1571 lines
52 KiB
Python
1571 lines
52 KiB
Python
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from datetime import (
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date,
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datetime,
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timedelta,
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)
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import numpy as np
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import pytest
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from pandas._libs.tslibs import (
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iNaT,
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period as libperiod,
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)
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from pandas._libs.tslibs.ccalendar import (
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DAYS,
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MONTHS,
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)
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from pandas._libs.tslibs.np_datetime import OutOfBoundsDatetime
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from pandas._libs.tslibs.parsing import DateParseError
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from pandas._libs.tslibs.period import (
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INVALID_FREQ_ERR_MSG,
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IncompatibleFrequency,
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)
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import pandas as pd
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from pandas import (
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NaT,
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Period,
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Timedelta,
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Timestamp,
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offsets,
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)
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import pandas._testing as tm
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class TestPeriodConstruction:
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def test_from_td64nat_raises(self):
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# GH#44507
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td = NaT.to_numpy("m8[ns]")
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msg = "Value must be Period, string, integer, or datetime"
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with pytest.raises(ValueError, match=msg):
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Period(td)
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with pytest.raises(ValueError, match=msg):
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Period(td, freq="D")
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def test_construction(self):
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i1 = Period("1/1/2005", freq="M")
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i2 = Period("Jan 2005")
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assert i1 == i2
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i1 = Period("2005", freq="A")
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i2 = Period("2005")
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i3 = Period("2005", freq="a")
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assert i1 == i2
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assert i1 == i3
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i4 = Period("2005", freq="M")
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i5 = Period("2005", freq="m")
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assert i1 != i4
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assert i4 == i5
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i1 = Period.now("Q")
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i2 = Period(datetime.now(), freq="Q")
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i3 = Period.now("q")
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assert i1 == i2
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assert i1 == i3
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i1 = Period.now("D")
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i2 = Period(datetime.now(), freq="D")
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i3 = Period.now(offsets.Day())
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assert i1 == i2
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assert i1 == i3
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i1 = Period("1982", freq="min")
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i2 = Period("1982", freq="MIN")
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assert i1 == i2
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i1 = Period(year=2005, month=3, day=1, freq="D")
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i2 = Period("3/1/2005", freq="D")
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assert i1 == i2
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i3 = Period(year=2005, month=3, day=1, freq="d")
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assert i1 == i3
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i1 = Period("2007-01-01 09:00:00.001")
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expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1000), freq="L")
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assert i1 == expected
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expected = Period("2007-01-01 09:00:00.001", freq="L")
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assert i1 == expected
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i1 = Period("2007-01-01 09:00:00.00101")
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expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1010), freq="U")
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assert i1 == expected
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expected = Period("2007-01-01 09:00:00.00101", freq="U")
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assert i1 == expected
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msg = "Must supply freq for ordinal value"
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with pytest.raises(ValueError, match=msg):
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Period(ordinal=200701)
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msg = "Invalid frequency: X"
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with pytest.raises(ValueError, match=msg):
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Period("2007-1-1", freq="X")
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# GH#34703 tuple freq disallowed
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with pytest.raises(TypeError, match="pass as a string instead"):
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Period("1982", freq=("Min", 1))
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def test_construction_from_timestamp_nanos(self):
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# GH#46811 don't drop nanos from Timestamp
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ts = Timestamp("2022-04-20 09:23:24.123456789")
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per = Period(ts, freq="ns")
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# should losslessly round-trip, not lose the 789
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rt = per.to_timestamp()
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assert rt == ts
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# same thing but from a datetime64 object
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dt64 = ts.asm8
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per2 = Period(dt64, freq="ns")
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rt2 = per2.to_timestamp()
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assert rt2.asm8 == dt64
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def test_construction_bday(self):
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# Biz day construction, roll forward if non-weekday
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i1 = Period("3/10/12", freq="B")
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i2 = Period("3/10/12", freq="D")
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assert i1 == i2.asfreq("B")
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i2 = Period("3/11/12", freq="D")
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assert i1 == i2.asfreq("B")
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i2 = Period("3/12/12", freq="D")
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assert i1 == i2.asfreq("B")
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i3 = Period("3/10/12", freq="b")
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assert i1 == i3
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i1 = Period(year=2012, month=3, day=10, freq="B")
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i2 = Period("3/12/12", freq="B")
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assert i1 == i2
