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test_constructors.py
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from datetime import timedelta
import numpy as np
import pytest
from pandas import Timedelta, offsets, to_timedelta
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 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)
with pytest.raises(ValueError):
Timedelta("-10 days -1 h 1.5m 1s 3us")
# only leading neg signs are allowed
with pytest.raises(ValueError):
Timedelta("10 days -1 h 1.5m 1s 3us")
# no units specified
with pytest.raises(ValueError):
Timedelta("3.1415")
# invalid construction
with pytest.raises(ValueError, match="cannot construct a Timedelta"):
Timedelta()
with pytest.raises(ValueError, match="unit abbreviation w/o a number"):
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")
with pytest.raises(ValueError):
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
# str does not normally display nanos
if not td.nanoseconds:
assert Timedelta(str(td)) == td
assert Timedelta(td._repr_base(format="all")) == td
def test_overflow_on_construction():
# GH#3374
value = Timedelta("1day").value * 20169940
with pytest.raises(OverflowError):
Timedelta(value)
# xref GH#17637
with pytest.raises(OverflowError):
Timedelta(7 * 19999, unit="D")
with pytest.raises(OverflowError):
Timedelta(timedelta(days=13 * 19999))
@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)),
],
)
def test_iso_constructor(fmt, exp):
assert Timedelta(fmt) == exp
@pytest.mark.parametrize(
"fmt",
[
"PPPPPPPPPPPP",
"PDTHMS",
"P0DT999H999M999S",
"P1DT0H0M0.0000000000000S",
"P1DT0H0M00000000000S",
"P1DT0H0M0.S",
],
)
def test_iso_constructor_raises(fmt):
msg = "Invalid ISO 8601 Duration format - {}".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():
with pytest.raises(TypeError):
Timedelta(nanoseconds="abc")