from datetime import timedelta from itertools import product import numpy as np import pytest from pandas._libs.tslibs import OutOfBoundsTimedelta from pandas._libs.tslibs.dtypes import NpyDatetimeUnit from pandas import ( NaT, Timedelta, offsets, to_timedelta, ) def test_construct_with_weeks_unit_overflow(): # GH#47268 don't silently wrap around with pytest.raises(OutOfBoundsTimedelta, match="without overflow"): Timedelta(1000000000000000000, unit="W") with pytest.raises(OutOfBoundsTimedelta, match="without overflow"): Timedelta(1000000000000000000.0, unit="W") def test_construct_from_td64_with_unit(): # ignore the unit, as it may cause silently overflows leading to incorrect # results, and in non-overflow cases is irrelevant GH#46827 obj = np.timedelta64(123456789000000000, "h") with pytest.raises(OutOfBoundsTimedelta, match="123456789000000000 hours"): Timedelta(obj, unit="ps") with pytest.raises(OutOfBoundsTimedelta, match="123456789000000000 hours"): Timedelta(obj, unit="ns") with pytest.raises(OutOfBoundsTimedelta, match="123456789000000000 hours"): Timedelta(obj) def test_from_td64_retain_resolution(): # case where we retain millisecond resolution obj = np.timedelta64(12345, "ms") td = Timedelta(obj) assert td._value == obj.view("i8") assert td._creso == NpyDatetimeUnit.NPY_FR_ms.value # Case where we cast to nearest-supported reso obj2 = np.timedelta64(1234, "D") td2 = Timedelta(obj2) assert td2._creso == NpyDatetimeUnit.NPY_FR_s.value assert td2 == obj2 assert td2.days == 1234 # Case that _would_ overflow if we didn't support non-nano obj3 = np.timedelta64(1000000000000000000, "us") td3 = Timedelta(obj3) assert td3.total_seconds() == 1000000000000 assert td3._creso == NpyDatetimeUnit.NPY_FR_us.value def test_from_pytimedelta_us_reso(): # pytimedelta has microsecond resolution, so Timedelta(pytd) inherits that td = timedelta(days=4, minutes=3) result = Timedelta(td) assert result.to_pytimedelta() == td assert result._creso == NpyDatetimeUnit.NPY_FR_us.value def test_from_tick_reso(): tick = offsets.Nano() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_ns.value tick = offsets.Micro() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_us.value tick = offsets.Milli() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_ms.value tick = offsets.Second() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_s.value # everything above Second gets cast to the closest supported reso: second tick = offsets.Minute() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_s.value tick = offsets.Hour() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_s.value tick = offsets.Day() assert Timedelta(tick)._creso == NpyDatetimeUnit.NPY_FR_s.value def test_construction(): expected = np.timedelta64(10, "D").astype("m8[ns]").view("i8") assert Timedelta(10, unit="d")._value == expected assert Timedelta(10.0, unit="d")._value == expected assert Timedelta("10 days")._value == expected assert Timedelta(days=10)._value == expected assert Timedelta(days=10.0)._value == expected expected += np.timedelta64(10, "s").astype("m8[ns]").view("i8") assert Timedelta("10 days 00:00:10")._value == expected assert Timedelta(days=10, seconds=10)._value == expected assert Timedelta(days=10, milliseconds=10 * 1000)._value == expected assert Timedelta(days=10, microseconds=10 * 1000 * 1000)._value == expected # rounding cases assert Timedelta(82739999850000)._value == 82739999850000 assert "0 days 22:58:59.999850" in str(Timedelta(82739999850000)) assert Timedelta(123072001000000)._value == 123072001000000 assert "1 days 10:11:12.001" in str(Timedelta(123072001000000)) # string conversion with/without leading zero # GH#9570 assert Timedelta("0:00:00") == timedelta(hours=0) assert