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def test_construction_quarter(self):
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i1 = Period(year=2005, quarter=1, freq="Q")
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i2 = Period("1/1/2005", freq="Q")
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assert i1 == i2
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i1 = Period(year=2005, quarter=3, freq="Q")
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i2 = Period("9/1/2005", freq="Q")
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assert i1 == i2
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i1 = Period("2005Q1")
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i2 = Period(year=2005, quarter=1, freq="Q")
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i3 = Period("2005q1")
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assert i1 == i2
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assert i1 == i3
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i1 = Period("05Q1")
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assert i1 == i2
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lower = Period("05q1")
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assert i1 == lower
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i1 = Period("1Q2005")
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assert i1 == i2
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lower = Period("1q2005")
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assert i1 == lower
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i1 = Period("1Q05")
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assert i1 == i2
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lower = Period("1q05")
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assert i1 == lower
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i1 = Period("4Q1984")
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assert i1.year == 1984
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lower = Period("4q1984")
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assert i1 == lower
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def test_construction_month(self):
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expected = Period("2007-01", freq="M")
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i1 = Period("200701", freq="M")
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assert i1 == expected
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i1 = Period("200701", freq="M")
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assert i1 == expected
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i1 = Period(200701, freq="M")
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assert i1 == expected
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i1 = Period(ordinal=200701, freq="M")
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assert i1.year == 18695
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i1 = Period(datetime(2007, 1, 1), freq="M")
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i2 = Period("200701", freq="M")
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assert i1 == i2
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i1 = Period(date(2007, 1, 1), freq="M")
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i2 = Period(datetime(2007, 1, 1), freq="M")
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i3 = Period(np.datetime64("2007-01-01"), freq="M")
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i4 = Period("2007-01-01 00:00:00", freq="M")
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i5 = Period("2007-01-01 00:00:00.000", freq="M")
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assert i1 == i2
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assert i1 == i3
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assert i1 == i4
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assert i1 == i5
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def test_period_constructor_offsets(self):
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assert Period("1/1/2005", freq=offsets.MonthEnd()) == Period(
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"1/1/2005", freq="M"
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)
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assert Period("2005", freq=offsets.YearEnd()) == Period("2005", freq="A")
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assert Period("2005", freq=offsets.MonthEnd()) == Period("2005", freq="M")
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assert Period("3/10/12", freq=offsets.BusinessDay()) == Period(
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"3/10/12", freq="B"
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)
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assert Period("3/10/12", freq=offsets.Day()) == Period("3/10/12", freq="D")
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assert Period(
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year=2005, quarter=1, freq=offsets.QuarterEnd(startingMonth=12)
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) == Period(year=2005, quarter=1, freq="Q")
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assert Period(
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year=2005, quarter=2, freq=offsets.QuarterEnd(startingMonth=12)
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) == Period(year=2005, quarter=2, freq="Q")
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assert Period(year=2005, month=3, day=1, freq=offsets.Day()) == Period(
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year=2005, month=3, day=1, freq="D"
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)
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assert Period(year=2012, month=3, day=10, freq=offsets.BDay()) == Period(
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year=2012, month=3, day=10, freq="B"
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)
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expected = Period("2005-03-01", freq="3D")
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assert Period(year=2005, month=3, day=1, freq=offsets.Day(3)) == expected
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assert Period(year=2005, month=3, day=1, freq="3D") == expected
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assert Period(year=2012, month=3, day=10, freq=offsets.BDay(3)) == Period(
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year=2012, month=3, day=10, freq="3B"
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)
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assert Period(200701, freq=offsets.MonthEnd()) == Period(200701, freq="M")
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i1 = Period(ordinal=200701, freq=offsets.MonthEnd())
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i2 = Period(ordinal=200701, freq="M")
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assert i1 == i2
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assert i1.year == 18695
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assert i2.year == 18695
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i1 = Period(datetime(2007, 1, 1), freq="M")
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i2 = Period("200701", freq="M")
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assert i1 == i2
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i1 = Period(date(2007, 1, 1), freq="M")
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i2 = Period(datetime(2007, 1, 1), freq="M")
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i3 = Period(np.datetime64("2007-01-01"), freq="M")
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i4 = Period("2007-01-01 00:00:00", freq="M")
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i5 = Period("2007-01-01 00:00:00.000", freq="M")
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assert i1 == i2
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assert i1 == i3
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assert i1 == i4
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assert i1 == i5
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i1 = Period("2007-01-01 09:00:00.001")
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expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1000), freq="L")
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assert i1 == expected
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expected = Period("2007-01-01 09:00:00.001", freq="L")
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assert i1 == expected
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i1 = Period("2007-01-01 09:00:00.00101")
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expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1010), freq="U")
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assert i1 == expected
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expected = Period("2007-01-01 09:00:00.00101", freq="U")
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assert i1 == expected
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def test_invalid_arguments(self):
