322 lines
11 KiB
Python
322 lines
11 KiB
Python
from datetime import (
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datetime,
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timedelta,
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timezone,
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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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OutOfBoundsDatetime,
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OutOfBoundsTimedelta,
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Timedelta,
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Timestamp,
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offsets,
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to_offset,
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)
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import pandas._testing as tm
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class TestTimestampArithmetic:
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def test_overflow_offset(self):
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# no overflow expected
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stamp = Timestamp("2000/1/1")
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offset_no_overflow = to_offset("D") * 100
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expected = Timestamp("2000/04/10")
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assert stamp + offset_no_overflow == expected
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assert offset_no_overflow + stamp == expected
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expected = Timestamp("1999/09/23")
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assert stamp - offset_no_overflow == expected
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def test_overflow_offset_raises(self):
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# xref https://github.com/statsmodels/statsmodels/issues/3374
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# ends up multiplying really large numbers which overflow
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stamp = Timestamp("2017-01-13 00:00:00")
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offset_overflow = 20169940 * offsets.Day(1)
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msg = (
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"the add operation between "
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r"\<-?\d+ \* Days\> and \d{4}-\d{2}-\d{2} \d{2}:\d{2}:\d{2} "
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"will overflow"
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)
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lmsg2 = r"Cannot cast <-?20169940 \* Days> to unit=ns without overflow"
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with pytest.raises(OutOfBoundsTimedelta, match=lmsg2):
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stamp + offset_overflow
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with pytest.raises(OverflowError, match=msg):
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offset_overflow + stamp
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with pytest.raises(OutOfBoundsTimedelta, match=lmsg2):
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stamp - offset_overflow
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# xref https://github.com/pandas-dev/pandas/issues/14080
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# used to crash, so check for proper overflow exception
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stamp = Timestamp("2000/1/1")
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offset_overflow = to_offset("D") * 100**5
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lmsg3 = r"Cannot cast <-?10000000000 \* Days> to unit=ns without overflow"
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with pytest.raises(OutOfBoundsTimedelta, match=lmsg3):
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stamp + offset_overflow
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with pytest.raises(OverflowError, match=msg):
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offset_overflow + stamp
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with pytest.raises(OutOfBoundsTimedelta, match=lmsg3):
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stamp - offset_overflow
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def test_overflow_timestamp_raises(self):
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# https://github.com/pandas-dev/pandas/issues/31774
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msg = "Result is too large"
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a = Timestamp("2101-01-01 00:00:00")
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b = Timestamp("1688-01-01 00:00:00")
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with pytest.raises(OutOfBoundsDatetime, match=msg):
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a - b
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# but we're OK for timestamp and datetime.datetime
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assert (a - b.to_pydatetime()) == (a.to_pydatetime() - b)
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def test_delta_preserve_nanos(self):
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val = Timestamp(1337299200000000123)
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result = val + timedelta(1)
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assert result.nanosecond == val.nanosecond
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def test_rsub_dtscalars(self, tz_naive_fixture):
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# In particular, check that datetime64 - Timestamp works GH#28286
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td = Timedelta(1235345642000)
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ts = Timestamp("2021-01-01", tz=tz_naive_fixture)
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other = ts + td
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assert other - ts == td
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assert other.to_pydatetime() - ts == td
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if tz_naive_fixture is None:
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assert other.to_datetime64() - ts == td
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else:
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msg = "Cannot subtract tz-naive and tz-aware datetime-like objects"
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with pytest.raises(TypeError, match=msg):
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other.to_datetime64() - ts
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def test_timestamp_sub_datetime(self):
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dt = datetime(2013, 10, 12)
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ts = Timestamp(datetime(2013, 10, 13))
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assert (ts - dt).days == 1
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assert (dt - ts).days == -1
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def test_subtract_tzaware_datetime(self):
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t1 = Timestamp("2020-10-22T22:00:00+00:00")
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t2 = datetime(2020, 10, 22, 22, tzinfo=timezone.utc)
