarter(
weekday=0, startingMonth=12, qtr_with_extra_week=3
),
),
(
"REQ-N-DEC-MON-3",
makeFY5253NearestEndMonthQuarter(
weekday=0, startingMonth=12, qtr_with_extra_week=3
),
),
]
for name, expected in pairs:
offset = get_offset(name)
assert (
offset == expected
), "Expected {name!r} to yield {expected!r} (actual: {offset!r})".format(
name=name, expected=expected, offset=offset
)
class TestFY5253LastOfMonth(Base):
offset_lom_sat_aug = makeFY5253LastOfMonth(1, startingMonth=8, weekday=WeekDay.SAT)
offset_lom_sat_sep = makeFY5253LastOfMonth(1, startingMonth=9, weekday=WeekDay.SAT)
on_offset_cases = [
# From Wikipedia (see:
# http://en.wikipedia.org/wiki/4%E2%80%934%E2%80%935_calendar#Last_Saturday_of_the_month_at_fiscal_year_end)
(offset_lom_sat_aug, datetime(2006, 8, 26), True),
(offset_lom_sat_aug, datetime(2007, 8, 25), True),
(offset_lom_sat_aug, datetime(2008, 8, 30), True),
(offset_lom_sat_aug, datetime(2009, 8, 29), True),
(offset_lom_sat_aug, datetime(2010, 8, 28), True),
(offset_lom_sat_aug, datetime(2011, 8, 27), True),
(offset_lom_sat_aug, datetime(2012, 8, 25), True),
(offset_lom_sat_aug, datetime(2013, 8, 31), True),
(offset_lom_sat_aug, datetime(2014, 8, 30), True),
(offset_lom_sat_aug, datetime(2015, 8, 29), True),
(offset_lom_sat_aug, datetime(2016, 8, 27), True),
(offset_lom_sat_aug, datetime(2017, 8, 26), True),
(offset_lom_sat_aug, datetime(2018, 8, 25), True),
(offset_lom_sat_aug, datetime(2019, 8, 31), True),
(offset_lom_sat_aug, datetime(2006, 8, 27), False),
(offset_lom_sat_aug, datetime(2007, 8, 28), False),
(offset_lom_sat_aug, datetime(2008, 8, 31), False),
(offset_lom_sat_aug, datetime(2009, 8, 30), False),
(offset_lom_sat_aug, datetime(2010, 8, 29), False),
(offset_lom_sat_aug, datetime(2011, 8, 28), False),
(offset_lom_sat_aug, datetime(2006, 8, 25), False),
(offset_lom_sat_aug, datetime(2007, 8, 24), False),
(offset_lom_sat_aug, datetime(2008, 8, 29), False),
(offset_lom_sat_aug, datetime(2009, 8, 28), False),
(offset_lom_sat_aug, datetime(2010, 8, 27), False),
(offset_lom_sat_aug, datetime(2011, 8, 26), False),
(offset_lom_sat_aug, datetime(2019, 8, 30), False),
# From GMCR (see for example:
# http://yahoo.brand.edgar-online.com/Default.aspx?
# companyid=3184&formtypeID=7)
(offset_lom_sat_sep, datetime(2010, 9, 25), True),
(offset_lom_sat_sep, datetime(2011, 9, 24), True),
(offset_lom_sat_sep, datetime(2012, 9, 29), True),
]
@pytest.mark.parametrize("case", on_offset_cases)
def test_onOffset(self, case):
offset, dt, expected = case
assert_onOffset(offset, dt, expected)
def test_apply(self):
offset_lom_aug_sat = makeFY5253LastOfMonth(startingMonth=8, weekday=WeekDay.SAT)
offset_lom_aug_sat_1 = makeFY5253LastOfMonth(
n=1, startingMonth=8, weekday=WeekDay.SAT
)
date_seq_lom_aug_sat = [
datetime(2006, 8, 26),
datetime(2007, 8, 25),
datetime(2008, 8, 30),
datetime(2009, 8, 29),
datetime(2010, 8, 28),
datetime(2011, 8, 27),
datetime(2012, 8, 25),
datetime(2013, 8, 31),
datetime(2014, 8, 30),
datetime(2015, 8, 29),
datetime(2016, 8, 27),
]
tests = [
(offset_lom_aug_sat, date_seq_lom_aug_sat),
(offset_lom_aug_sat_1, date_seq_lom_aug_sat),
(offset_lom_aug_sat, [datetime(2006, 8, 25)] + date_seq_lom_aug_sat),
(offset_lom_aug_sat_1, [datetime(2006, 8, 27)] + date_seq_lom_aug_sat[1:]),
(
makeFY5253LastOfMonth(n=-1, startingMonth=8, weekday=WeekDay.SAT),
list(reversed(date_seq_lom_aug_sat)),
),
]
for test in tests:
offset, data = test
current = data[0]
for datum in data[1:]:
current = current + offset
assert current == datum
class TestFY5253NearestEndMonth(Base):
def test_get_year_end(self):
assert makeFY5253NearestEndMonth(
startingMonth=8, weekday=WeekDay.SAT
).get_year_end(datetime(2013, 1, 1)) == datetime(2013, 8, 31)
assert makeFY5253NearestEndMonth(
startingMonth=8, weekday=WeekDay.SUN