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msg = "Must supply freq for datetime value"
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with pytest.raises(ValueError, match=msg):
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Period(datetime.now())
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with pytest.raises(ValueError, match=msg):
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Period(datetime.now().date())
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msg = "Value must be Period, string, integer, or datetime"
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with pytest.raises(ValueError, match=msg):
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Period(1.6, freq="D")
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msg = "Ordinal must be an integer"
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with pytest.raises(ValueError, match=msg):
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Period(ordinal=1.6, freq="D")
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msg = "Only value or ordinal but not both should be given but not both"
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with pytest.raises(ValueError, match=msg):
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Period(ordinal=2, value=1, freq="D")
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msg = "If value is None, freq cannot be None"
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with pytest.raises(ValueError, match=msg):
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Period(month=1)
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msg = '^Given date string "-2000" not likely a datetime$'
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with pytest.raises(ValueError, match=msg):
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Period("-2000", "A")
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msg = "day is out of range for month"
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with pytest.raises(DateParseError, match=msg):
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Period("0", "A")
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msg = "Unknown datetime string format, unable to parse"
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with pytest.raises(DateParseError, match=msg):
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Period("1/1/-2000", "A")
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def test_constructor_corner(self):
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expected = Period("2007-01", freq="2M")
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assert Period(year=2007, month=1, freq="2M") == expected
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assert Period(None) is NaT
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p = Period("2007-01-01", freq="D")
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result = Period(p, freq="A")
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exp = Period("2007", freq="A")
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assert result == exp
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def test_constructor_infer_freq(self):
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p = Period("2007-01-01")
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assert p.freq == "D"
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p = Period("2007-01-01 07")
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assert p.freq == "H"
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p = Period("2007-01-01 07:10")
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assert p.freq == "T"
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p = Period("2007-01-01 07:10:15")
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assert p.freq == "S"
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p = Period("2007-01-01 07:10:15.123")
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assert p.freq == "L"
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# We see that there are 6 digits after the decimal, so get microsecond
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# even though they are all zeros.
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p = Period("2007-01-01 07:10:15.123000")
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assert p.freq == "U"
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p = Period("2007-01-01 07:10:15.123400")
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assert p.freq == "U"
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def test_multiples(self):
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result1 = Period("1989", freq="2A")
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result2 = Period("1989", freq="A")
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assert result1.ordinal == result2.ordinal
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assert result1.freqstr == "2A-DEC"
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assert result2.freqstr == "A-DEC"
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assert result1.freq == offsets.YearEnd(2)
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assert result2.freq == offsets.YearEnd()
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assert (result1 + 1).ordinal == result1.ordinal + 2
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assert (1 + result1).ordinal == result1.ordinal + 2
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assert (result1 - 1).ordinal == result2.ordinal - 2
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|
|
assert (-1 + result1).ordinal == result2.ordinal - 2
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("month", MONTHS)
|
||
|
|
def test_period_cons_quarterly(self, month):
|
||
|
|
# bugs in scikits.timeseries
|
||
|
|
freq = f"Q-{month}"
|
||
|
|
exp = Period("1989Q3", freq=freq)
|
||
|
|
assert "1989Q3" in str(exp)
|
||
|
|
stamp = exp.to_timestamp("D", how="end")
|
||
|
|
p = Period(stamp, freq=freq)
|
||
|
|
assert p == exp
|
||
|
|
|
||
|
|
stamp = exp.to_timestamp("3D", how="end")
|
||
|
|
p = Period(stamp, freq=freq)
|
||
|
|
assert p == exp
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("month", MONTHS)
|
||
|
|
def test_period_cons_annual(self, month):
|
||
|
|
# bugs in scikits.timeseries
|
||
|
|
freq = f"A-{month}"
|
||
|
|
exp = Period("1989", freq=freq)
|
||
|
|
stamp = exp.to_timestamp("D", how="end") + timedelta(days=30)
|
||
|
|
p = Period(stamp, freq=freq)
|
||
|
|
|
||
|
|
assert p == exp + 1
|
||
|
|
assert isinstance(p, Period)
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("day", DAYS)
|
||
|
|
@pytest.mark.parametrize("num", range(10, 17))
|
||
|
|
def test_period_cons_weekly(self, num, day):
|
||
|
|
daystr = f"2011-02-{num}"
|
||
|
|
freq = f"W-{day}"
|
||
|
|
|
||
|
|
result = Period(daystr, freq=freq)
|
||
|
|
expected = Period(daystr, freq="D").asfreq(freq)
|
||
|
|
assert result == expected
|
||
|
|
assert isinstance(result, Period)
|
||
|
|
|
||
|
|
def test_parse_week_str_roundstrip(self):
|
||
|
|
# GH#50803
|
||
|
|
per = Period("2017-01-23/2017-01-29")
|
||
|
|
assert per.freq.freqstr == "W-SUN"
|
||
|
|
|
||
|
|
per = Period("2017-01-24/2017-01-30")
|
||
|
|
assert per.freq.freqstr == "W-MON"
|
||
|
|
|
||
|
|
msg = "Could not parse as weekly-freq Period"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
# not 6 days apart
|
||
|
|
Period("2016-01-23/2017-01-29")
|
||
|
|
|
||
|
|
def test_period_from_ordinal(self):
|
||
|
|
p = Period("2011-01", freq="M")
|
||
|
|
res = Period._from_ordinal(p.ordinal, freq="M")
|
||
|
|
assert p == res
|
||
|
|
assert isinstance(res, Period)
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("freq", ["A", "M", "D", "H"])
|
||
|
|
def test_construct_from_nat_string_and_freq(self, freq):
|
||
|
|
per = Period("NaT", freq=freq)
|
||
|
|
assert per is NaT
|
||
|
|
|
||
|
|
per = Period("NaT", freq="2" + freq)
|
||
|
|
assert per is NaT
|
||
|
|
|
||
|
|
per = Period("NaT", freq="3" + freq)
|
||
|
|
assert per is NaT
|
||
|
|
|
||
|
|
def test_period_cons_nat(self):
|
||
|
|
p = Period("nat", freq="W-SUN")
|
||
|
|
assert p is NaT
|
||
|
|
|
||
|
|
p = Period(iNaT, freq="D")
|
||
|
|
assert p is NaT
|
||
|
|
|
||
|
|
p = Period(iNaT, freq="3D")
|
||
|
|
assert p is NaT
|
||
|
|
|
||
|
|
p = Period(iNaT, freq="1D1H")
|
||
|
|
assert p is NaT
|
||
|
|
|
||
|
|
p = Period("NaT")
|
||
|
|
assert p is NaT
|
||
|
|
|
||
|
|
p = Period(iNaT)
|
||
|
|
assert p is NaT
|
||
|
|
|
||
|
|
def test_period_cons_mult(self):
|
||
|
|
p1 = Period("2011-01", freq="3M")
|
||
|
|
p2 = Period("2011-01", freq="M")
|
||
|
|
assert p1.ordinal == p2.ordinal
|
||
|
|
|
||
|
|
assert p1.freq == offsets.MonthEnd(3)
|
||
|
|
assert p1.freqstr == "3M"
|
||
|
|
|
||
|
|
assert p2.freq == offsets.MonthEnd()
|
||
|
|
assert p2.freqstr == "M"
|
||
|
|
|
||
|
|
result = p1 + 1
|
||
|
|
assert result.ordinal == (p2 + 3).ordinal
|
||
|
|
|
||
|
|
assert result.freq == p1.freq
|
||
|
|
assert result.freqstr == "3M"
|
||
|
|
|
||
|
|
result = p1 - 1
|
||
|
|
assert result.ordinal == (p2 - 3).ordinal
|
||
|
|
assert result.freq == p1.freq
|
||
|
|
assert result.freqstr == "3M"
|
||
|
|
|
||
|
|
msg = "Frequency must be positive, because it represents span: -3M"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="-3M")
|
||
|
|
|
||
|
|