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result = t1 - t2
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assert isinstance(result, Timedelta)
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assert result == Timedelta("0 days")
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def test_subtract_timestamp_from_different_timezone(self):
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t1 = Timestamp("20130101").tz_localize("US/Eastern")
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t2 = Timestamp("20130101").tz_localize("CET")
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result = t1 - t2
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assert isinstance(result, Timedelta)
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assert result == Timedelta("0 days 06:00:00")
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def test_subtracting_involving_datetime_with_different_tz(self):
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t1 = datetime(2013, 1, 1, tzinfo=timezone(timedelta(hours=-5)))
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t2 = Timestamp("20130101").tz_localize("CET")
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result = t1 - t2
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assert isinstance(result, Timedelta)
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assert result == Timedelta("0 days 06:00:00")
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result = t2 - t1
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assert isinstance(result, Timedelta)
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assert result == Timedelta("-1 days +18:00:00")
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def test_subtracting_different_timezones(self, tz_aware_fixture):
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t_raw = Timestamp("20130101")
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t_UTC = t_raw.tz_localize("UTC")
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t_diff = t_UTC.tz_convert(tz_aware_fixture) + Timedelta("0 days 05:00:00")
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result = t_diff - t_UTC
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assert isinstance(result, Timedelta)
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assert result == Timedelta("0 days 05:00:00")
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def test_addition_subtraction_types(self):
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# Assert on the types resulting from Timestamp +/- various date/time
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# objects
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dt = datetime(2014, 3, 4)
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td = timedelta(seconds=1)
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# build a timestamp with a frequency, since then it supports
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# addition/subtraction of integers
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with tm.assert_produces_warning(FutureWarning, match="The 'freq' argument"):
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# freq deprecated
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ts = Timestamp(dt, freq="D")
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msg = "Addition/subtraction of integers"
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with pytest.raises(TypeError, match=msg):
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# GH#22535 add/sub with integers is deprecated
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ts + 1
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with pytest.raises(TypeError, match=msg):
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ts - 1
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# Timestamp + datetime not supported, though subtraction is supported
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# and yields timedelta more tests in tseries/base/tests/test_base.py
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assert type(ts - dt) == Timedelta
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assert type(ts + td) == Timestamp
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assert type(ts - td) == Timestamp
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# Timestamp +/- datetime64 not supported, so not tested (could possibly
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# assert error raised?)
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td64 = np.timedelta64(1, "D")
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assert type(ts + td64) == Timestamp
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assert type(ts - td64) == Timestamp
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@pytest.mark.parametrize(
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"freq, td, td64",
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[
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("S", timedelta(seconds=1), np.timedelta64(1, "s")),
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("min", timedelta(minutes=1), np.timedelta64(1, "m")),
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("H", timedelta(hours=1), np.timedelta64(1, "h")),
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("D", timedelta(days=1), np.timedelta64(1, "D")),
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("W", timedelta(weeks=1), np.timedelta64(1, "W")),
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("M", None, np.timedelta64(1, "M")),
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],
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)
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@pytest.mark.filterwarnings("ignore:Timestamp.freq is deprecated:FutureWarning")
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@pytest.mark.filterwarnings("ignore:The 'freq' argument:FutureWarning")
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def test_addition_subtraction_preserve_frequency(self, freq, td, td64):
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ts = Timestamp("2014-03-05 00:00:00", freq=freq)
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original_freq = ts.freq
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assert (ts + 1 * original_freq).freq == original_freq
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assert (ts - 1 * original_freq).freq == original_freq
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if td is not None:
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# timedelta does not support months as unit
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assert (ts + td).freq == original_freq
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assert (ts - td).freq == original_freq
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assert (ts + td64).freq == original_freq
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assert (ts - td64).freq == original_freq
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@pytest.mark.parametrize(
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"td", [Timedelta(hours=3), np.timedelta64(3, "h"), timedelta(hours=3)]
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)
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def test_radd_tdscalar(self, td, fixed_now_ts):
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# GH#24775 timedelta64+Timestamp should not raise
