from datetime import date, datetime, timedelta import numpy as np import pytest import pytz from pandas._libs.tslibs import iNaT, period as libperiod from pandas._libs.tslibs.ccalendar import DAYS, MONTHS from pandas._libs.tslibs.np_datetime import OutOfBoundsDatetime from pandas._libs.tslibs.parsing import DateParseError from pandas._libs.tslibs.period import INVALID_FREQ_ERR_MSG, IncompatibleFrequency from pandas._libs.tslibs.timezones import dateutil_gettz, maybe_get_tz from pandas.compat.numpy import np_datetime64_compat import pandas as pd from pandas import NaT, Period, Timedelta, Timestamp, offsets import pandas._testing as tm class TestPeriodConstruction: def test_construction(self): i1 = Period("1/1/2005", freq="M") i2 = Period("Jan 2005") assert i1 == i2 i1 = Period("2005", freq="A") i2 = Period("2005") i3 = Period("2005", freq="a") assert i1 == i2 assert i1 == i3 i4 = Period("2005", freq="M") i5 = Period("2005", freq="m") msg = r"Input has different freq=M from Period\(freq=A-DEC\)" with pytest.raises(IncompatibleFrequency, match=msg): i1 != i4 assert i4 == i5 i1 = Period.now("Q") i2 = Period(datetime.now(), freq="Q") i3 = Period.now("q") assert i1 == i2 assert i1 == i3 i1 = Period("1982", freq="min") i2 = Period("1982", freq="MIN") assert i1 == i2 i1 = Period(year=2005, month=3, day=1, freq="D") i2 = Period("3/1/2005", freq="D") assert i1 == i2 i3 = Period(year=2005, month=3, day=1, freq="d") assert i1 == i3 i1 = Period("2007-01-01 09:00:00.001") expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1000), freq="L") assert i1 == expected expected = Period(np_datetime64_compat("2007-01-01 09:00:00.001Z"), freq="L") assert i1 == expected i1 = Period("2007-01-01 09:00:00.00101") expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1010), freq="U") assert i1 == expected expected = Period(np_datetime64_compat("2007-01-01 09:00:00.00101Z"), freq="U") assert i1 == expected msg = "Must supply freq for ordinal value" with pytest.raises(ValueError, match=msg): Period(ordinal=200701) msg = "Invalid frequency: X" with pytest.raises(ValueError, match=msg): Period("2007-1-1", freq="X") # GH#34703 tuple freq disallowed with pytest.raises(TypeError, match="pass as a string instead"): Period("1982", freq=("Min", 1)) def test_construction_bday(self): # Biz day construction, roll forward if non-weekday i1 = Period("3/10/12", freq="B") i2 = Period("3/10/12", freq="D") assert i1 == i2.asfreq("B") i2 = Period("3/11/12", freq="D") assert i1 == i2.asfreq("B") i2 = Period("3/12/12", freq="D") assert i1 == i2.asfreq("B") i3 = Period("3/10/12", freq="b") assert i1 == i3 i1 = Period(year=2012, month=3, day=10, freq="B") i2 = Period("3/12/12", freq="B") assert i1 == i2 def test_construction_quarter(self): i1 = Period(year=2005, quarter=1, freq="Q") i2 = Period("1/1/2005", freq="Q") assert i1 == i2 i1 = Period(year=2005, quarter=3, freq="Q") i2 = Period("9/1/2005", freq="Q") assert i1 == i2 i1 = Period("2005Q1") i2 = Period(year=2005, quarter=1, freq="Q") i3 = Period("2005q1") assert i1 == i2 assert i1 == i3 i1 = Period("05Q1") assert i1 == i2 lower = Period("05q1") assert i1 == lower i1 = Period("1Q2005") assert i1 == i2 lower = Period("1q2005") assert i1 == lower i1 = Period("1Q05") assert i1 == i2 lower = Period("1q05") assert i1 == lower i1 = Period("4Q1984") assert i1.year == 1984 lower = Period("4q1984") assert i1 == lower def test_construction_month(self): expected = Period("2007-01", freq="M") i1 = Period("200701", freq="M") assert i1 == expected i1 = Period("200701", freq="M") assert i1 == expected i1 = Period(200701, freq="M") assert i1 == expected i1 = Period(ordinal=200701, freq="M") assert i1.year == 18695 i1 = Period(datetime(2007, 1, 1), freq="M") i2 = Period("200701", freq="M") assert i1 == i2 i1 = Period(date(2007, 1, 1), freq="M") i2 = Period(datetime(2007, 1, 1), freq="M") i3 = Period(np.datetime64("2007-01-01"), freq="M") i4 = Period(np_datetime64_compat("2007-01-01 00:00:00Z"), freq="M") i5 = Period(np_datetime64_compat("2007-01-01 00:00:00.000Z"), freq="M") assert i1 == i2 assert i1 == i3 assert i1 == i4 assert i1 == i5 def test_period_constructor_offsets(self): assert Period("1/1/2005", freq=offsets.MonthEnd()) == Period( "1/1/2005", freq="M" ) assert Period("2005", freq=offsets.YearEnd()) == Period("2005", freq="A") assert Period("2005", freq=offsets.MonthEnd()) == Period("2005", freq="M") assert Period("3/10/12", freq=offsets.BusinessDay()) == Period( "3/10/12", freq="B" ) assert Period("3/10/12", freq=offsets.Day()) == Period("3/10/12", freq="D") assert Period( year=2005, quarter=1, freq=offsets.QuarterEnd(startingMonth=12) ) == Period(year=2005, quarter=1, freq="Q") assert