msg = "Frequency must be positive, because it represents span: 0M"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="0M")
|
||
|
|
|
||
|
|
def test_period_cons_combined(self):
|
||
|
|
p = [
|
||
|
|
(
|
||
|
|
Period("2011-01", freq="1D1H"),
|
||
|
|
Period("2011-01", freq="1H1D"),
|
||
|
|
Period("2011-01", freq="H"),
|
||
|
|
),
|
||
|
|
(
|
||
|
|
Period(ordinal=1, freq="1D1H"),
|
||
|
|
Period(ordinal=1, freq="1H1D"),
|
||
|
|
Period(ordinal=1, freq="H"),
|
||
|
|
),
|
||
|
|
]
|
||
|
|
|
||
|
|
for p1, p2, p3 in p:
|
||
|
|
assert p1.ordinal == p3.ordinal
|
||
|
|
assert p2.ordinal == p3.ordinal
|
||
|
|
|
||
|
|
assert p1.freq == offsets.Hour(25)
|
||
|
|
assert p1.freqstr == "25H"
|
||
|
|
|
||
|
|
assert p2.freq == offsets.Hour(25)
|
||
|
|
assert p2.freqstr == "25H"
|
||
|
|
|
||
|
|
assert p3.freq == offsets.Hour()
|
||
|
|
assert p3.freqstr == "H"
|
||
|
|
|
||
|
|
result = p1 + 1
|
||
|
|
assert result.ordinal == (p3 + 25).ordinal
|
||
|
|
assert result.freq == p1.freq
|
||
|
|
assert result.freqstr == "25H"
|
||
|
|
|
||
|
|
result = p2 + 1
|
||
|
|
assert result.ordinal == (p3 + 25).ordinal
|
||
|
|
assert result.freq == p2.freq
|
||
|
|
assert result.freqstr == "25H"
|
||
|
|
|
||
|
|
result = p1 - 1
|
||
|
|
assert result.ordinal == (p3 - 25).ordinal
|
||
|
|
assert result.freq == p1.freq
|
||
|
|
assert result.freqstr == "25H"
|
||
|
|
|
||
|
|
result = p2 - 1
|
||
|
|
assert result.ordinal == (p3 - 25).ordinal
|
||
|
|
assert result.freq == p2.freq
|
||
|
|
assert result.freqstr == "25H"
|
||
|
|
|
||
|
|
msg = "Frequency must be positive, because it represents span: -25H"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="-1D1H")
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="-1H1D")
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period(ordinal=1, freq="-1D1H")
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period(ordinal=1, freq="-1H1D")
|
||
|
|
|
||
|
|
msg = "Frequency must be positive, because it represents span: 0D"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="0D0H")
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period(ordinal=1, freq="0D0H")
|
||
|
|
|
||
|
|
# You can only combine together day and intraday offsets
|
||
|
|
msg = "Invalid frequency: 1W1D"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="1W1D")
|
||
|
|
msg = "Invalid frequency: 1D1W"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2011-01", freq="1D1W")
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("day", ["1970/01/01 ", "2020-12-31 ", "1981/09/13 "])
|
||
|
|
@pytest.mark.parametrize("hour", ["00:00:00", "00:00:01", "23:59:59", "12:00:59"])
|
||
|
|
@pytest.mark.parametrize(
|
||
|
|
"sec_float, expected",
|
||
|
|
[
|
||
|
|
(".000000001", 1),
|
||
|
|
(".000000999", 999),
|
||
|
|
(".123456789", 789),
|
||
|
|
(".999999999", 999),
|
||
|
|
(".999999000", 0),
|
||
|
|
# Test femtoseconds, attoseconds, picoseconds are dropped like Timestamp
|
||
|
|
(".999999001123", 1),
|
||
|
|
(".999999001123456", 1),
|
||
|
|
(".999999001123456789", 1),
|
||
|
|
],
|
||
|
|
)
|
||
|
|
def test_period_constructor_nanosecond(self, day, hour, sec_float, expected):
|
||
|
|
# GH 34621
|
||
|
|
|
||
|
|
assert Period(day + hour + sec_float).start_time.nanosecond == expected
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("hour", range(24))
|
||
|
|
def test_period_large_ordinal(self, hour):
|
||
|
|
# Issue #36430
|
||
|
|
# Integer overflow for Period over the maximum timestamp
|
||
|
|
p = Period(ordinal=2562048 + hour, freq="1H")
|
||
|
|
assert p.hour == hour
|
||
|
|
|
||
|
|
|
||
|
|
class TestPeriodMethods:
|
||
|
|
def test_round_trip(self):
|
||
|
|
p = Period("2000Q1")
|
||
|
|
new_p = tm.round_trip_pickle(p)
|
||
|
|
assert new_p == p
|
||
|
|
|
||
|
|
def test_hash(self):
|
||
|
|
assert hash(Period("2011-01", freq="M")) == hash(Period("2011-01", freq="M"))
|
||
|
|
|
||
|
|
assert hash(Period("2011-01-01", freq="D")) != hash(Period("2011-01", freq="M"))
|
||
|
|
|
||
|
|
assert hash(Period("2011-01", freq="3M")) != hash(Period("2011-01", freq="2M"))
|
||
|
|
|
||
|
|
assert hash(Period("2011-01", freq="M")) != hash(Period("2011-02", freq="M"))
|
||
|
|
|
||
|
|
# --------------------------------------------------------------
|
||
|
|
# to_timestamp
|
||
|
|
|
||
|
|
def test_to_timestamp_mult(self):
|
||
|
|
p = Period("2011-01", freq="M")
|
||
|
|
assert p.to_timestamp(how="S") == Timestamp("2011-01-01")
|
||
|
|
expected = Timestamp("2011-02-01") - Timedelta(1, "ns")
|
||
|
|
assert p.to_timestamp(how="E") == expected
|
||
|
|
|
||
|
|
p = Period("2011-01", freq="3M")
|
||
|
|
assert p.to_timestamp(how="S") == Timestamp("2011-01-01")
|
||
|
|
expected = Timestamp("2011-04-01") - Timedelta(1, "ns")
|
||
|
|
assert p.to_timestamp(how="E") == expected
|
||
|
|
|
||
|
|
def test_to_timestamp(self):
|
||
|
|
p = Period("1982", freq="A")
|
||
|
|
start_ts = p.to_timestamp(how="S")
|
||
|
|
aliases = ["s", "StarT", "BEGIn"]
|
||
|
|
for a in aliases:
|
||
|
|
assert start_ts == p.to_timestamp("D", how=a)
|
||
|
|
# freq with mult should not affect to the result
|
||
|
|
assert start_ts == p.to_timestamp("3D", how=a)
|
||
|
|
|
||
|
|
end_ts = p.to_timestamp(how="E")
|
||
|
|
aliases = ["e", "end", "FINIsH"]
|
||
|
|
for a in aliases:
|
||
|
|
assert end_ts == p.to_timestamp("D", how=a)
|
||
|
|
assert end_ts == p.to_timestamp("3D", how=a)
|
||
|
|
|
||
|
|
from_lst = ["A", "Q", "M", "W", "B", "D", "H", "Min", "S"]
|
||
|
|
|
||
|
|
def _ex(p):
|
||
|
|
if p.freq == "B":
|
||
|
|
return p.start_time + Timedelta(days=1, nanoseconds=-1)
|
||
|
|
return Timestamp((p + p.freq).start_time._value - 1)
|
||
|
|
|
||
|
|
for fcode in from_lst:
|
||
|
|
p = Period("1982", freq=fcode)
|
||
|
|
result = p.to_timestamp().to_period(fcode)
|
||
|
|
assert result == p
|
||
|
|
|
||
|
|
assert p.start_time == p.to_timestamp(how="S")
|
||
|
|
|
||
|
|
assert p.end_time == _ex(p)
|
||
|
|
|
||
|
|
# Frequency other than daily
|
||
|
|
|
||
|
|
p = Period("1985", freq="A")
|
||
|
|
|
||
|
|
result = p.to_timestamp("H", how="end")
|
||
|
|
expected = Timestamp(1986, 1, 1) - Timedelta(1, "ns")
|
||
|
|
assert result == expected
|
||
|
|
result = p.to_timestamp("3H", how="end")
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
result = p.to_timestamp("T", how="end")
|
||
|
|
expected = Timestamp(1986, 1, 1) - Timedelta(1, "ns")
|
||
|
|
assert result == expected
|
||
|
|
result = p.to_timestamp("2T", how="end")
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
result = p.to_timestamp(how="end")
|
||
|
|
expected = Timestamp(1986, 1, 1) - Timedelta(1, "ns")
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
expected = datetime(1985, 1, 1)
|
||
|
|
result = p.to_timestamp("H", how="start")
|
||
|
|
assert result == expected
|
||
|
|
result = p.to_timestamp("T", how="start")
|
||
|
|
assert result == expected
|
||
|
|
result = p.to_timestamp("S", how="start")
|
||
|
|
assert result == expected
|
||
|
|
result = p.to_timestamp("3H", how="start")
|
||
|
|
assert result == expected
|
||
|
|
result = p.to_timestamp("5S", how="start")
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
def test_to_timestamp_business_end(self):
|
||
|
|
per = Period("1990-01-05", "B") # Friday
|
||
|
|
result = per.to_timestamp("B", how="E")
|
||
|
|
|
||
|
|
expected = Timestamp("1990-01-06") - Timedelta(nanoseconds=1)
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
@pytest.mark.parametrize(
|
||
|
|
"ts, expected",
|
||
|
|
[
|
||
|
|
("1970-01-01 00:00:00", 0),
|
||
|
|
("1970-01-01 00:00:00.000001", 1),
|
||
|
|
("1970-01-01 00:00:00.00001", 10),
|
||
|
|
("1970-01-01 00:00:00.499", 499000),
|
||
|
|
("1999-12-31 23:59:59.999", 999000),
|
||
|
|
("1999-12-31 23:59:59.999999", 999999),
|
||
|
|
("2050-12-31 23:59:59.5", 500000),
|
||
|
|
("2050-12-31 23:59:59.500001", 500001),
|
||
|
|
("2050-12-31 23:59:59.123456", 123456),
|
||
|
|
],
|
||
|
|
)
|
||
|
|
@pytest.mark.parametrize("freq", [None, "us", "ns"])
|
||
|
|
def test_to_timestamp_microsecond(self, ts, expected, freq):
|
||
|
|
# GH 24444
|
||
|
|
result = Period(ts).to_timestamp(freq=freq).microsecond
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
# --------------------------------------------------------------
|
||
|
|
# Rendering: __repr__, strftime, etc
|
||
|
|
|
||
|
|
def test_repr(self):
|
||
|
|
p = Period("Jan-2000")
|
||
|
|
assert "2000-01" in repr(p)
|
||
|
|
|
||
|
|
p = Period("2000-12-15")
|
||
|
|
assert "2000-12-15" in repr(p)
|
||
|
|
|
||
|
|
def test_repr_nat(self):
|
||
|
|
p = Period("nat", freq="M")
|
||
|
|
assert repr(NaT) in repr(p)
|
||
|
|
|
||
|
|
def test_millisecond_repr(self):
|
||
|
|
p = Period("2000-01-01 12:15:02.123")
|
||
|
|
|
||
|
|
assert repr(p) == "Period('2000-01-01 12:15:02.123', 'L')"
|
||
|
|
|
||
|
|
def test_microsecond_repr(self):
|
||
|
|
p = Period("2000-01-01 12:15:02.123567")
|
||
|
|
|
||
|
|
assert repr(p) == "Period('2000-01-01 12:15:02.123567', 'U')"
|
||
|
|
|
||
|
|
def test_strftime(self):
|
||
|
|
# GH#3363
|
||
|
|
p = Period("2000-1-1 12:34:12", freq="S")
|
||
|
|
res = p.strftime("%Y-%m-%d %H:%M:%S")
|
||
|
|
assert res == "2000-01-01 12:34:12"
|
||
|
|
assert isinstance(res, str)
|
||
|
|
|
||
|
|
|
||
|
|
class TestPeriodProperties:
|
||
|
|
"""Test properties such as year, month, weekday, etc...."""
