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