Timedelta("00:00:00") == timedelta(hours=0) assert Timedelta("-1:00:00") == -timedelta(hours=1) assert Timedelta("-01:00:00") == -timedelta(hours=1) # more strings & abbrevs # GH#8190 assert Timedelta("1 h") == timedelta(hours=1) assert Timedelta("1 hour") == timedelta(hours=1) assert Timedelta("1 hr") == timedelta(hours=1) assert Timedelta("1 hours") == timedelta(hours=1) assert Timedelta("-1 hours") == -timedelta(hours=1) assert Timedelta("1 m") == timedelta(minutes=1) assert Timedelta("1.5 m") == timedelta(seconds=90) assert Timedelta("1 minute") == timedelta(minutes=1) assert Timedelta("1 minutes") == timedelta(minutes=1) assert Timedelta("1 s") == timedelta(seconds=1) assert Timedelta("1 second") == timedelta(seconds=1) assert Timedelta("1 seconds") == timedelta(seconds=1) assert Timedelta("1 ms") == timedelta(milliseconds=1) assert Timedelta("1 milli") == timedelta(milliseconds=1) assert Timedelta("1 millisecond") == timedelta(milliseconds=1) assert Timedelta("1 us") == timedelta(microseconds=1) assert Timedelta("1 µs") == timedelta(microseconds=1) assert Timedelta("1 micros") == timedelta(microseconds=1) assert Timedelta("1 microsecond") == timedelta(microseconds=1) assert Timedelta("1.5 microsecond") == Timedelta("00:00:00.000001500") assert Timedelta("1 ns") == Timedelta("00:00:00.000000001") assert Timedelta("1 nano") == Timedelta("00:00:00.000000001") assert Timedelta("1 nanosecond") == Timedelta("00:00:00.000000001") # combos assert Timedelta("10 days 1 hour") == timedelta(days=10, hours=1) assert Timedelta("10 days 1 h") == timedelta(days=10, hours=1) assert Timedelta("10 days 1 h 1m 1s") == timedelta( days=10, hours=1, minutes=1, seconds=1 ) assert Timedelta("-10 days 1 h 1m 1s") == -timedelta( days=10, hours=1, minutes=1, seconds=1 ) assert Timedelta("-10 days 1 h 1m 1s") == -timedelta( days=10, hours=1, minutes=1, seconds=1 ) assert Timedelta("-10 days 1 h 1m 1s 3us") == -timedelta( days=10, hours=1, minutes=1, seconds=1, microseconds=3 ) assert Timedelta("-10 days 1 h 1.5m 1s 3us") == -timedelta( days=10, hours=1, minutes=1, seconds=31, microseconds=3 ) # Currently invalid as it has a - on the hh:mm:dd part # (only allowed on the days) msg = "only leading negative signs are allowed" with pytest.raises(ValueError, match=msg): Timedelta("-10 days -1 h 1.5m 1s 3us") # only leading neg signs are allowed with pytest.raises(ValueError, match=msg): Timedelta("10 days -1 h 1.5m 1s 3us") # no units specified msg = "no units specified" with pytest.raises(ValueError, match=msg): Timedelta("3.1415") # invalid construction msg = "cannot construct a Timedelta" with pytest.raises(ValueError, match=msg): Timedelta() msg = "unit abbreviation w/o a number" with pytest.raises(ValueError, match=msg): Timedelta("foo") msg = ( "cannot construct a Timedelta from " "the passed arguments, allowed keywords are " ) with pytest.raises(ValueError, match=msg): Timedelta(day=10) # floats expected = np.timedelta64(10, "s").astype("m8[ns]").view("i8") + np.timedelta64( 500, "ms" ).astype("m8[ns]").view("i8") assert Timedelta(10.5, unit="s")._value == expected # offset assert to_timedelta(offsets.Hour(2)) == Timedelta(hours=2) assert Timedelta(offsets.Hour(2)) == Timedelta(hours=2) assert Timedelta(offsets.Second(2)) == Timedelta(seconds=2) # GH#11995: unicode expected = Timedelta("1H") result = Timedelta("1H") assert result == expected assert to_timedelta(offsets.Hour(2)) == Timedelta("0 days, 02:00:00") msg = "unit abbreviation w/o a number" with pytest.raises(ValueError, match=msg): Timedelta("foo