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("freq", ["A", "M", "D", "H"])
|
||
|
|
def test_is_leap_year(self, freq):
|
||
|
|
# GH 13727
|
||
|
|
p = Period("2000-01-01 00:00:00", freq=freq)
|
||
|
|
assert p.is_leap_year
|
||
|
|
assert isinstance(p.is_leap_year, bool)
|
||
|
|
|
||
|
|
p = Period("1999-01-01 00:00:00", freq=freq)
|
||
|
|
assert not p.is_leap_year
|
||
|
|
|
||
|
|
p = Period("2004-01-01 00:00:00", freq=freq)
|
||
|
|
assert p.is_leap_year
|
||
|
|
|
||
|
|
p = Period("2100-01-01 00:00:00", freq=freq)
|
||
|
|
assert not p.is_leap_year
|
||
|
|
|
||
|
|
def test_quarterly_negative_ordinals(self):
|
||
|
|
p = Period(ordinal=-1, freq="Q-DEC")
|
||
|
|
assert p.year == 1969
|
||
|
|
assert p.quarter == 4
|
||
|
|
assert isinstance(p, Period)
|
||
|
|
|
||
|
|
p = Period(ordinal=-2, freq="Q-DEC")
|
||
|
|
assert p.year == 1969
|
||
|
|
assert p.quarter == 3
|
||
|
|
assert isinstance(p, Period)
|
||
|
|
|
||
|
|
p = Period(ordinal=-2, freq="M")
|
||
|
|
assert p.year == 1969
|
||
|
|
assert p.month == 11
|
||
|
|
assert isinstance(p, Period)
|
||
|
|
|
||
|
|
def test_freq_str(self):
|
||
|
|
i1 = Period("1982", freq="Min")
|
||
|
|
assert i1.freq == offsets.Minute()
|
||
|
|
assert i1.freqstr == "T"
|
||
|
|
|
||
|
|
def test_period_deprecated_freq(self):
|
||
|
|
cases = {
|
||
|
|
"M": ["MTH", "MONTH", "MONTHLY", "Mth", "month", "monthly"],
|
||
|
|
"B": ["BUS", "BUSINESS", "BUSINESSLY", "WEEKDAY", "bus"],
|
||
|
|
"D": ["DAY", "DLY", "DAILY", "Day", "Dly", "Daily"],
|
||
|
|
"H": ["HR", "HOUR", "HRLY", "HOURLY", "hr", "Hour", "HRly"],
|
||
|
|
"T": ["minute", "MINUTE", "MINUTELY", "minutely"],
|
||
|
|
"S": ["sec", "SEC", "SECOND", "SECONDLY", "second"],
|
||
|
|
"L": ["MILLISECOND", "MILLISECONDLY", "millisecond"],
|
||
|
|
"U": ["MICROSECOND", "MICROSECONDLY", "microsecond"],
|
||
|
|
"N": ["NANOSECOND", "NANOSECONDLY", "nanosecond"],
|
||
|
|
}
|
||
|
|
|
||
|
|
msg = INVALID_FREQ_ERR_MSG
|
||
|
|
for exp, freqs in cases.items():
|
||
|
|
for freq in freqs:
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2016-03-01 09:00", freq=freq)
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period(ordinal=1, freq=freq)
|
||
|
|
|
||
|
|
# check supported freq-aliases still works
|
||
|
|
p1 = Period("2016-03-01 09:00", freq=exp)
|
||
|
|
p2 = Period(ordinal=1, freq=exp)
|
||
|
|
assert isinstance(p1, Period)
|
||
|
|
assert isinstance(p2, Period)
|
||
|
|
|
||
|
|
@staticmethod
|
||
|
|
def _period_constructor(bound, offset):
|
||
|
|
return Period(
|
||
|
|
year=bound.year,
|
||
|
|
month=bound.month,
|
||
|
|
day=bound.day,
|
||
|
|
hour=bound.hour,
|
||
|
|
minute=bound.minute,
|
||
|
|
second=bound.second + offset,
|
||
|
|
freq="us",
|
||
|
|
)
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("bound, offset", [(Timestamp.min, -1), (Timestamp.max, 1)])
|
||
|
|
@pytest.mark.parametrize("period_property", ["start_time", "end_time"])
|
||
|
|
def test_outer_bounds_start_and_end_time(self, bound, offset, period_property):
|
||
|
|
# GH #13346
|
||
|
|
period = TestPeriodProperties._period_constructor(bound, offset)
|
||
|
|
with pytest.raises(OutOfBoundsDatetime, match="Out of bounds nanosecond"):
|
||
|
|
getattr(period, period_property)
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("bound, offset", [(Timestamp.min, -1), (Timestamp.max, 1)])
|
||
|
|
@pytest.mark.parametrize("period_property", ["start_time", "end_time"])
|
||
|
|
def test_inner_bounds_start_and_end_time(self, bound, offset, period_property):
|
||
|
|
# GH #13346
|
||
|
|
period = TestPeriodProperties._period_constructor(bound, -offset)
|
||
|
|
expected = period.to_timestamp().round(freq="S")
|
||
|
|
assert getattr(period, period_property).round(freq="S") == expected
|
||
|
|
expected = (bound - offset * Timedelta(1, unit="S")).floor("S")
|
||
|
|
assert getattr(period, period_property).floor("S") == expected
|
||
|
|
|
||
|
|
def test_start_time(self):
|
||
|
|
freq_lst = ["A", "Q", "M", "D", "H", "T", "S"]
|
||
|
|
xp = datetime(2012, 1, 1)
|
||
|
|
for f in freq_lst:
|
||
|
|
p = Period("2012", freq=f)
|
||
|
|
assert p.start_time == xp
|
||
|
|
assert Period("2012", freq="B").start_time == datetime(2012, 1, 2)
|
||
|
|
assert Period("2012", freq="W").start_time == datetime(2011, 12, 26)
|
||
|
|
|
||
|
|
def test_end_time(self):
|
||
|
|
p = Period("2012", freq="A")
|
||
|
|
|
||
|
|
def _ex(*args):
|
||
|
|
return Timestamp(Timestamp(datetime(*args)).as_unit("ns")._value - 1)
|
||
|
|
|
||
|
|
xp = _ex(2013, 1, 1)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="Q")
|
||
|
|
xp = _ex(2012, 4, 1)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="M")
|
||
|
|
xp = _ex(2012, 2, 1)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="D")
|
||
|
|
xp = _ex(2012, 1, 2)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="H")
|
||
|
|
xp = _ex(2012, 1, 1, 1)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="B")
|
||
|
|
xp = _ex(2012, 1, 3)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="W")
|
||
|
|
xp = _ex(2012, 1, 2)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
# Test for GH 11738
|
||
|
|
p = Period("2012", freq="15D")
|
||
|
|
xp = _ex(2012, 1, 16)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="1D1H")
|
||
|
|
xp = _ex(2012, 1, 2, 1)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
p = Period("2012", freq="1H1D")
|
||
|
|
xp = _ex(2012, 1, 2, 1)
|
||
|
|
assert xp == p.end_time
|
||
|
|
|
||
|
|
def test_end_time_business_friday(self):
|
||
|
|
# GH#34449
|
||
|
|
per = Period("1990-01-05", "B")
|
||
|
|
result = per.end_time
|
||
|
|
|
||
|
|
expected = Timestamp("1990-01-06") - Timedelta(nanoseconds=1)
|
||
|
|
assert result == expected
|
||
|
|
|
||
|
|
def test_anchor_week_end_time(self):
|
||
|
|
def _ex(*args):
|
||
|
|
return Timestamp(Timestamp(datetime(*args)).as_unit("ns")._value - 1)
|
||
|
|
|
||
|
|
p = Period("2013-1-1", "W-SAT")
|
||
|
|
xp = _ex(2013, 1, 6)
|
||
|
|
assert p.end_time == xp
|
||
|
|
|
||
|
|
def test_properties_annually(self):
|
||
|
|
# Test properties on Periods with annually frequency.
|
||
|
|
a_date = Period(freq="A", year=2007)
|
||
|
|
assert a_date.year == 2007
|
||
|
|
|
||
|
|
def test_properties_quarterly(self):
|
||
|
|
# Test properties on Periods with daily frequency.
|
||
|
|
qedec_date = Period(freq="Q-DEC", year=2007, quarter=1)
|
||
|
|
qejan_date = Period(freq="Q-JAN", year=2007, quarter=1)
|
||
|
|
qejun_date = Period(freq="Q-JUN", year=2007, quarter=1)
|
||
|
|
#
|
||
|
|
for x in range(3):
|
||
|
|
for qd in (qedec_date, qejan_date, qejun_date):
|
||
|
|
assert (qd + x).qyear == 2007
|
||
|
|
assert (qd + x).quarter == x + 1
|
||
|
|
|
||
|
|
def test_properties_monthly(self):
|
||
|
|
# Test properties on Periods with daily frequency.
|
||
|
|
m_date = Period(freq="M", year=2007, month=1)
|
||
|
|
for x in range(11):
|
||
|
|
m_ival_x = m_date + x
|
||
|
|
assert m_ival_x.year == 2007
|
||
|
|
if 1 <= x + 1 <= 3:
|
||
|
|
assert m_ival_x.quarter == 1
|
||
|
|
elif 4 <= x + 1 <= 6:
|
||
|
|
assert m_ival_x.quarter == 2
|
||
|
|
elif 7 <= x + 1 <= 9:
|
||
|
|
assert m_ival_x.quarter == 3
|
||
|
|
elif 10 <= x + 1 <= 12:
|
||
|
|
assert m_ival_x.quarter == 4
|
||
|
|
assert m_ival_x.month == x + 1
|
||
|
|
|
||
|
|
def test_properties_weekly(self):
|
||
|
|
# Test properties on Periods with daily frequency.
|
||
|
|
w_date = Period(freq="W", year=2007, month=1, day=7)
|
||
|
|
#
|
||
|
|
assert w_date.year == 2007
|
||
|
|
assert w_date.quarter == 1
|
||
|
|
assert w_date.month == 1
|
||
|
|
assert w_date.week == 1
|
||
|
|
assert (w_date - 1).week == 52
|
||
|
|
assert w_date.days_in_month == 31
|
||
|
|
assert Period(freq="W", year=2012, month=2, day=1).days_in_month == 29
|
||
|
|
|
||
|
|
def test_properties_weekly_legacy(self):
|
||
|
|
# Test properties on Periods with daily frequency.
|
||
|
|
w_date = Period(freq="W", year=2007, month=1, day=7)
|
||
|
|
assert w_date.year == 2007
|
||
|
|
assert w_date.quarter == 1
|
||
|
|
assert w_date.month == 1
|
||
|
|
assert w_date.week == 1
|
||
|
|
assert (w_date - 1).week == 52
|
||
|
|
assert w_date.days_in_month == 31
|
||
|
|
|
||
|
|
exp = Period(freq="W", year=2012, month=2, day=1)
|
||
|
|
assert exp.days_in_month == 29
|
||
|
|
|
||
|
|
msg = INVALID_FREQ_ERR_MSG
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period(freq="WK", year=2007, month=1, day=7)
|
||
|
|
|
||
|
|
def test_properties_daily(self):
|
||
|
|
# Test properties on Periods with daily frequency.
|
||
|
|
b_date = Period(freq="B", year=2007, month=1, day=1)
|
||
|
|
#
|
||
|
|
assert b_date.year == 2007
|
||
|
|
assert b_date.quarter == 1
|
||
|
|
assert b_date.month == 1
|
||
|
|
assert b_date.day == 1
|
||
|
|
assert b_date.weekday == 0
|
||
|
|
assert b_date.dayofyear == 1
|
||
|
|
assert b_date.days_in_month == 31
|
||
|
|
assert Period(freq="B", year=2012, month=2, day=1).days_in_month == 29
|
||
|
|
|
||
|
|
d_date = Period(freq="D", year=2007, month=1, day=1)
|
||
|
|
|
||
|
|
assert d_date.year == 2007
|
||
|
|
assert d_date.quarter == 1
|
||
|
|
assert d_date.month == 1
|
||
|
|
assert d_date.day == 1
|
||
|
|
assert d_date.weekday == 0
|
||
|
|
assert d_date.dayofyear == 1
|
||
|
|
assert d_date.days_in_month == 31
|
||
|
|
assert Period(freq="D", year=2012, month=2, day=1).days_in_month == 29
|
||
|
|
|
||
|
|
def test_properties_hourly(self):