).get_year_end(datetime(2013, 1, 1)) == datetime(2013, 9, 1)
assert makeFY5253NearestEndMonth(
startingMonth=8, weekday=WeekDay.FRI
).get_year_end(datetime(2013, 1, 1)) == datetime(2013, 8, 30)
offset_n = FY5253(weekday=WeekDay.TUE, startingMonth=12, variation="nearest")
assert offset_n.get_year_end(datetime(2012, 1, 1)) == datetime(2013, 1, 1)
assert offset_n.get_year_end(datetime(2012, 1, 10)) == datetime(2013, 1, 1)
assert offset_n.get_year_end(datetime(2013, 1, 1)) == datetime(2013, 12, 31)
assert offset_n.get_year_end(datetime(2013, 1, 2)) == datetime(2013, 12, 31)
assert offset_n.get_year_end(datetime(2013, 1, 3)) == datetime(2013, 12, 31)
assert offset_n.get_year_end(datetime(2013, 1, 10)) == datetime(2013, 12, 31)
JNJ = FY5253(n=1, startingMonth=12, weekday=6, variation="nearest")
assert JNJ.get_year_end(datetime(2006, 1, 1)) == datetime(2006, 12, 31)
offset_lom_aug_sat = makeFY5253NearestEndMonth(
1, startingMonth=8, weekday=WeekDay.SAT
)
offset_lom_aug_thu = makeFY5253NearestEndMonth(
1, startingMonth=8, weekday=WeekDay.THU
)
offset_n = FY5253(weekday=WeekDay.TUE, startingMonth=12, variation="nearest")
on_offset_cases = [
# From Wikipedia (see:
# http://en.wikipedia.org/wiki/4%E2%80%934%E2%80%935_calendar
# #Saturday_nearest_the_end_of_month)
# 2006-09-02 2006 September 2
# 2007-09-01 2007 September 1
# 2008-08-30 2008 August 30 (leap year)
# 2009-08-29 2009 August 29
# 2010-08-28 2010 August 28
# 2011-09-03 2011 September 3
# 2012-09-01 2012 September 1 (leap year)
# 2013-08-31 2013 August 31
# 2014-08-30 2014 August 30
# 2015-08-29 2015 August 29
# 2016-09-03 2016 September 3 (leap year)
# 2017-09-02 2017 September 2
# 2018-09-01 2018 September 1
# 2019-08-31 2019 August 31
(offset_lom_aug_sat, datetime(2006, 9, 2), True),
(offset_lom_aug_sat, datetime(2007, 9, 1), True),
(offset_lom_aug_sat, datetime(2008, 8, 30), True),
(offset_lom_aug_sat, datetime(2009, 8, 29), True),
(offset_lom_aug_sat, datetime(2010, 8, 28), True),
(offset_lom_aug_sat, datetime(2011, 9, 3), True),
(offset_lom_aug_sat, datetime(2016, 9, 3), True),
(offset_lom_aug_sat, datetime(2017, 9, 2), True),
(offset_lom_aug_sat, datetime(2018, 9, 1), True),
(offset_lom_aug_sat, datetime(2019, 8, 31), True),
(offset_lom_aug_sat, datetime(2006, 8, 27), False),
(offset_lom_aug_sat, datetime(2007, 8, 28), False),
(offset_lom_aug_sat, datetime(2008, 8, 31), False),
(offset_lom_aug_sat, datetime(2009, 8, 30), False),
(offset_lom_aug_sat, datetime(2010, 8, 29), False),
(offset_lom_aug_sat, datetime(2011, 8, 28), False),
(offset_lom_aug_sat, datetime(2006, 8, 25), False),
(offset_lom_aug_sat, datetime(2007, 8, 24), False),
(offset_lom_aug_sat, datetime(2008, 8, 29), False),
(offset_lom_aug_sat, datetime(2009, 8, 28), False),
(offset_lom_aug_sat, datetime(2010, 8, 27), False),
(offset_lom_aug_sat, datetime(2011, 8, 26), False),
(offset_lom_aug_sat, datetime(2019, 8, 30), False),
# From Micron, see:
# http://google.brand.edgar-online.com/?sym=MU&formtypeID=7
(offset_lom_aug_thu, datetime(2012, 8, 30), True),
(offset_lom_aug_thu, datetime(2011, 9, 1), True),
(offset_n, datetime(2012, 12, 31), False),
(offset_n, datetime(2013, 1, 1), True),
(offset_n, datetime(2013, 1, 2), False),
]
@pytest.mark.parametrize("case", on_offset_cases)
def test_onOffset(self, case):
offset, dt, expected = case
assert_onOffset(offset, dt, expected)
def test_apply(self):
date_seq_nem_8_sat = [
datetime(2006, 9, 2),
datetime(2007, 9, 1),
datetime(2008, 8, 30),
datetime(2009, 8, 29),
datetime(2010, 8, 28),
datetime(2011, 9, 3),
]
JNJ = [
datetime(2005, 1, 2),
datetime(2006, 1, 1),
datetime(2006, 12, 31),
datetime(2007, 12, 30),
datetime(2008, 12, 28),
datetime(2010, 1, 3),
datetime(2011, 1, 2),
datetime(2012, 1, 1),
datetime(2012, 12, 30),
]