bar") @pytest.mark.parametrize( "item", list( { "days": "D", "seconds": "s", "microseconds": "us", "milliseconds": "ms", "minutes": "m", "hours": "h", "weeks": "W", }.items() ), ) @pytest.mark.parametrize( "npdtype", [np.int64, np.int32, np.int16, np.float64, np.float32, np.float16] ) def test_td_construction_with_np_dtypes(npdtype, item): # GH#8757: test construction with np dtypes pykwarg, npkwarg = item expected = np.timedelta64(1, npkwarg).astype("m8[ns]").view("i8") assert Timedelta(**{pykwarg: npdtype(1)})._value == expected @pytest.mark.parametrize( "val", [ "1s", "-1s", "1us", "-1us", "1 day", "-1 day", "-23:59:59.999999", "-1 days +23:59:59.999999", "-1ns", "1ns", "-23:59:59.999999999", ], ) def test_td_from_repr_roundtrip(val): # round-trip both for string and value td = Timedelta(val) assert Timedelta(td._value) == td assert Timedelta(str(td)) == td assert Timedelta(td._repr_base(format="all")) == td assert Timedelta(td._repr_base()) == td def test_overflow_on_construction(): # GH#3374 value = Timedelta("1day")._value * 20169940 msg = "Cannot cast 1742682816000000000000 from ns to 'ns' without overflow" with pytest.raises(OutOfBoundsTimedelta, match=msg): Timedelta(value) # xref GH#17637 msg = "Cannot cast 139993 from D to 'ns' without overflow" with pytest.raises(OutOfBoundsTimedelta, match=msg): Timedelta(7 * 19999, unit="D") # used to overflow before non-ns support td = Timedelta(timedelta(days=13 * 19999)) assert td._creso == NpyDatetimeUnit.NPY_FR_us.value assert td.days == 13 * 19999 @pytest.mark.parametrize( "val, unit", [ (3508, "M"), (15251, "W"), # 1 (106752, "D"), # change from previous: (2562048, "h"), # 0 hours (153722868, "m"), # 13 minutes (9223372037, "s"), # 44 seconds ], ) def test_construction_out_of_bounds_td64ns(val, unit): # TODO: parametrize over units just above/below the implementation bounds # once GH#38964 is resolved # Timedelta.max is just under 106752 days td64 = np.timedelta64(val, unit) assert td64.astype("m8[ns]").view("i8") < 0 # i.e. naive astype will be wrong td = Timedelta(td64) if unit != "M": # with unit="M" the conversion to "s" is poorly defined # (and numpy issues DeprecationWarning) assert td.asm8 == td64 assert td.asm8.dtype == "m8[s]" msg = r"Cannot cast 1067\d\d days .* to unit='ns' without overflow" with pytest.raises(OutOfBoundsTimedelta, match=msg): td.as_unit("ns") # But just back in bounds and we are OK assert Timedelta(td64 - 1) == td64 - 1 td64 *= -1 assert td64.astype("m8[ns]").view("i8") > 0 # i.e. naive astype will be wrong td2 = Timedelta(td64) msg = r"Cannot cast -1067\d\d days .* to unit='ns' without overflow" with pytest.raises(OutOfBoundsTimedelta, match=msg): td2.as_unit("ns") # But just back in bounds and we are OK assert Timedelta(td64 + 1) == td64 + 1 @pytest.mark.parametrize( "val, unit", [ (3508 * 10**9, "M"), (15251 * 10**9, "W"), (106752 * 10**9, "D"), (2562048 * 10**9, "h"), (153722868 * 10**9, "m"), ], ) def test_construction_out_of_bounds_td64s(val, unit): td64 = np.timedelta64(val, unit) with pytest.raises(OutOfBoundsTimedelta, match=str(td64)): Timedelta(td64) # But just back in bounds and we are OK assert Timedelta(td64 - 10**9) == td64 - 10**9 @pytest.mark.parametrize( "fmt,exp", [ ( "P6DT0H50M3.010010012S", Timedelta( days=6, minutes=50, seconds=3, milliseconds=10, microseconds=10, nanoseconds=12, ), ), ( "P-6DT0H50M3.010010012S", Timedelta( days=-6, minutes=50, seconds=3, milliseconds=10, microseconds=10, nanoseconds=12, ), ), ("P4DT12H30M5S", Timedelta(days=4, hours=12, minutes=30, seconds=5)), ("P0DT0H0M0.000000123S", Timedelta(nanoseconds=123)), ("P0DT0H0M0.00001S", Timedelta(microseconds=10)), ("P0DT0H0M0.001S", Timedelta(milliseconds=1)), ("P0DT0H1M0S", Timedelta(minutes=1)), ("P1DT25H61M61S", Timedelta(days=1, hours=25, minutes=61, seconds=61)), ("PT1S", Timedelta(seconds=1)), ("PT0S", Timedelta(seconds=0)), ("P1WT0S", Timedelta(days=7, seconds=0)), ("P1D", Timedelta(days=1)), ("P1DT1H", Timedelta(days=1, hours=1)), ("P1W", Timedelta(days=7)), ("PT300S", Timedelta(seconds=300)), ("P1DT0H0M00000000000S", Timedelta(days=1)), ("PT-6H3M", Timedelta(hours=-6, minutes=3)), ("-PT6H3M", Timedelta(hours=-6, minutes=-3)), ("-PT-6H+3M", Timedelta(hours=6, minutes=-3)), ], ) def