|
||
|
|
# Test properties on Periods with hourly frequency.
|
||
|
|
h_date1 = Period(freq="H", year=2007, month=1, day=1, hour=0)
|
||
|
|
h_date2 = Period(freq="2H", year=2007, month=1, day=1, hour=0)
|
||
|
|
|
||
|
|
for h_date in [h_date1, h_date2]:
|
||
|
|
assert h_date.year == 2007
|
||
|
|
assert h_date.quarter == 1
|
||
|
|
assert h_date.month == 1
|
||
|
|
assert h_date.day == 1
|
||
|
|
assert h_date.weekday == 0
|
||
|
|
assert h_date.dayofyear == 1
|
||
|
|
assert h_date.hour == 0
|
||
|
|
assert h_date.days_in_month == 31
|
||
|
|
assert (
|
||
|
|
Period(freq="H", year=2012, month=2, day=1, hour=0).days_in_month == 29
|
||
|
|
)
|
||
|
|
|
||
|
|
def test_properties_minutely(self):
|
||
|
|
# Test properties on Periods with minutely frequency.
|
||
|
|
t_date = Period(freq="Min", year=2007, month=1, day=1, hour=0, minute=0)
|
||
|
|
#
|
||
|
|
assert t_date.quarter == 1
|
||
|
|
assert t_date.month == 1
|
||
|
|
assert t_date.day == 1
|
||
|
|
assert t_date.weekday == 0
|
||
|
|
assert t_date.dayofyear == 1
|
||
|
|
assert t_date.hour == 0
|
||
|
|
assert t_date.minute == 0
|
||
|
|
assert t_date.days_in_month == 31
|
||
|
|
assert (
|
||
|
|
Period(freq="D", year=2012, month=2, day=1, hour=0, minute=0).days_in_month
|
||
|
|
== 29
|
||
|
|
)
|
||
|
|
|
||
|
|
def test_properties_secondly(self):
|
||
|
|
# Test properties on Periods with secondly frequency.
|
||
|
|
s_date = Period(
|
||
|
|
freq="Min", year=2007, month=1, day=1, hour=0, minute=0, second=0
|
||
|
|
)
|
||
|
|
#
|
||
|
|
assert s_date.year == 2007
|
||
|
|
assert s_date.quarter == 1
|
||
|
|
assert s_date.month == 1
|
||
|
|
assert s_date.day == 1
|
||
|
|
assert s_date.weekday == 0
|
||
|
|
assert s_date.dayofyear == 1
|
||
|
|
assert s_date.hour == 0
|
||
|
|
assert s_date.minute == 0
|
||
|
|
assert s_date.second == 0
|
||
|
|
assert s_date.days_in_month == 31
|
||
|
|
assert (
|
||
|
|
Period(
|
||
|
|
freq="Min", year=2012, month=2, day=1, hour=0, minute=0, second=0
|
||
|
|
).days_in_month
|
||
|
|
== 29
|
||
|
|
)
|
||
|
|
|
||
|
|
|
||
|
|
class TestPeriodField:
|
||
|
|
def test_get_period_field_array_raises_on_out_of_range(self):
|
||
|
|
msg = "Buffer dtype mismatch, expected 'const int64_t' but got 'double'"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
libperiod.get_period_field_arr(-1, np.empty(1), 0)
|
||
|
|
|
||
|
|
|
||
|
|
class TestPeriodComparisons:
|
||
|
|
def test_comparison_same_period_different_object(self):
|
||
|
|
# Separate Period objects for the same period
|
||
|
|
left = Period("2000-01", "M")
|
||
|
|
right = Period("2000-01", "M")
|
||
|
|
|
||
|
|
assert left == right
|
||
|
|
assert left >= right
|
||
|
|
assert left <= right
|
||
|
|
assert not left < right
|
||
|
|
assert not left > right
|
||
|
|
|
||
|
|
def test_comparison_same_freq(self):
|
||
|
|
jan = Period("2000-01", "M")
|
||
|
|
feb = Period("2000-02", "M")
|
||
|
|
|
||
|
|
assert not jan == feb
|
||
|
|
assert jan != feb
|
||
|
|
assert jan < feb
|
||
|
|
assert jan <= feb
|
||
|
|
assert not jan > feb
|
||
|
|
assert not jan >= feb
|
||
|
|
|
||
|
|
def test_comparison_mismatched_freq(self):
|
||
|
|
jan = Period("2000-01", "M")
|
||
|
|
day = Period("2012-01-01", "D")
|
||
|
|
|
||
|
|
assert not jan == day
|
||
|
|
assert jan != day
|
||
|
|
msg = r"Input has different freq=D from Period\(freq=M\)"
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
jan < day
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
jan <= day
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
jan > day
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
jan >= day
|
||
|
|
|
||
|
|
def test_comparison_invalid_type(self):
|
||
|
|
jan = Period("2000-01", "M")
|
||
|
|
|
||
|
|
assert not jan == 1
|
||
|
|
assert jan != 1
|
||
|
|
|
||
|
|
int_or_per = "'(Period|int)'"
|
||
|
|
msg = f"not supported between instances of {int_or_per} and {int_or_per}"
|
||
|
|
for left, right in [(jan, 1), (1, jan)]:
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
left > right
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
left >= right
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
left < right
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
left <= right
|
||
|
|
|
||
|
|
def test_sort_periods(self):
|
||
|
|
jan = Period("2000-01", "M")
|
||
|
|
feb = Period("2000-02", "M")
|
||
|
|
mar = Period("2000-03", "M")
|
||
|
|
periods = [mar, jan, feb]
|
||
|
|
correctPeriods = [jan, feb, mar]
|
||
|
|
assert sorted(periods) == correctPeriods
|
||
|
|
|
||
|
|
def test_period_cmp_nat(self):
|
||
|
|
p = Period("2011-01-01", freq="D")
|
||
|
|
|
||
|
|
t = Timestamp("2011-01-01")
|
||
|
|
# confirm Period('NaT') work identical with Timestamp('NaT')
|
||
|
|
for left, right in [
|
||
|
|
(NaT, p),
|
||
|
|
(p, NaT),
|
||
|
|
(NaT, t),
|
||
|
|
(t, NaT),
|
||
|
|
]:
|
||
|
|
assert not left < right
|
||
|
|
assert not left > right
|
||
|
|
assert not left == right
|
||
|
|
assert left != right
|
||
|
|
assert not left <= right
|
||
|
|
assert not left >= right
|
||
|
|
|
||
|
|
@pytest.mark.parametrize(
|
||
|
|
"zerodim_arr, expected",
|
||
|
|
((np.array(0), False), (np.array(Period("2000-01", "M")), True)),
|
||
|
|
)
|
||
|
|
def test_comparison_numpy_zerodim_arr(self, zerodim_arr, expected):
|
||
|
|
p = Period("2000-01", "M")
|
||
|
|
|
||
|
|
assert (p == zerodim_arr) is expected
|
||
|
|
assert (zerodim_arr == p) is expected
|
||
|
|
|
||
|
|
|
||
|
|
class TestArithmetic:
|
||
|
|
@pytest.mark.parametrize("unit", ["ns", "us", "ms", "s", "m"])
|
||
|
|
def test_add_sub_td64_nat(self, unit):
|
||
|
|
# GH#47196
|
||
|
|
per = Period("2022-06-01", "D")
|
||
|
|
nat = np.timedelta64("NaT", unit)
|
||
|
|
|
||
|
|
assert per + nat is NaT
|
||
|
|
assert nat + per is NaT
|
||
|
|
assert per - nat is NaT
|
||
|
|
|
||
|
|
with pytest.raises(TypeError, match="unsupported operand"):
|
||
|
|
nat - per
|
||
|
|
|
||
|
|
def test_sub_delta(self):
|
||
|
|
left, right = Period("2011", freq="A"), Period("2007", freq="A")
|
||
|
|
result = left - right
|
||
|
|
assert result == 4 * right.freq
|
||
|
|
|
||
|
|
msg = r"Input has different freq=M from Period\(freq=A-DEC\)"
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
left - Period("2007-01", freq="M")
|
||
|
|
|
||
|
|
def test_add_integer(self):
|
||
|
|
per1 = Period(freq="D", year=2008, month=1, day=1)
|
||
|
|
per2 = Period(freq="D", year=2008, month=1, day=2)
|
||
|
|
assert per1 + 1 == per2
|
||
|
|
assert 1 + per1 == per2
|
||
|
|
|
||
|
|
def test_add_sub_nat(self):
|
||
|
|
# GH#13071
|
||
|
|
p = Period("2011-01", freq="M")
|
||
|
|
assert p + NaT is NaT
|
||
|
|
assert NaT + p is NaT
|
||
|
|
assert p - NaT is NaT
|
||
|
|
assert NaT - p is NaT
|
||
|
|
|
||
|
|
def test_add_invalid(self):
|
||
|
|
# GH#4731
|
||
|
|
per1 = Period(freq="D", year=2008, month=1, day=1)
|
||
|
|
per2 = Period(freq="D", year=2008, month=1, day=2)
|
||
|
|
|
||
|
|
msg = "|".join(
|
||
|
|
[
|
||
|
|
r"unsupported operand type\(s\)",
|
||
|
|
"can only concatenate str",
|
||
|
|
"must be str, not Period",
|
||
|
|
]
|
||
|
|
)
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
per1 + "str"
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
"str" + per1
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
per1 + per2
|
||
|
|
|
||
|
|
boxes = [lambda x: x, lambda x: pd.Series([x]), lambda x: pd.Index([x])]
|
||
|
|
ids = ["identity", "Series", "Index"]
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("lbox", boxes, ids=ids)
|
||
|
|
@pytest.mark.parametrize("rbox", boxes, ids=ids)
|
||
|
|
def test_add_timestamp_raises(self, rbox, lbox):
|
||
|
|
# GH#17983
|
||
|
|
ts = Timestamp("2017")
|
||
|
|
per = Period("2017", freq="M")