DEC_SAT = FY5253(n=-1, startingMonth=12, weekday=5, variation="nearest")
tests = [
(
makeFY5253NearestEndMonth(startingMonth=8, weekday=WeekDay.SAT),
date_seq_nem_8_sat,
),
(
makeFY5253NearestEndMonth(n=1, startingMonth=8, weekday=WeekDay.SAT),
date_seq_nem_8_sat,
),
(
makeFY5253NearestEndMonth(startingMonth=8, weekday=WeekDay.SAT),
[datetime(2006, 9, 1)] + date_seq_nem_8_sat,
),
(
makeFY5253NearestEndMonth(n=1, startingMonth=8, weekday=WeekDay.SAT),
[datetime(2006, 9, 3)] + date_seq_nem_8_sat[1:],
),
(
makeFY5253NearestEndMonth(n=-1, startingMonth=8, weekday=WeekDay.SAT),
list(reversed(date_seq_nem_8_sat)),
),
(
makeFY5253NearestEndMonth(n=1, startingMonth=12, weekday=WeekDay.SUN),
JNJ,
),
(
makeFY5253NearestEndMonth(n=-1, startingMonth=12, weekday=WeekDay.SUN),
list(reversed(JNJ)),
),
(
makeFY5253NearestEndMonth(n=1, startingMonth=12, weekday=WeekDay.SUN),
[datetime(2005, 1, 2), datetime(2006, 1, 1)],
),
(
makeFY5253NearestEndMonth(n=1, startingMonth=12, weekday=WeekDay.SUN),
[datetime(2006, 1, 2), datetime(2006, 12, 31)],
),
(DEC_SAT, [datetime(2013, 1, 15), datetime(2012, 12, 29)]),
]
for test in tests:
offset, data = test
current = data[0]
for datum in data[1:]:
current = current + offset
assert current == datum
class TestFY5253LastOfMonthQuarter(Base):
def test_isAnchored(self):
assert makeFY5253LastOfMonthQuarter(
startingMonth=1, weekday=WeekDay.SAT, qtr_with_extra_week=4
).isAnchored()
assert makeFY5253LastOfMonthQuarter(
weekday=WeekDay.SAT, startingMonth=3, qtr_with_extra_week=4
).isAnchored()
assert not makeFY5253LastOfMonthQuarter(
2, startingMonth=1, weekday=WeekDay.SAT, qtr_with_extra_week=4
).isAnchored()
def test_equality(self):
assert makeFY5253LastOfMonthQuarter(
startingMonth=1, weekday=WeekDay.SAT, qtr_with_extra_week=4
) == makeFY5253LastOfMonthQuarter(
startingMonth=1, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
assert makeFY5253LastOfMonthQuarter(
startingMonth=1, weekday=WeekDay.SAT, qtr_with_extra_week=4
) != makeFY5253LastOfMonthQuarter(
startingMonth=1, weekday=WeekDay.SUN, qtr_with_extra_week=4
)
assert makeFY5253LastOfMonthQuarter(
startingMonth=1, weekday=WeekDay.SAT, qtr_with_extra_week=4
) != makeFY5253LastOfMonthQuarter(
startingMonth=2, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
def test_offset(self):
offset = makeFY5253LastOfMonthQuarter(
1, startingMonth=9, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
offset2 = makeFY5253LastOfMonthQuarter(
2, startingMonth=9, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
offset4 = makeFY5253LastOfMonthQuarter(
4, startingMonth=9, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
offset_neg1 = makeFY5253LastOfMonthQuarter(
-1, startingMonth=9, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
offset_neg2 = makeFY5253LastOfMonthQuarter(
-2, startingMonth=9, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
GMCR = [
datetime(2010, 3, 27),
datetime(2010, 6, 26),
datetime(2010, 9, 25),
datetime(2010, 12, 25),
datetime(2011, 3, 26),
datetime(2011, 6, 25),
datetime(2011, 9, 24),
datetime(2011, 12, 24),
datetime(2012, 3, 24),
datetime(2012, 6, 23),
datetime(2012, 9, 29),
datetime(2012, 12, 29),
datetime(2013, 3, 30),
datetime(2013, 6, 29),
]
assert_offset_equal(offset, base=GMCR[0], expected=GMCR[1])
assert_offset_equal(
offset, base=GMCR[0] + relativedelta(days=-1), expected=GMCR[0]
)
assert_offset_equal(offset, base=GMCR[1], expected=GMCR[2])
assert_offset_equal(offset2, base=GMCR[0], expected=GMCR[2])
assert_offset_equal(offset4, base=GMCR[0], expected=GMCR[4])
assert_offset_equal(offset_neg1, base=GMCR[-1], expected=GMCR[-2])
assert_offset_equal(
offset_neg1, base=GMCR[-1] + relativedelta(days=+1), expected=GMCR[-1]
)
assert_offset_equal(offset_neg2, base=GMCR[-1], expected=GMCR[-3])
date = GMCR[0] + relativedelta(days=-1)
