|
| 1 | +# -*- coding: utf-8 -*- |
| 2 | +from datetime import timedelta |
| 3 | + |
| 4 | +import pytest |
| 5 | +import numpy as np |
| 6 | + |
| 7 | +import pandas as pd |
| 8 | +import pandas.util.testing as tm |
| 9 | +from pandas import Timedelta |
| 10 | + |
| 11 | + |
| 12 | +def test_construction(): |
| 13 | + expected = np.timedelta64(10, 'D').astype('m8[ns]').view('i8') |
| 14 | + assert Timedelta(10, unit='d').value == expected |
| 15 | + assert Timedelta(10.0, unit='d').value == expected |
| 16 | + assert Timedelta('10 days').value == expected |
| 17 | + assert Timedelta(days=10).value == expected |
| 18 | + assert Timedelta(days=10.0).value == expected |
| 19 | + |
| 20 | + expected += np.timedelta64(10, 's').astype('m8[ns]').view('i8') |
| 21 | + assert Timedelta('10 days 00:00:10').value == expected |
| 22 | + assert Timedelta(days=10, seconds=10).value == expected |
| 23 | + assert Timedelta(days=10, milliseconds=10 * 1000).value == expected |
| 24 | + assert Timedelta(days=10, |
| 25 | + microseconds=10 * 1000 * 1000).value == expected |
| 26 | + |
| 27 | + # rounding cases |
| 28 | + assert Timedelta(82739999850000).value == 82739999850000 |
| 29 | + assert ('0 days 22:58:59.999850' in str(Timedelta(82739999850000))) |
| 30 | + assert Timedelta(123072001000000).value == 123072001000000 |
| 31 | + assert ('1 days 10:11:12.001' in str(Timedelta(123072001000000))) |
| 32 | + |
| 33 | + # string conversion with/without leading zero |
| 34 | + # GH#9570 |
| 35 | + assert Timedelta('0:00:00') == timedelta(hours=0) |
| 36 | + assert Timedelta('00:00:00') == timedelta(hours=0) |
| 37 | + assert Timedelta('-1:00:00') == -timedelta(hours=1) |
| 38 | + assert Timedelta('-01:00:00') == -timedelta(hours=1) |
| 39 | + |
| 40 | + # more strings & abbrevs |
| 41 | + # GH#8190 |
| 42 | + assert Timedelta('1 h') == timedelta(hours=1) |
| 43 | + assert Timedelta('1 hour') == timedelta(hours=1) |
| 44 | + assert Timedelta('1 hr') == timedelta(hours=1) |
| 45 | + assert Timedelta('1 hours') == timedelta(hours=1) |
| 46 | + assert Timedelta('-1 hours') == -timedelta(hours=1) |
| 47 | + assert Timedelta('1 m') == timedelta(minutes=1) |
| 48 | + assert Timedelta('1.5 m') == timedelta(seconds=90) |
| 49 | + assert Timedelta('1 minute') == timedelta(minutes=1) |
| 50 | + assert Timedelta('1 minutes') == timedelta(minutes=1) |
| 51 | + assert Timedelta('1 s') == timedelta(seconds=1) |
| 52 | + assert Timedelta('1 second') == timedelta(seconds=1) |
| 53 | + assert Timedelta('1 seconds') == timedelta(seconds=1) |
| 54 | + assert Timedelta('1 ms') == timedelta(milliseconds=1) |
| 55 | + assert Timedelta('1 milli') == timedelta(milliseconds=1) |
| 56 | + assert Timedelta('1 millisecond') == timedelta(milliseconds=1) |
| 57 | + assert Timedelta('1 us') == timedelta(microseconds=1) |
| 58 | + assert Timedelta('1 micros') == timedelta(microseconds=1) |
| 59 | + assert Timedelta('1 microsecond') == timedelta(microseconds=1) |
| 60 | + assert Timedelta('1.5 microsecond') == Timedelta('00:00:00.000001500') |
| 61 | + assert Timedelta('1 ns') == Timedelta('00:00:00.000000001') |
| 62 | + assert Timedelta('1 nano') == Timedelta('00:00:00.000000001') |
| 63 | + assert Timedelta('1 nanosecond') == Timedelta('00:00:00.000000001') |
| 64 | + |
| 65 | + # combos |
| 66 | + assert Timedelta('10 days 1 hour') == timedelta(days=10, hours=1) |