|
||
|
|
|
||
|
|
# We may get a different message depending on which class raises
|
||
|
|
# the error.
|
||
|
|
msg = "|".join(
|
||
|
|
[
|
||
|
|
"cannot add",
|
||
|
|
"unsupported operand",
|
||
|
|
"can only operate on a",
|
||
|
|
"incompatible type",
|
||
|
|
"ufunc add cannot use operands",
|
||
|
|
]
|
||
|
|
)
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
lbox(ts) + rbox(per)
|
||
|
|
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
lbox(per) + rbox(ts)
|
||
|
|
|
||
|
|
with pytest.raises(TypeError, match=msg):
|
||
|
|
lbox(per) + rbox(per)
|
||
|
|
|
||
|
|
def test_sub(self):
|
||
|
|
per1 = Period("2011-01-01", freq="D")
|
||
|
|
per2 = Period("2011-01-15", freq="D")
|
||
|
|
|
||
|
|
off = per1.freq
|
||
|
|
assert per1 - per2 == -14 * off
|
||
|
|
assert per2 - per1 == 14 * off
|
||
|
|
|
||
|
|
msg = r"Input has different freq=M from Period\(freq=D\)"
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
per1 - Period("2011-02", freq="M")
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("n", [1, 2, 3, 4])
|
||
|
|
def test_sub_n_gt_1_ticks(self, tick_classes, n):
|
||
|
|
# GH 23878
|
||
|
|
p1 = Period("19910905", freq=tick_classes(n))
|
||
|
|
p2 = Period("19920406", freq=tick_classes(n))
|
||
|
|
|
||
|
|
expected = Period(str(p2), freq=p2.freq.base) - Period(
|
||
|
|
str(p1), freq=p1.freq.base
|
||
|
|
)
|
||
|
|
|
||
|
|
assert (p2 - p1) == expected
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("normalize", [True, False])
|
||
|
|
@pytest.mark.parametrize("n", [1, 2, 3, 4])
|
||
|
|
@pytest.mark.parametrize(
|
||
|
|
"offset, kwd_name",
|
||
|
|
[
|
||
|
|
(offsets.YearEnd, "month"),
|
||
|
|
(offsets.QuarterEnd, "startingMonth"),
|
||
|
|
(offsets.MonthEnd, None),
|
||
|
|
(offsets.Week, "weekday"),
|
||
|
|
],
|
||
|
|
)
|
||
|
|
def test_sub_n_gt_1_offsets(self, offset, kwd_name, n, normalize):
|
||
|
|
# GH 23878
|
||
|
|
kwds = {kwd_name: 3} if kwd_name is not None else {}
|
||
|
|
p1_d = "19910905"
|
||
|
|
p2_d = "19920406"
|
||
|
|
p1 = Period(p1_d, freq=offset(n, normalize, **kwds))
|
||
|
|
p2 = Period(p2_d, freq=offset(n, normalize, **kwds))
|
||
|
|
|
||
|
|
expected = Period(p2_d, freq=p2.freq.base) - Period(p1_d, freq=p1.freq.base)
|
||
|
|
|
||
|
|
assert (p2 - p1) == expected
|
||
|
|
|
||
|
|
def test_add_offset(self):
|
||
|
|
# freq is DateOffset
|
||
|
|
for freq in ["A", "2A", "3A"]:
|
||
|
|
p = Period("2011", freq=freq)
|
||
|
|
exp = Period("2013", freq=freq)
|
||
|
|
assert p + offsets.YearEnd(2) == exp
|
||
|
|
assert offsets.YearEnd(2) + p == exp
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(365, "D"),
|
||
|
|
timedelta(365),
|
||
|
|
]:
|
||
|
|
msg = "Input has different freq|Input cannot be converted to Period"
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p + o
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
o + p
|
||
|
|
|
||
|
|
for freq in ["M", "2M", "3M"]:
|
||
|
|
p = Period("2011-03", freq=freq)
|
||
|
|
exp = Period("2011-05", freq=freq)
|
||
|
|
assert p + offsets.MonthEnd(2) == exp
|
||
|
|
assert offsets.MonthEnd(2) + p == exp
|
||
|
|
|
||
|
|
exp = Period("2012-03", freq=freq)
|
||
|
|
assert p + offsets.MonthEnd(12) == exp
|
||
|
|
assert offsets.MonthEnd(12) + p == exp
|
||
|
|
|
||
|
|
msg = "|".join(
|
||
|
|
[
|
||
|
|
"Input has different freq",
|
||
|
|
"Input cannot be converted to Period",
|
||
|
|
]
|
||
|
|
)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(365, "D"),
|
||
|
|
timedelta(365),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p + o
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
o + p
|
||
|
|
|
||
|
|
# freq is Tick
|
||
|
|
for freq in ["D", "2D", "3D"]:
|
||
|
|
p = Period("2011-04-01", freq=freq)
|
||
|
|
|
||
|
|
exp = Period("2011-04-06", freq=freq)
|
||
|
|
assert p + offsets.Day(5) == exp
|
||
|
|
assert offsets.Day(5) + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-02", freq=freq)
|
||
|
|
assert p + offsets.Hour(24) == exp
|
||
|
|
assert offsets.Hour(24) + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-03", freq=freq)
|
||
|
|
assert p + np.timedelta64(2, "D") == exp
|
||
|
|
assert np.timedelta64(2, "D") + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-02", freq=freq)
|
||
|
|
assert p + np.timedelta64(3600 * 24, "s") == exp
|
||
|
|
assert np.timedelta64(3600 * 24, "s") + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-03-30", freq=freq)
|
||
|
|
assert p + timedelta(-2) == exp
|
||
|
|
assert timedelta(-2) + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-03", freq=freq)
|
||
|
|
assert p + timedelta(hours=48) == exp
|
||
|
|
assert timedelta(hours=48) + p == exp
|
||
|
|
|
||
|
|
msg = "|".join(
|
||
|
|
[
|
||
|
|
"Input has different freq",
|
||
|
|
"Input cannot be converted to Period",
|
||
|
|
]
|
||
|
|
)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(4, "h"),
|
||
|
|
timedelta(hours=23),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p + o
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
o + p
|
||
|
|
|
||
|
|
for freq in ["H", "2H", "3H"]:
|
||
|
|
p = Period("2011-04-01 09:00", freq=freq)
|
||
|
|
|
||
|
|
exp = Period("2011-04-03 09:00", freq=freq)
|
||
|
|
assert p + offsets.Day(2) == exp
|
||
|
|
assert offsets.Day(2) + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-01 12:00", freq=freq)
|
||
|
|
assert p + offsets.Hour(3) == exp
|
||
|
|
assert offsets.Hour(3) + p == exp
|
||
|
|
|
||
|
|
msg = "cannot use operands with types"
|
||
|
|
exp = Period("2011-04-01 12:00", freq=freq)
|
||
|
|
assert p + np.timedelta64(3, "h") == exp
|
||
|
|
assert np.timedelta64(3, "h") + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-01 10:00", freq=freq)