for expected in GMCR:
assert_offset_equal(offset, date, expected)
date = date + offset
date = GMCR[-1] + relativedelta(days=+1)
for expected in reversed(GMCR):
assert_offset_equal(offset_neg1, date, expected)
date = date + offset_neg1
lomq_aug_sat_4 = makeFY5253LastOfMonthQuarter(
1, startingMonth=8, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
lomq_sep_sat_4 = makeFY5253LastOfMonthQuarter(
1, startingMonth=9, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
on_offset_cases = [
# From Wikipedia
(lomq_aug_sat_4, datetime(2006, 8, 26), True),
(lomq_aug_sat_4, datetime(2007, 8, 25), True),
(lomq_aug_sat_4, datetime(2008, 8, 30), True),
(lomq_aug_sat_4, datetime(2009, 8, 29), True),
(lomq_aug_sat_4, datetime(2010, 8, 28), True),
(lomq_aug_sat_4, datetime(2011, 8, 27), True),
(lomq_aug_sat_4, datetime(2019, 8, 31), True),
(lomq_aug_sat_4, datetime(2006, 8, 27), False),
(lomq_aug_sat_4, datetime(2007, 8, 28), False),
(lomq_aug_sat_4, datetime(2008, 8, 31), False),
(lomq_aug_sat_4, datetime(2009, 8, 30), False),
(lomq_aug_sat_4, datetime(2010, 8, 29), False),
(lomq_aug_sat_4, datetime(2011, 8, 28), False),
(lomq_aug_sat_4, datetime(2006, 8, 25), False),
(lomq_aug_sat_4, datetime(2007, 8, 24), False),
(lomq_aug_sat_4, datetime(2008, 8, 29), False),
(lomq_aug_sat_4, datetime(2009, 8, 28), False),
(lomq_aug_sat_4, datetime(2010, 8, 27), False),
(lomq_aug_sat_4, datetime(2011, 8, 26), False),
(lomq_aug_sat_4, datetime(2019, 8, 30), False),
# From GMCR
(lomq_sep_sat_4, datetime(2010, 9, 25), True),
(lomq_sep_sat_4, datetime(2011, 9, 24), True),
(lomq_sep_sat_4, datetime(2012, 9, 29), True),
(lomq_sep_sat_4, datetime(2013, 6, 29), True),
(lomq_sep_sat_4, datetime(2012, 6, 23), True),
(lomq_sep_sat_4, datetime(2012, 6, 30), False),
(lomq_sep_sat_4, datetime(2013, 3, 30), True),
(lomq_sep_sat_4, datetime(2012, 3, 24), True),
(lomq_sep_sat_4, datetime(2012, 12, 29), True),
(lomq_sep_sat_4, datetime(2011, 12, 24), True),
# INTC (extra week in Q1)
# See: http://www.intc.com/releasedetail.cfm?ReleaseID=542844
(
makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
),
datetime(2011, 4, 2),
True,
),
# see: http://google.brand.edgar-online.com/?sym=INTC&formtypeID=7
(
makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
),
datetime(2012, 12, 29),
True,
),
(
makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
),
datetime(2011, 12, 31),
True,
),
(
makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
),
datetime(2010, 12, 25),
True,
),
]
@pytest.mark.parametrize("case", on_offset_cases)
def test_onOffset(self, case):
offset, dt, expected = case
assert_onOffset(offset, dt, expected)
def test_year_has_extra_week(self):
# End of long Q1
assert makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(2011, 4, 2))
# Start of long Q1
assert makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(2010, 12, 26))
# End of year before year with long Q1
assert not makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(2010, 12, 25))
for year in [
x for x in range(1994, 2011 + 1) if x not in [2011, 2005, 2000, 1994]
]:
assert not makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(year, 4, 2))
# Other long years
assert makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(2005, 4, 2))
assert makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(2000, 4, 2))
assert makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
).year_has_extra_week(datetime(1994, 4, 2))
def test_get_weeks(self):
sat_dec_1 = makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=1
)
sat_dec_4 = makeFY5253LastOfMonthQuarter(
1, startingMonth=12, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
assert sat_dec_1.get_weeks(datetime(2011, 4, 2)) == [14, 13, 13, 13]
assert sat_dec_4.get_weeks(datetime(2011, 4, 2)) == [13, 13, 13, 14]