| 67 | + assert Timedelta('10 days 1 h') == timedelta(days=10, hours=1) |
| 68 | + assert Timedelta('10 days 1 h 1m 1s') == timedelta( |
| 69 | + days=10, hours=1, minutes=1, seconds=1) |
| 70 | + assert Timedelta('-10 days 1 h 1m 1s') == -timedelta( |
| 71 | + days=10, hours=1, minutes=1, seconds=1) |
| 72 | + assert Timedelta('-10 days 1 h 1m 1s') == -timedelta( |
| 73 | + days=10, hours=1, minutes=1, seconds=1) |
| 74 | + assert Timedelta('-10 days 1 h 1m 1s 3us') == -timedelta( |
| 75 | + days=10, hours=1, minutes=1, seconds=1, microseconds=3) |
| 76 | + assert Timedelta('-10 days 1 h 1.5m 1s 3us') == -timedelta( |
| 77 | + days=10, hours=1, minutes=1, seconds=31, microseconds=3) |
| 78 | + |
| 79 | + # Currently invalid as it has a - on the hh:mm:dd part |
| 80 | + # (only allowed on the days) |
| 81 | + with pytest.raises(ValueError): |
| 82 | + Timedelta('-10 days -1 h 1.5m 1s 3us') |
| 83 | + |
| 84 | + # only leading neg signs are allowed |
| 85 | + with pytest.raises(ValueError): |
| 86 | + Timedelta('10 days -1 h 1.5m 1s 3us') |
| 87 | + |
| 88 | + # no units specified |
| 89 | + with pytest.raises(ValueError): |
| 90 | + Timedelta('3.1415') |
| 91 | + |
| 92 | + # invalid construction |
| 93 | + tm.assert_raises_regex(ValueError, "cannot construct a Timedelta", |
| 94 | + lambda: Timedelta()) |
| 95 | + tm.assert_raises_regex(ValueError, |
| 96 | + "unit abbreviation w/o a number", |
| 97 | + lambda: Timedelta('foo')) |
| 98 | + tm.assert_raises_regex(ValueError, |
| 99 | + "cannot construct a Timedelta from the " |
| 100 | + "passed arguments, allowed keywords are ", |
| 101 | + lambda: Timedelta(day=10)) |
| 102 | + |
| 103 | + # floats |
| 104 | + expected = np.timedelta64( |
| 105 | + 10, 's').astype('m8[ns]').view('i8') + np.timedelta64( |
| 106 | + 500, 'ms').astype('m8[ns]').view('i8') |
| 107 | + assert Timedelta(10.5, unit='s').value == expected |
| 108 | + |
| 109 | + # offset |
| 110 | + assert pd.to_timedelta(pd.offsets.Hour(2)) == Timedelta(hours=2) |
| 111 | + assert Timedelta(pd.offsets.Hour(2)) == Timedelta(hours=2) |
| 112 | + assert Timedelta(pd.offsets.Second(2)) == Timedelta(seconds=2) |
| 113 | + |
| 114 | + # GH#11995: unicode |
| 115 | + expected = Timedelta('1H') |
| 116 | + result = pd.Timedelta(u'1H') |
| 117 | + assert result == expected |
| 118 | + assert (pd.to_timedelta(pd.offsets.Hour(2)) == |
| 119 | + Timedelta(u'0 days, 02:00:00')) |
| 120 | + |
| 121 | + with pytest.raises(ValueError): |
| 122 | + Timedelta(u'foo bar') |
| 123 | + |
| 124 | + |
| 125 | +@pytest.mark.parametrize('item', list({'days': 'D', |
| 126 | + 'seconds': 's', |
| 127 | + 'microseconds': 'us', |
| 128 | + 'milliseconds': 'ms', |
| 129 | + 'minutes': 'm', |
| 130 | + 'hours': 'h', |
| 131 | + 'weeks': 'W'}.items())) |
| 132 | +@pytest.mark.parametrize('npdtype', [np.int64, np.int32, np.int16, |
| 133 | + np.float64, np.float32, np.float16]) |
| 134 | +def test_td_construction_with_np_dtypes(npdtype, item): |
| 135 | + # GH#8757: test construction with np dtypes |
| 136 | + pykwarg, npkwarg = item |
| 137 | + expected = np.timedelta64(1, npkwarg).astype('m8[ns]').view('i8') |
| 138 | + assert Timedelta(**{pykwarg: npdtype(1)}).value == expected |
| 139 | + |
| 140 | + |
| 141 | +@pytest.mark.parametrize('val', [ |
| 142 | + '1s', '-1s', '1us', '-1us', '1 day', '-1 day', |