|
||
|
|
assert p + np.timedelta64(3600, "s") == exp
|
||
|
|
assert np.timedelta64(3600, "s") + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-01 11:00", freq=freq)
|
||
|
|
assert p + timedelta(minutes=120) == exp
|
||
|
|
assert timedelta(minutes=120) + p == exp
|
||
|
|
|
||
|
|
exp = Period("2011-04-05 12:00", freq=freq)
|
||
|
|
assert p + timedelta(days=4, minutes=180) == exp
|
||
|
|
assert timedelta(days=4, minutes=180) + p == exp
|
||
|
|
|
||
|
|
msg = "|".join(
|
||
|
|
[
|
||
|
|
"Input has different freq",
|
||
|
|
"Input cannot be converted to Period",
|
||
|
|
]
|
||
|
|
)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(3200, "s"),
|
||
|
|
timedelta(hours=23, minutes=30),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p + o
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
o + p
|
||
|
|
|
||
|
|
def test_sub_offset(self):
|
||
|
|
# freq is DateOffset
|
||
|
|
msg = "|".join(
|
||
|
|
[
|
||
|
|
"Input has different freq",
|
||
|
|
"Input cannot be converted to Period",
|
||
|
|
]
|
||
|
|
)
|
||
|
|
|
||
|
|
for freq in ["A", "2A", "3A"]:
|
||
|
|
p = Period("2011", freq=freq)
|
||
|
|
assert p - offsets.YearEnd(2) == Period("2009", freq=freq)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(365, "D"),
|
||
|
|
timedelta(365),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p - o
|
||
|
|
|
||
|
|
for freq in ["M", "2M", "3M"]:
|
||
|
|
p = Period("2011-03", freq=freq)
|
||
|
|
assert p - offsets.MonthEnd(2) == Period("2011-01", freq=freq)
|
||
|
|
assert p - offsets.MonthEnd(12) == Period("2010-03", freq=freq)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(365, "D"),
|
||
|
|
timedelta(365),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p - o
|
||
|
|
|
||
|
|
# freq is Tick
|
||
|
|
for freq in ["D", "2D", "3D"]:
|
||
|
|
p = Period("2011-04-01", freq=freq)
|
||
|
|
assert p - offsets.Day(5) == Period("2011-03-27", freq=freq)
|
||
|
|
assert p - offsets.Hour(24) == Period("2011-03-31", freq=freq)
|
||
|
|
assert p - np.timedelta64(2, "D") == Period("2011-03-30", freq=freq)
|
||
|
|
assert p - np.timedelta64(3600 * 24, "s") == Period("2011-03-31", freq=freq)
|
||
|
|
assert p - timedelta(-2) == Period("2011-04-03", freq=freq)
|
||
|
|
assert p - timedelta(hours=48) == Period("2011-03-30", freq=freq)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(4, "h"),
|
||
|
|
timedelta(hours=23),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p - o
|
||
|
|
|
||
|
|
for freq in ["H", "2H", "3H"]:
|
||
|
|
p = Period("2011-04-01 09:00", freq=freq)
|
||
|
|
assert p - offsets.Day(2) == Period("2011-03-30 09:00", freq=freq)
|
||
|
|
assert p - offsets.Hour(3) == Period("2011-04-01 06:00", freq=freq)
|
||
|
|
assert p - np.timedelta64(3, "h") == Period("2011-04-01 06:00", freq=freq)
|
||
|
|
assert p - np.timedelta64(3600, "s") == Period(
|
||
|
|
"2011-04-01 08:00", freq=freq
|
||
|
|
)
|
||
|
|
assert p - timedelta(minutes=120) == Period("2011-04-01 07:00", freq=freq)
|
||
|
|
assert p - timedelta(days=4, minutes=180) == Period(
|
||
|
|
"2011-03-28 06:00", freq=freq
|
||
|
|
)
|
||
|
|
|
||
|
|
for o in [
|
||
|
|
offsets.YearBegin(2),
|
||
|
|
offsets.MonthBegin(1),
|
||
|
|
offsets.Minute(),
|
||
|
|
np.timedelta64(3200, "s"),
|
||
|
|
timedelta(hours=23, minutes=30),
|
||
|
|
]:
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p - o
|
||
|
|
|
||
|
|
@pytest.mark.parametrize("freq", ["M", "2M", "3M"])
|
||
|
|
def test_period_addsub_nat(self, freq):
|
||
|
|
per = Period("2011-01", freq=freq)
|
||
|
|
|
||
|
|
# For subtraction, NaT is treated as another Period object
|
||
|
|
assert NaT - per is NaT
|
||
|
|
assert per - NaT is NaT
|
||
|
|
|
||
|
|
# For addition, NaT is treated as offset-like
|
||
|
|
assert NaT + per is NaT
|
||
|
|
assert per + NaT is NaT
|
||
|
|
|
||
|
|
def test_period_ops_offset(self):
|
||
|
|
p = Period("2011-04-01", freq="D")
|
||
|
|
result = p + offsets.Day()
|
||
|
|
exp = Period("2011-04-02", freq="D")
|
||
|
|
assert result == exp
|
||
|
|
|
||
|
|
result = p - offsets.Day(2)
|
||
|
|
exp = Period("2011-03-30", freq="D")
|
||
|
|
assert result == exp
|
||
|
|
|
||
|
|
msg = r"Input cannot be converted to Period\(freq=D\)"
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p + offsets.Hour(2)
|
||
|
|
|
||
|
|
with pytest.raises(IncompatibleFrequency, match=msg):
|
||
|
|
p - offsets.Hour(2)
|
||
|
|
|
||
|
|
|
||
|
|
def test_period_immutable():
|
||
|
|
# see gh-17116
|
||
|
|
msg = "not writable"
|
||
|
|
|
||
|
|
per = Period("2014Q1")
|
||
|
|
with pytest.raises(AttributeError, match=msg):
|
||
|
|
per.ordinal = 14
|
||
|
|
|
||
|
|
freq = per.freq
|
||
|
|
with pytest.raises(AttributeError, match=msg):
|
||
|
|
per.freq = 2 * freq
|
||
|
|
|
||
|
|
|
||
|
|
def test_small_year_parsing():
|
||
|
|
per1 = Period("0001-01-07", "D")
|
||
|
|
assert per1.year == 1
|
||
|
|
assert per1.day == 7
|
||
|
|
|
||
|
|
|
||
|
|
def test_negone_ordinals():
|
||
|
|
freqs = ["A", "M", "Q", "D", "H", "T", "S"]
|
||
|
|
|
||
|
|
period = Period(ordinal=-1, freq="D")
|
||
|
|
for freq in freqs:
|
||
|
|
repr(period.asfreq(freq))
|
||
|
|
|
||
|
|
for freq in freqs:
|
||
|
|
period = Period(ordinal=-1, freq=freq)
|
||
|
|
repr(period)
|
||
|
|
assert period.year == 1969
|
||
|
|
|
||
|
|
period = Period(ordinal=-1, freq="B")
|
||
|
|
repr(period)
|
||
|
|
period = Period(ordinal=-1, freq="W")
|
||
|
|
repr(period)
|
||
|
|
|
||
|
|
|
||
|
|
def test_invalid_frequency_error_message():
|
||
|
|
msg = "Invalid frequency: <WeekOfMonth: week=0, weekday=0>"
|
||
|
|
with pytest.raises(ValueError, match=msg):
|
||
|
|
Period("2012-01-02", freq="WOM-1MON")
|