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- import numpy as np
- import pytest
- from pandas import (
- Timedelta,
- timedelta_range,
- to_timedelta,
- )
- import pandas._testing as tm
- from pandas.tseries.offsets import (
- Day,
- Second,
- )
- class TestTimedeltas:
- def test_timedelta_range_unit(self):
- # GH#49824
- tdi = timedelta_range("0 Days", periods=10, freq="100000D", unit="s")
- exp_arr = (np.arange(10, dtype="i8") * 100_000).view("m8[D]").astype("m8[s]")
- tm.assert_numpy_array_equal(tdi.to_numpy(), exp_arr)
- def test_timedelta_range(self):
- expected = to_timedelta(np.arange(5), unit="D")
- result = timedelta_range("0 days", periods=5, freq="D")
- tm.assert_index_equal(result, expected)
- expected = to_timedelta(np.arange(11), unit="D")
- result = timedelta_range("0 days", "10 days", freq="D")
- tm.assert_index_equal(result, expected)
- expected = to_timedelta(np.arange(5), unit="D") + Second(2) + Day()
- result = timedelta_range("1 days, 00:00:02", "5 days, 00:00:02", freq="D")
- tm.assert_index_equal(result, expected)
- expected = to_timedelta([1, 3, 5, 7, 9], unit="D") + Second(2)
- result = timedelta_range("1 days, 00:00:02", periods=5, freq="2D")
- tm.assert_index_equal(result, expected)
- expected = to_timedelta(np.arange(50), unit="T") * 30
- result = timedelta_range("0 days", freq="30T", periods=50)
- tm.assert_index_equal(result, expected)
- @pytest.mark.parametrize(
- "periods, freq", [(3, "2D"), (5, "D"), (6, "19H12T"), (7, "16H"), (9, "12H")]
- )
- def test_linspace_behavior(self, periods, freq):
- # GH 20976
- result = timedelta_range(start="0 days", end="4 days", periods=periods)
- expected = timedelta_range(start="0 days", end="4 days", freq=freq)
- tm.assert_index_equal(result, expected)
- def test_errors(self):
- # not enough params
- msg = (
- "Of the four parameters: start, end, periods, and freq, "
- "exactly three must be specified"
- )
- with pytest.raises(ValueError, match=msg):
- timedelta_range(start="0 days")
- with pytest.raises(ValueError, match=msg):
- timedelta_range(end="5 days")
- with pytest.raises(ValueError, match=msg):
- timedelta_range(periods=2)
- with pytest.raises(ValueError, match=msg):
- timedelta_range()
- # too many params
- with pytest.raises(ValueError, match=msg):
- timedelta_range(start="0 days", end="5 days", periods=10, freq="H")
- @pytest.mark.parametrize(
- "start, end, freq, expected_periods",
- [
- ("1D", "10D", "2D", (10 - 1) // 2 + 1),
- ("2D", "30D", "3D", (30 - 2) // 3 + 1),
- ("2s", "50s", "5s", (50 - 2) // 5 + 1),
- # tests that worked before GH 33498:
- ("4D", "16D", "3D", (16 - 4) // 3 + 1),
- ("8D", "16D", "40s", (16 * 3600 * 24 - 8 * 3600 * 24) // 40 + 1),
- ],
- )
- def test_timedelta_range_freq_divide_end(self, start, end, freq, expected_periods):
- # GH 33498 only the cases where `(end % freq) == 0` used to fail
- res = timedelta_range(start=start, end=end, freq=freq)
- assert Timedelta(start) == res[0]
- assert Timedelta(end) >= res[-1]
- assert len(res) == expected_periods
- def test_timedelta_range_infer_freq(self):
- # https://github.com/pandas-dev/pandas/issues/35897
- result = timedelta_range("0s", "1s", periods=31)
- assert result.freq is None
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