assert sat_dec_1.get_weeks(datetime(2010, 12, 25)) == [13, 13, 13, 13]
class TestFY5253NearestEndMonthQuarter(Base):
offset_nem_sat_aug_4 = makeFY5253NearestEndMonthQuarter(
1, startingMonth=8, weekday=WeekDay.SAT, qtr_with_extra_week=4
)
offset_nem_thu_aug_4 = makeFY5253NearestEndMonthQuarter(
1, startingMonth=8, weekday=WeekDay.THU, qtr_with_extra_week=4
)
offset_n = FY5253(weekday=WeekDay.TUE, startingMonth=12, variation="nearest")
on_offset_cases = [
# From Wikipedia
(offset_nem_sat_aug_4, datetime(2006, 9, 2), True),
(offset_nem_sat_aug_4, datetime(2007, 9, 1), True),
(offset_nem_sat_aug_4, datetime(2008, 8, 30), True),
(offset_nem_sat_aug_4, datetime(2009, 8, 29), True),
(offset_nem_sat_aug_4, datetime(2010, 8, 28), True),
(offset_nem_sat_aug_4, datetime(2011, 9, 3), True),
(offset_nem_sat_aug_4, datetime(2016, 9, 3), True),
(offset_nem_sat_aug_4, datetime(2017, 9, 2), True),
(offset_nem_sat_aug_4, datetime(2018, 9, 1), True),
(offset_nem_sat_aug_4, datetime(2019, 8, 31), True),
(offset_nem_sat_aug_4, datetime(2006, 8, 27), False),
(offset_nem_sat_aug_4, datetime(2007, 8, 28), False),
(offset_nem_sat_aug_4, datetime(2008, 8, 31), False),
(offset_nem_sat_aug_4, datetime(2009, 8, 30), False),
(offset_nem_sat_aug_4, datetime(2010, 8, 29), False),
(offset_nem_sat_aug_4, datetime(2011, 8, 28), False),
(offset_nem_sat_aug_4, datetime(2006, 8, 25), False),
(offset_nem_sat_aug_4, datetime(2007, 8, 24), False),
(offset_nem_sat_aug_4, datetime(2008, 8, 29), False),
(offset_nem_sat_aug_4, datetime(2009, 8, 28), False),
(offset_nem_sat_aug_4, datetime(2010, 8, 27), False),
(offset_nem_sat_aug_4, datetime(2011, 8, 26), False),
(offset_nem_sat_aug_4, datetime(2019, 8, 30), False),
# From Micron, see:
# http://google.brand.edgar-online.com/?sym=MU&formtypeID=7
(offset_nem_thu_aug_4, datetime(2012, 8, 30), True),
(offset_nem_thu_aug_4, datetime(2011, 9, 1), True),
# See: http://google.brand.edgar-online.com/?sym=MU&formtypeID=13
(offset_nem_thu_aug_4, datetime(2013, 5, 30), True),
(offset_nem_thu_aug_4, datetime(2013, 2, 28), True),
(offset_nem_thu_aug_4, datetime(2012, 11, 29), True),
(offset_nem_thu_aug_4, datetime(2012, 5, 31), True),
(offset_nem_thu_aug_4, datetime(2007, 3, 1), True),
(offset_nem_thu_aug_4, datetime(1994, 3, 3), True),
(offset_n, datetime(2012, 12, 31), False),
(offset_n, datetime(2013, 1, 1), True),
(offset_n, datetime(2013, 1, 2), False),
]
@pytest.mark.parametrize("case", on_offset_cases)
def test_onOffset(self, case):
offset, dt, expected = case
assert_onOffset(offset, dt, expected)
def test_offset(self):
offset = makeFY5253NearestEndMonthQuarter(
1, startingMonth=8, weekday=WeekDay.THU, qtr_with_extra_week=4
)
MU = [
datetime(2012, 5, 31),
datetime(2012, 8, 30),
datetime(2012, 11, 29),
datetime(2013, 2, 28),
datetime(2013, 5, 30),
]
date = MU[0] + relativedelta(days=-1)
for expected in MU:
assert_offset_equal(offset, date, expected)
date = date + offset
assert_offset_equal(offset, datetime(2012, 5, 31), datetime(2012, 8, 30))
assert_offset_equal(offset, datetime(2012, 5, 30), datetime(2012, 5, 31))
offset2 = FY5253Quarter(
weekday=5, startingMonth=12, variation="last", qtr_with_extra_week=4
)
assert_offset_equal(offset2, datetime(2013, 1, 15), datetime(2013, 3, 30))
def test_bunched_yearends():
# GH#14774 cases with two fiscal year-ends in the same calendar-year
fy = FY5253(n=1, weekday=5, startingMonth=12, variation="nearest")
dt = Timestamp("2004-01-01")
assert fy.rollback(dt) == Timestamp("2002-12-28")
assert (-fy).apply(dt) == Timestamp("2002-12-28")
assert dt - fy == Timestamp("2002-12-28")
assert fy.rollforward(dt) == Timestamp("2004-01-03")
assert fy.apply(dt) == Timestamp("2004-01-03")
assert fy + dt == Timestamp("2004-01-03")
assert dt + fy == Timestamp("2004-01-03")