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ts = fixed_now_ts
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assert td + ts == ts + td
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@pytest.mark.parametrize(
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"other,expected_difference",
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[
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(np.timedelta64(-123, "ns"), -123),
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(np.timedelta64(1234567898, "ns"), 1234567898),
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(np.timedelta64(-123, "us"), -123000),
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(np.timedelta64(-123, "ms"), -123000000),
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],
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)
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def test_timestamp_add_timedelta64_unit(self, other, expected_difference):
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ts = Timestamp(datetime.utcnow())
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result = ts + other
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valdiff = result.value - ts.value
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assert valdiff == expected_difference
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@pytest.mark.parametrize(
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"ts",
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[
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Timestamp("1776-07-04"),
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Timestamp("1776-07-04", tz="UTC"),
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],
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)
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@pytest.mark.parametrize(
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"other",
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[
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1,
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np.int64(1),
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np.array([1, 2], dtype=np.int32),
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np.array([3, 4], dtype=np.uint64),
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],
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)
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def test_add_int_with_freq(self, ts, other):
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msg = "Addition/subtraction of integers and integer-arrays"
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with pytest.raises(TypeError, match=msg):
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ts + other
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with pytest.raises(TypeError, match=msg):
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other + ts
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with pytest.raises(TypeError, match=msg):
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ts - other
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msg = "unsupported operand type"
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with pytest.raises(TypeError, match=msg):
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other - ts
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@pytest.mark.parametrize("shape", [(6,), (2, 3)])
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def test_addsub_m8ndarray(self, shape):
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# GH#33296
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ts = Timestamp("2020-04-04 15:45")
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other = np.arange(6).astype("m8[h]").reshape(shape)
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result = ts + other
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ex_stamps = [ts + Timedelta(hours=n) for n in range(6)]
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expected = np.array([x.asm8 for x in ex_stamps], dtype="M8[ns]").reshape(shape)
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tm.assert_numpy_array_equal(result, expected)
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result = other + ts
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tm.assert_numpy_array_equal(result, expected)
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result = ts - other
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ex_stamps = [ts - Timedelta(hours=n) for n in range(6)]
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expected = np.array([x.asm8 for x in ex_stamps], dtype="M8[ns]").reshape(shape)
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tm.assert_numpy_array_equal(result, expected)
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msg = r"unsupported operand type\(s\) for -: 'numpy.ndarray' and 'Timestamp'"
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with pytest.raises(TypeError, match=msg):
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other - ts
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@pytest.mark.parametrize("shape", [(6,), (2, 3)])
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def test_addsub_m8ndarray_tzaware(self, shape):
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# GH#33296
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ts = Timestamp("2020-04-04 15:45", tz="US/Pacific")
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other = np.arange(6).astype("m8[h]").reshape(shape)
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result = ts + other
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ex_stamps = [ts + Timedelta(hours=n) for n in range(6)]
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expected = np.array(ex_stamps).reshape(shape)
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tm.assert_numpy_array_equal(result, expected)
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result = other + ts
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tm.assert_numpy_array_equal(result, expected)
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result = ts - other
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ex_stamps = [ts - Timedelta(hours=n) for n in range(6)]
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expected = np.array(ex_stamps).reshape(shape)
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tm.assert_numpy_array_equal(result, expected)
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msg = r"unsupported operand type\(s\) for -: 'numpy.ndarray' and 'Timestamp'"
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with pytest.raises(TypeError, match=msg):
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other - ts
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def test_subtract_different_utc_objects(self, utc_fixture, utc_fixture2):
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# GH 32619
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dt = datetime(2021, 1, 1)
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ts1 = Timestamp(dt, tz=utc_fixture)
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ts2 = Timestamp(dt, tz=utc_fixture2)
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result = ts1 - ts2
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expected = Timedelta(0)
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assert result == expected
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