Period( year=2005, quarter=2, freq=offsets.QuarterEnd(startingMonth=12) ) == Period(year=2005, quarter=2, freq="Q") assert Period(year=2005, month=3, day=1, freq=offsets.Day()) == Period( year=2005, month=3, day=1, freq="D" ) assert Period(year=2012, month=3, day=10, freq=offsets.BDay()) == Period( year=2012, month=3, day=10, freq="B" ) expected = Period("2005-03-01", freq="3D") assert Period(year=2005, month=3, day=1, freq=offsets.Day(3)) == expected assert Period(year=2005, month=3, day=1, freq="3D") == expected assert Period(year=2012, month=3, day=10, freq=offsets.BDay(3)) == Period( year=2012, month=3, day=10, freq="3B" ) assert Period(200701, freq=offsets.MonthEnd()) == Period(200701, freq="M") i1 = Period(ordinal=200701, freq=offsets.MonthEnd()) i2 = Period(ordinal=200701, freq="M") assert i1 == i2 assert i1.year == 18695 assert i2.year == 18695 i1 = Period(datetime(2007, 1, 1), freq="M") i2 = Period("200701", freq="M") assert i1 == i2 i1 = Period(date(2007, 1, 1), freq="M") i2 = Period(datetime(2007, 1, 1), freq="M") i3 = Period(np.datetime64("2007-01-01"), freq="M") i4 = Period(np_datetime64_compat("2007-01-01 00:00:00Z"), freq="M") i5 = Period(np_datetime64_compat("2007-01-01 00:00:00.000Z"), freq="M") assert i1 == i2 assert i1 == i3 assert i1 == i4 assert i1 == i5 i1 = Period("2007-01-01 09:00:00.001") expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1000), freq="L") assert i1 == expected expected = Period(np_datetime64_compat("2007-01-01 09:00:00.001Z"), freq="L") assert i1 == expected i1 = Period("2007-01-01 09:00:00.00101") expected = Period(datetime(2007, 1, 1, 9, 0, 0, 1010), freq="U") assert i1 == expected expected = Period(np_datetime64_compat("2007-01-01 09:00:00.00101Z"), freq="U") assert i1 == expected def test_invalid_arguments(self): msg = "Must supply freq for datetime value" with pytest.raises(ValueError, match=msg): Period(datetime.now()) with pytest.raises(ValueError, match=msg): Period(datetime.now().date()) msg = "Value must be Period, string, integer, or datetime" with pytest.raises(ValueError, match=msg): Period(1.6, freq="D") msg = "Ordinal must be an integer" with pytest.raises(ValueError, match=msg): Period(ordinal=1.6, freq="D") msg = "Only value or ordinal but not both should be given but not both" with pytest.raises(ValueError, match=msg): Period(ordinal=2, value=1, freq="D") msg = "If value is None, freq cannot be None" with pytest.raises(ValueError, match=msg): Period(month=1) msg = "Given date string not likely a datetime" with pytest.raises(ValueError, match=msg): Period("-2000", "A") msg = "day is out of range for month" with pytest.raises(DateParseError, match=msg): Period("0", "A") msg = "Unknown datetime string format, unable to parse" with pytest.raises(DateParseError, match=msg): Period("1/1/-2000", "A") def test_constructor_corner(self): expected = Period("2007-01", freq="2M") assert Period(year=2007, month=1, freq="2M") == expected assert Period(None) is NaT p = Period("2007-01-01", freq="D") result = Period(p, freq="A") exp = Period("2007", freq="A") assert result == exp def test_constructor_infer_freq(self): p = Period("2007-01-01") assert p.freq == "D" p = Period("2007-01-01 07") assert p.freq == "H" p = Period("2007-01-01 07:10") assert p.freq == "T" p = Period("2007-01-01 07:10:15") assert p.freq == "S" p = Period("2007-01-01 07:10:15.123") assert p.freq == "L" p = Period("2007-01-01 07:10:15.123000") assert p.freq == "L" p = Period("2007-01-01 07:10:15.123400") assert p.freq == "U" def test_multiples(self): result1 = Period("1989", freq="2A") result2 = Period("1989", freq="A") assert result1.ordinal == result2.ordinal assert result1.freqstr == "2A-DEC" assert result2.freqstr == "A-DEC" assert result1.freq == offsets.YearEnd(2) assert result2.freq == offsets.YearEnd() assert (result1 + 1).ordinal == result1.ordinal + 2 assert (1 + result1).ordinal == result1.ordinal + 2 assert (result1 - 1).ordinal == result2.ordinal - 2 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_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), ], ) 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 @pytest.mark.parametrize("tzstr", ["Europe/Brussels", "Asia/Tokyo", "US/Pacific"]) def test_to_timestamp_tz_arg(self, tzstr): # GH#34522 tz kwarg deprecated with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="M").to_timestamp(tz=tzstr) exp = Timestamp("1/1/2005", tz="UTC").tz_convert(tzstr) exp_zone = pytz.timezone(tzstr).normalize(p) assert p == exp assert p.tz == exp_zone.tzinfo assert p.tz == exp.tz with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="3H").to_timestamp(tz=tzstr) exp = Timestamp("1/1/2005", tz="UTC").tz_convert(tzstr) exp_zone = pytz.timezone(tzstr).normalize(p) assert p == exp assert p.tz == exp_zone.tzinfo assert p.tz == exp.tz with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="A").to_timestamp(freq="A", tz=tzstr) exp = Timestamp("31/12/2005", tz="UTC").tz_convert(tzstr) exp_zone = pytz.timezone(tzstr).normalize(p) assert p == exp assert p.tz == exp_zone.tzinfo assert p.tz == exp.tz with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="A").to_timestamp(freq="3H", tz=tzstr) exp = Timestamp("1/1/2005", tz="UTC").tz_convert(tzstr) exp_zone = pytz.timezone(tzstr).normalize(p) assert p == exp assert p.tz == exp_zone.tzinfo assert p.tz == exp.tz @pytest.mark.parametrize( "tzstr", ["dateutil/Europe/Brussels", "dateutil/Asia/Tokyo", "dateutil/US/Pacific"], ) def test_to_timestamp_tz_arg_dateutil(self, tzstr): tz = maybe_get_tz(tzstr) with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="M").to_timestamp(tz=tz) exp = Timestamp("1/1/2005", tz="UTC").tz_convert(tzstr) assert p == exp assert p.tz == dateutil_gettz(tzstr.split("/", 1)[1]) assert p.tz == exp.tz with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="M").to_timestamp(freq="3H", tz=tz) exp = Timestamp("1/1/2005", tz="UTC").tz_convert(tzstr) assert p == exp assert p.tz == dateutil_gettz(tzstr.split("/", 1)[1]) assert p.tz == exp.tz def test_to_timestamp_tz_arg_dateutil_from_string(self): with tm.assert_produces_warning(FutureWarning): p = Period("1/1/2005", freq="M").to_timestamp(tz="dateutil/Europe/Brussels") assert p.tz == dateutil_gettz("Europe/Brussels") 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 i, fcode in enumerate(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) 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_outter_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)).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)).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") 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 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 class TestArithmetic: 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 if isinstance(o, np.timedelta64): msg = "cannot use operands with types" with pytest.raises(TypeError, match=msg): o + p else: msg = "|".join( [ "Input has different freq", "Input cannot be converted to Period", ] ) 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 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 if isinstance(o, np.timedelta64): msg = "cannot use operands with types" with pytest.raises(TypeError, match=msg): o + p else: msg = "|".join( [ "Input has different freq", "Input cannot be converted to Period", ] ) 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 msg = "cannot use operands with types" with pytest.raises(TypeError, match=msg): np.timedelta64(2, "D") + p exp = Period("2011-04-02", freq=freq) assert p + np.timedelta64(3600 * 24, "s") == exp with pytest.raises(TypeError, match=msg): np.timedelta64(3600 * 24, "s") + p 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 for o in [ offsets.YearBegin(2), offsets.MonthBegin(1), offsets.Minute(), np.timedelta64(4, "h"), timedelta(hours=23), ]: msg = "Input has different freq|Input cannot be converted to Period" with pytest.raises(IncompatibleFrequency, match=msg): p + o if isinstance(o, np.timedelta64): msg = "cannot use operands with types" with pytest.raises(TypeError, match=msg): o + p else: msg = "|".join( [ "Input has different freq", "Input cannot be converted to Period", ] ) 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 with pytest.raises(TypeError, match=msg): np.timedelta64(3, "h") + p exp = Period("2011-04-01 10:00", freq=freq) assert p + np.timedelta64(3600, "s") == exp with pytest.raises(TypeError, match=msg): np.timedelta64(3600, "s") + p 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 for o in [ offsets.YearBegin(2), offsets.MonthBegin(1), offsets.Minute(), np.timedelta64(3200, "s"), timedelta(hours=23, minutes=30), ]: msg = "Input has different freq|Input cannot be converted to Period" with pytest.raises(IncompatibleFrequency, match=msg): p + o if isinstance(o, np.timedelta64): msg = "cannot use operands with types" with pytest.raises(TypeError, match=msg): o + p else: msg = "|".join( [ "Input has different freq", "Input cannot be converted to Period", ] ) with pytest.raises(IncompatibleFrequency, match=msg): o + p def test_sub_offset(self): # freq is DateOffset msg = "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: " with pytest.raises(ValueError, match=msg): Period("2012-01-02", freq="WOM-1MON")