# Same thing, but starting from a Timestamp in the previous year.
dt = Timestamp("2003-12-31")
assert fy.rollback(dt) == Timestamp("2002-12-28")
assert (-fy).apply(dt) == Timestamp("2002-12-28")
assert dt - fy == Timestamp("2002-12-28")
def test_fy5253_last_onoffset():
# GH#18877 dates on the year-end but not normalized to midnight
offset = FY5253(n=-5, startingMonth=5, variation="last", weekday=0)
ts = Timestamp("1984-05-28 06:29:43.955911354+0200", tz="Europe/San_Marino")
fast = offset.onOffset(ts)
slow = (ts + offset) - offset == ts
assert fast == slow
def test_fy5253_nearest_onoffset():
# GH#18877 dates on the year-end but not normalized to midnight
offset = FY5253(n=3, startingMonth=7, variation="nearest", weekday=2)
ts = Timestamp("2032-07-28 00:12:59.035729419+0000", tz="Africa/Dakar")
fast = offset.onOffset(ts)
slow = (ts + offset) - offset == ts
assert fast == slow
def test_fy5253qtr_onoffset_nearest():
# GH#19036
ts = Timestamp("1985-09-02 23:57:46.232550356-0300", tz="Atlantic/Bermuda")
offset = FY5253Quarter(
n=3, qtr_with_extra_week=1, startingMonth=2, variation="nearest", weekday=0
)
fast = offset.onOffset(ts)
slow = (ts + offset) - offset == ts
assert fast == slow
def test_fy5253qtr_onoffset_last():
# GH#19036
offset = FY5253Quarter(
n=-2, qtr_with_extra_week=1, startingMonth=7, variation="last", weekday=2
)
ts = Timestamp("2011-01-26 19:03:40.331096129+0200", tz="Africa/Windhoek")
slow = (ts + offset) - offset == ts
fast = offset.onOffset(ts)
assert fast == slow

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"""
Behavioral based tests for offsets and date_range.
This file is adapted from https://github.com/pandas-dev/pandas/pull/18761 -
which was more ambitious but less idiomatic in its use of Hypothesis.
You may wish to consult the previous version for inspiration on further
tests, or when trying to pin down the bugs exposed by the tests below.
"""
import warnings
from hypothesis import assume, given, strategies as st
from hypothesis.extra.dateutil import timezones as dateutil_timezones
from hypothesis.extra.pytz import timezones as pytz_timezones
import pytest
import pandas as pd
from pandas.tseries.offsets import (
BMonthBegin,
BMonthEnd,
BQuarterBegin,
BQuarterEnd,
BYearBegin,
BYearEnd,
MonthBegin,
MonthEnd,
QuarterBegin,
QuarterEnd,
YearBegin,
YearEnd,
)
# ----------------------------------------------------------------
# Helpers for generating random data
with warnings.catch_warnings():
warnings.simplefilter("ignore")
min_dt = (pd.Timestamp(1900, 1, 1).to_pydatetime(),)
max_dt = (pd.Timestamp(1900, 1, 1).to_pydatetime(),)
gen_date_range = st.builds(
pd.date_range,
start=st.datetimes(
# TODO: Choose the min/max values more systematically
min_value=pd.Timestamp(1900, 1, 1).to_pydatetime(),
max_value=pd.Timestamp(2100, 1, 1).to_pydatetime(),
),
periods=st.integers(min_value=2, max_value=100),
freq=st.sampled_from("Y Q M D H T s ms us ns".split()),
tz=st.one_of(st.none(), dateutil_timezones(), pytz_timezones()),
)
gen_random_datetime = st.datetimes(
min_value=min_dt,
max_value=max_dt,
timezones=st.one_of(st.none(), dateutil_timezones(), pytz_timezones()),
)
# The strategy for each type is registered in conftest.py, as they don't carry
# enough runtime information (e.g. type hints) to infer how to build them.
gen_yqm_offset = st.one_of(
*map(
st.from_type,
[
MonthBegin,
MonthEnd,
BMonthBegin,
BMonthEnd,
QuarterBegin,
QuarterEnd,
BQuarterBegin,
BQuarterEnd,
YearBegin,
YearEnd,
BYearBegin,
BYearEnd,
],
)
)
# ----------------------------------------------------------------
# Offset-specific behaviour tests
# Based on CI runs: Always passes on OSX, fails on Linux, sometimes on Windows
@pytest.mark.xfail(strict=False, reason="inconsistent between OSs, Pythons")
@given(gen_random_datetime, gen_yqm_offset)
def test_on_offset_implementations(dt, offset):
assume(not offset.normalize)
# check that the class-specific implementations of onOffset match
# the general case definition:
# (dt + offset) - offset == dt
compare = (dt + offset) - offset
assert offset.onOffset(dt) == (compare == dt)
@pytest.mark.xfail(
reason="res_v2 below is incorrect, needs to use the "
"commented-out version with tz_localize. "
"But with that fix in place, hypothesis then "
"has errors in timezone generation."
)
@given(gen_yqm_offset, gen_date_range)
def test_apply_index_implementations(offset, rng):
# offset.apply_index(dti)[i] should match dti[i] + offset
assume(offset.n != 0) # TODO: test for that case separately
# rng = pd.date_range(start='1/1/2000', periods=100000, freq='T')
ser = pd.Series(rng)
res = rng + offset
res_v2 = offset.apply_index(rng)
# res_v2 = offset.apply_index(rng.tz_localize(None)).tz_localize(rng.tz)
assert (res == res_v2).all()
assert res[0] == rng[0] + offset
assert res[-1] == rng[-1] + offset
res2 = ser + offset
# apply_index is only for indexes, not series, so no res2_v2
assert res2.iloc[0] == ser.iloc[0] + offset
assert res2.iloc[-1] == ser.iloc[-1] + offset
# TODO: Check randomly assorted entries, not just first/last
@pytest.mark.xfail # TODO: reason?