test_iso_constructor(fmt, exp): assert Timedelta(fmt) == exp @pytest.mark.parametrize( "fmt", [ "PPPPPPPPPPPP", "PDTHMS", "P0DT999H999M999S", "P1DT0H0M0.0000000000000S", "P1DT0H0M0.S", "P", "-P", ], ) def test_iso_constructor_raises(fmt): msg = f"Invalid ISO 8601 Duration format - {fmt}" with pytest.raises(ValueError, match=msg): Timedelta(fmt) @pytest.mark.parametrize( "constructed_td, conversion", [ (Timedelta(nanoseconds=100), "100ns"), ( Timedelta( days=1, hours=1, minutes=1, weeks=1, seconds=1, milliseconds=1, microseconds=1, nanoseconds=1, ), 694861001001001, ), (Timedelta(microseconds=1) + Timedelta(nanoseconds=1), "1us1ns"), (Timedelta(microseconds=1) - Timedelta(nanoseconds=1), "999ns"), (Timedelta(microseconds=1) + 5 * Timedelta(nanoseconds=-2), "990ns"), ], ) def test_td_constructor_on_nanoseconds(constructed_td, conversion): # GH#9273 assert constructed_td == Timedelta(conversion) def test_td_constructor_value_error(): msg = "Invalid type . Must be int or float." with pytest.raises(TypeError, match=msg): Timedelta(nanoseconds="abc") def test_timedelta_constructor_identity(): # Test for #30543 expected = Timedelta(np.timedelta64(1, "s")) result = Timedelta(expected) assert result is expected def test_timedelta_pass_td_and_kwargs_raises(): # don't silently ignore the kwargs GH#48898 td = Timedelta(days=1) msg = ( "Cannot pass both a Timedelta input and timedelta keyword arguments, " r"got \['days'\]" ) with pytest.raises(ValueError, match=msg): Timedelta(td, days=2) @pytest.mark.parametrize( "constructor, value, unit, expectation", [ (Timedelta, "10s", "ms", (ValueError, "unit must not be specified")), (to_timedelta, "10s", "ms", (ValueError, "unit must not be specified")), (to_timedelta, ["1", 2, 3], "s", (ValueError, "unit must not be specified")), ], ) def test_string_with_unit(constructor, value, unit, expectation): exp, match = expectation with pytest.raises(exp, match=match): _ = constructor(value, unit=unit) @pytest.mark.parametrize( "value", [ "".join(elements) for repetition in (1, 2) for elements in product("+-, ", repeat=repetition) ], ) def test_string_without_numbers(value): # GH39710 Timedelta input string with only symbols and no digits raises an error msg = ( "symbols w/o a number" if value != "--" else "only leading negative signs are allowed" ) with pytest.raises(ValueError, match=msg): Timedelta(value) def test_timedelta_new_npnat(): # GH#48898 nat = np.timedelta64("NaT", "h") assert Timedelta(nat) is NaT def test_subclass_respected(): # GH#49579 class MyCustomTimedelta(Timedelta): pass td = MyCustomTimedelta("1 minute") assert isinstance(td, MyCustomTimedelta) def test_non_nano_value(): # https://github.com/pandas-dev/pandas/issues/49076 result = Timedelta(10, unit="D").as_unit("s").value # `.value` shows nanoseconds, even though unit is 's' assert result == 864000000000000 # out-of-nanoseconds-bounds `.value` raises informative message msg = ( r"Cannot convert Timedelta to nanoseconds without overflow. " r"Use `.asm8.view\('i8'\)` to cast represent Timedelta in its " r"own unit \(here, s\).$" ) td = Timedelta(1_000, "D").as_unit("s") * 1_000 with pytest.raises(OverflowError, match=msg): td.value # check that the suggested workaround actually works result = td.asm8.view("i8") assert result == 86400000000