| 143 | + '-23:59:59.999999', '-1 days +23:59:59.999999', '-1ns', |
| 144 | + '1ns', '-23:59:59.999999999']) |
| 145 | +def test_td_from_repr_roundtrip(val): |
| 146 | + # round-trip both for string and value |
| 147 | + td = Timedelta(val) |
| 148 | + assert Timedelta(td.value) == td |
| 149 | + |
| 150 | + # str does not normally display nanos |
| 151 | + if not td.nanoseconds: |
| 152 | + assert Timedelta(str(td)) == td |
| 153 | + assert Timedelta(td._repr_base(format='all')) == td |
| 154 | + |
| 155 | + |
| 156 | +def test_overflow_on_construction(): |
| 157 | + # xref https://github.com/statsmodels/statsmodels/issues/3374 |
| 158 | + value = pd.Timedelta('1day').value * 20169940 |
| 159 | + with pytest.raises(OverflowError): |
| 160 | + pd.Timedelta(value) |
| 161 | + |
| 162 | + # xref GH#17637 |
| 163 | + with pytest.raises(OverflowError): |
| 164 | + pd.Timedelta(7 * 19999, unit='D') |
| 165 | + |
| 166 | + with pytest.raises(OverflowError): |
| 167 | + pd.Timedelta(timedelta(days=13 * 19999)) |
| 168 | + |
| 169 | + |
| 170 | +@pytest.mark.parametrize('fmt,exp', [ |
| 171 | + ('P6DT0H50M3.010010012S', Timedelta(days=6, minutes=50, seconds=3, |
| 172 | + milliseconds=10, microseconds=10, |
| 173 | + nanoseconds=12)), |
| 174 | + ('P-6DT0H50M3.010010012S', Timedelta(days=-6, minutes=50, seconds=3, |
| 175 | + milliseconds=10, microseconds=10, |
| 176 | + nanoseconds=12)), |
| 177 | + ('P4DT12H30M5S', Timedelta(days=4, hours=12, minutes=30, seconds=5)), |
| 178 | + ('P0DT0H0M0.000000123S', Timedelta(nanoseconds=123)), |
| 179 | + ('P0DT0H0M0.00001S', Timedelta(microseconds=10)), |
| 180 | + ('P0DT0H0M0.001S', Timedelta(milliseconds=1)), |
| 181 | + ('P0DT0H1M0S', Timedelta(minutes=1)), |
| 182 | + ('P1DT25H61M61S', Timedelta(days=1, hours=25, minutes=61, seconds=61)) |
| 183 | +]) |
| 184 | +def test_iso_constructor(fmt, exp): |
| 185 | + assert Timedelta(fmt) == exp |
| 186 | + |
| 187 | + |
| 188 | +@pytest.mark.parametrize('fmt', [ |
| 189 | + 'PPPPPPPPPPPP', 'PDTHMS', 'P0DT999H999M999S', |
| 190 | + 'P1DT0H0M0.0000000000000S', 'P1DT0H0M00000000000S', |
| 191 | + 'P1DT0H0M0.S']) |
| 192 | +def test_iso_constructor_raises(fmt): |
| 193 | + with tm.assert_raises_regex(ValueError, 'Invalid ISO 8601 Duration ' |
| 194 | + 'format - {}'.format(fmt)): |
| 195 | + Timedelta(fmt) |
| 196 | + |
| 197 | + |
| 198 | +def test_td_constructor_on_nanoseconds(): |
| 199 | + # GH#9273 |
| 200 | + result = Timedelta(nanoseconds=100) |
| 201 | + expected = Timedelta('100ns') |
| 202 | + assert result == expected |
| 203 | + |
| 204 | + result = Timedelta(days=1, hours=1, minutes=1, weeks=1, seconds=1, |
| 205 | + milliseconds=1, microseconds=1, nanoseconds=1) |
| 206 | + expected = Timedelta(694861001001001) |
| 207 | + assert result == expected |
| 208 | + |
| 209 | + result = Timedelta(microseconds=1) + Timedelta(nanoseconds=1) |
| 210 | + expected = Timedelta('1us1ns') |
| 211 | + assert result == expected |
| 212 | + |
| 213 | + result = Timedelta(microseconds=1) - Timedelta(nanoseconds=1) |
| 214 | + expected = Timedelta('999ns') |
| 215 | + assert result == expected |
| 216 | + |
| 217 | + result = Timedelta(microseconds=1) + 5 * Timedelta(nanoseconds=-2) |
| 218 | + expected = Timedelta('990ns') |
| 219 | + assert result == expected |
| 220 | + |
| 221 | + with pytest.raises(TypeError): |
| 222 | + Timedelta(nanoseconds='abc') |
0 commit comments