@given(gen_yqm_offset)
def test_shift_across_dst(offset):
# GH#18319 check that 1) timezone is correctly normalized and
# 2) that hour is not incorrectly changed by this normalization
# Note that dti includes a transition across DST boundary
dti = pd.date_range(
start="2017-10-30 12:00:00", end="2017-11-06", freq="D", tz="US/Eastern"
)
assert (dti.hour == 12).all() # we haven't screwed up yet
res = dti + offset
assert (res.hour == 12).all()

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"""
Tests for offsets.Tick and subclasses
"""
from datetime import datetime, timedelta
from hypothesis import assume, example, given, settings, strategies as st
import numpy as np
import pytest
from pandas import Timedelta, Timestamp
import pandas.util.testing as tm
from pandas.tseries import offsets
from pandas.tseries.offsets import Hour, Micro, Milli, Minute, Nano, Second
from .common import assert_offset_equal
# ---------------------------------------------------------------------
# Test Helpers
tick_classes = [Hour, Minute, Second, Milli, Micro, Nano]
# ---------------------------------------------------------------------
def test_apply_ticks():
result = offsets.Hour(3).apply(offsets.Hour(4))
exp = offsets.Hour(7)
assert result == exp
def test_delta_to_tick():
delta = timedelta(3)
tick = offsets._delta_to_tick(delta)
assert tick == offsets.Day(3)
td = Timedelta(nanoseconds=5)
tick = offsets._delta_to_tick(td)
assert tick == Nano(5)
@pytest.mark.parametrize("cls", tick_classes)
@settings(deadline=None) # GH 24641
@example(n=2, m=3)
@example(n=800, m=300)
@example(n=1000, m=5)
@given(n=st.integers(-999, 999), m=st.integers(-999, 999))
def test_tick_add_sub(cls, n, m):
# For all Tick subclasses and all integers n, m, we should have
# tick(n) + tick(m) == tick(n+m)
# tick(n) - tick(m) == tick(n-m)
left = cls(n)
right = cls(m)
expected = cls(n + m)
assert left + right == expected
assert left.apply(right) == expected
expected = cls(n - m)
assert left - right == expected
@pytest.mark.parametrize("cls", tick_classes)
@settings(deadline=None)
@example(n=2, m=3)
@given(n=st.integers(-999, 999), m=st.integers(-999, 999))
def test_tick_equality(cls, n, m):
assume(m != n)
# tick == tock iff tick.n == tock.n
left = cls(n)
right = cls(m)
assert left != right
assert not (left == right)
right = cls(n)
assert left == right
assert not (left != right)
if n != 0:
assert cls(n) != cls(-n)
# ---------------------------------------------------------------------
def test_Hour():
assert_offset_equal(Hour(), datetime(2010, 1, 1), datetime(2010, 1, 1, 1))
assert_offset_equal(Hour(-1), datetime(2010, 1, 1, 1), datetime(2010, 1, 1))
assert_offset_equal(2 * Hour(), datetime(2010, 1, 1), datetime(2010, 1, 1, 2))
assert_offset_equal(-1 * Hour(), datetime(2010, 1, 1, 1), datetime(2010, 1, 1))
assert Hour(3) + Hour(2) == Hour(5)
assert Hour(3) - Hour(2) == Hour()
assert Hour(4) != Hour(1)
def test_Minute():
assert_offset_equal(Minute(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 1))
assert_offset_equal(Minute(-1), datetime(2010, 1, 1, 0, 1), datetime(2010, 1, 1))
assert_offset_equal(2 * Minute(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 2))
assert_offset_equal(-1 * Minute(), datetime(2010, 1, 1, 0, 1), datetime(2010, 1, 1))
assert Minute(3) + Minute(2) == Minute(5)
assert Minute(3) - Minute(2) == Minute()
assert Minute(5) != Minute()
def test_Second():
assert_offset_equal(Second(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 1))
assert_offset_equal(Second(-1), datetime(2010, 1, 1, 0, 0, 1), datetime(2010, 1, 1))
assert_offset_equal(
2 * Second(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 2)
)
assert_offset_equal(
-1 * Second(), datetime(2010, 1, 1, 0, 0, 1), datetime(2010, 1, 1)
)
assert Second(3) + Second(2) == Second(5)
assert Second(3) - Second(2) == Second()
def test_Millisecond():
assert_offset_equal(
Milli(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 1000)
)
assert_offset_equal(
Milli(-1), datetime(2010, 1, 1, 0, 0, 0, 1000), datetime(2010, 1, 1)
)
assert_offset_equal(
Milli(2), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 2000)
)
assert_offset_equal(
2 * Milli(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 2000)
)
assert_offset_equal(
-1 * Milli(), datetime(2010, 1, 1, 0, 0, 0, 1000), datetime(2010, 1, 1)
)
assert Milli(3) + Milli(2) == Milli(5)
assert Milli(3) - Milli(2) == Milli()
def test_MillisecondTimestampArithmetic():
assert_offset_equal(
Milli(), Timestamp("2010-01-01"), Timestamp("2010-01-01 00:00:00.001")
)
assert_offset_equal(
Milli(-1), Timestamp("2010-01-01 00:00:00.001"), Timestamp("2010-01-01")
)
def test_Microsecond():
assert_offset_equal(Micro(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 1))
assert_offset_equal(
Micro(-1), datetime(2010, 1, 1, 0, 0, 0, 1), datetime(2010, 1, 1)
)
assert_offset_equal(
2 * Micro(), datetime(2010, 1, 1), datetime(2010, 1, 1, 0, 0, 0, 2)
)
assert_offset_equal(
-1 * Micro(), datetime(2010, 1, 1, 0, 0, 0, 1), datetime(2010, 1, 1)
)
assert Micro(3) + Micro(2) == Micro(5)
assert Micro(3) - Micro(2) == Micro()
def test_NanosecondGeneric():
timestamp = Timestamp(datetime(2010, 1, 1))
assert timestamp.nanosecond == 0
result = timestamp + Nano(10)
assert result.nanosecond == 10
reverse_result = Nano(10) + timestamp
assert reverse_result.nanosecond == 10
def test_Nanosecond():
timestamp = Timestamp(datetime(2010, 1, 1))
assert_offset_equal(Nano(), timestamp, timestamp + np.timedelta64(1, "ns"))
assert_offset_equal(Nano(-1), timestamp + np.timedelta64(1, "ns"), timestamp)
assert_offset_equal(2 * Nano(), timestamp, timestamp + np.timedelta64(2, "ns"))
assert_offset_equal(-1 * Nano(), timestamp + np.timedelta64(1, "ns"), timestamp)
assert Nano(3) + Nano(2) == Nano(5)
assert Nano(3) - Nano(2) == Nano()
# GH9284
assert Nano(1) + Nano(10) == Nano(11)
assert Nano(5) + Micro(1) == Nano(1005)
assert Micro(5) + Nano(1) == Nano(5001)
@pytest.mark.parametrize(
"kls, expected",
[
(Hour, Timedelta(hours=5)),
(Minute, Timedelta(hours=2, minutes=3)),
(Second, Timedelta(hours=2, seconds=3)),
(Milli, Timedelta(hours=2, milliseconds=3)),
(Micro, Timedelta(hours=2, microseconds=3)),
(Nano, Timedelta(hours=2, nanoseconds=3)),
],
)
def test_tick_addition(kls, expected):
offset = kls(3)
result = offset + Timedelta(hours=2)
assert isinstance(result, Timedelta)
assert result == expected
@pytest.mark.parametrize("cls", tick_classes)
def test_tick_division(cls):
off = cls(10)
assert off / cls(5) == 2
assert off / 2 == cls(5)
assert off / 2.0 == cls(5)
assert off / off.delta == 1
assert off / off.delta.to_timedelta64() == 1
assert off / Nano(1) == off.delta / Nano(1).delta
if cls is not Nano:
# A case where we end up with a smaller class
result = off / 1000
assert isinstance(result, offsets.Tick)
assert not isinstance(result, cls)
assert result.delta == off.delta / 1000
if cls._inc < Timedelta(seconds=1):
# Case where we end up with a bigger class
result = off / 0.001
assert isinstance(result, offsets.Tick)
assert not isinstance(result, cls)
assert result.delta == off.delta / 0.001
@pytest.mark.parametrize("cls", tick_classes)
def test_tick_rdiv(cls):
off = cls(10)
delta = off.delta
td64 = delta.to_timedelta64()
with pytest.raises(TypeError):
2 / off
with pytest.raises(TypeError):
2.0 / off
assert (td64 * 2.5) / off == 2.5
if cls is not Nano:
# skip pytimedelta for Nano since it gets dropped
assert (delta.to_pytimedelta() * 2) / off == 2
result = np.array([2 * td64, td64]) / off
expected = np.array([2.0, 1.0])
tm.assert_numpy_array_equal(result, expected)
@pytest.mark.parametrize("cls1", tick_classes)
@pytest.mark.parametrize("cls2", tick_classes)
def test_tick_zero(cls1, cls2):
assert cls1(0) == cls2(0)
assert cls1(0) + cls2(0) == cls1(0)
if cls1 is not Nano:
assert cls1(2) + cls2(0) == cls1(2)
if cls1 is Nano:
assert cls1(2) + Nano(0) == cls1(2)
@pytest.mark.parametrize("cls", tick_classes)
def test_tick_equalities(cls):
assert cls() == cls(1)
@pytest.mark.parametrize("cls", tick_classes)
def test_tick_offset(cls):
assert not cls().isAnchored()
@pytest.mark.parametrize("cls", tick_classes)
def test_compare_ticks(cls):
three = cls(3)
four = cls(4)
assert three < cls(4)
assert cls(3) < four
assert four > cls(3)
assert cls(4) > three
assert cls(3) == cls(3)
assert cls(3) != cls(4)
@pytest.mark.parametrize("cls", tick_classes)
def test_compare_ticks_to_strs(cls):
# GH#23524
off = cls(19)
# These tests should work with any strings, but we particularly are
# interested in "infer" as that comparison is convenient to make in
# Datetime/Timedelta Array/Index constructors
assert not off == "infer"
assert not "foo" == off
for left, right in [("infer", off), (off, "infer")]:
with pytest.raises(TypeError):
left < right
with pytest.raises(TypeError):
left <= right
with pytest.raises(TypeError):
left > right
with pytest.raises(TypeError):
left >= right

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