import pytest from pandas import ( PeriodIndex, period_range, ) import pandas._testing as tm class TestPeriodIndex: def test_asfreq(self): pi1 = period_range(freq="A", start="1/1/2001", end="1/1/2001") pi2 = period_range(freq="Q", start="1/1/2001", end="1/1/2001") pi3 = period_range(freq="M", start="1/1/2001", end="1/1/2001") pi4 = period_range(freq="D", start="1/1/2001", end="1/1/2001") pi5 = period_range(freq="H", start="1/1/2001", end="1/1/2001 00:00") pi6 = period_range(freq="Min", start="1/1/2001", end="1/1/2001 00:00") pi7 = period_range(freq="S", start="1/1/2001", end="1/1/2001 00:00:00") assert pi1.asfreq("Q", "S") == pi2 assert pi1.asfreq("Q", "s") == pi2 assert pi1.asfreq("M", "start") == pi3 assert pi1.asfreq("D", "StarT") == pi4 assert pi1.asfreq("H", "beGIN") == pi5 assert pi1.asfreq("Min", "S") == pi6 assert pi1.asfreq("S", "S") == pi7 assert pi2.asfreq("A", "S") == pi1 assert pi2.asfreq("M", "S") == pi3 assert pi2.asfreq("D", "S") == pi4 assert pi2.asfreq("H", "S") == pi5 assert pi2.asfreq("Min", "S") == pi6 assert pi2.asfreq("S", "S") == pi7 assert pi3.asfreq("A", "S") == pi1 assert pi3.asfreq("Q", "S") == pi2 assert pi3.asfreq("D", "S") == pi4 assert pi3.asfreq("H", "S") == pi5 assert pi3.asfreq("Min", "S") == pi6 assert pi3.asfreq("S", "S") == pi7 assert pi4.asfreq("A", "S") == pi1 assert pi4.asfreq("Q", "S") == pi2 assert pi4.asfreq("M", "S") == pi3 assert pi4.asfreq("H", "S") == pi5 assert pi4.asfreq("Min", "S") == pi6 assert pi4.asfreq("S", "S") == pi7 assert pi5.asfreq("A", "S") == pi1 assert pi5.asfreq("Q", "S") == pi2 assert pi5.asfreq("M", "S") == pi3 assert pi5.asfreq("D", "S") == pi4 assert pi5.asfreq("Min", "S") == pi6 assert pi5.asfreq("S", "S") == pi7 assert pi6.asfreq("A", "S") == pi1 assert pi6.asfreq("Q", "S") == pi2 assert pi6.asfreq("M", "S") == pi3 assert pi6.asfreq("D", "S") == pi4 assert pi6.asfreq("H", "S") == pi5 assert pi6.asfreq("S", "S") == pi7 assert pi7.asfreq("A", "S") == pi1 assert pi7.asfreq("Q", "S") == pi2 assert pi7.asfreq("M", "S") == pi3 assert pi7.asfreq("D", "S") == pi4 assert pi7.asfreq("H", "S") == pi5 assert pi7.asfreq("Min", "S") == pi6 msg = "How must be one of S or E" with pytest.raises(ValueError, match=msg): pi7.asfreq("T", "foo") result1 = pi1.asfreq("3M") result2 = pi1.asfreq("M") expected = period_range(freq="M", start="2001-12", end="2001-12") tm.assert_numpy_array_equal(result1.asi8, expected.asi8) assert result1.freqstr == "3M" tm.assert_numpy_array_equal(result2.asi8, expected.asi8) assert result2.freqstr == "M" def test_asfreq_nat(self): idx = PeriodIndex(["2011-01", "2011-02", "NaT", "2011-04"], freq="M") result = idx.asfreq(freq="Q") expected = PeriodIndex(["2011Q1", "2011Q1", "NaT", "2011Q2"], freq="Q") tm.assert_index_equal(result, expected) @pytest.mark.parametrize("freq", ["D", "3D"]) def test_asfreq_mult_pi(self, freq): pi = PeriodIndex(["2001-01", "2001-02", "NaT", "2001-03"], freq="2M") result = pi.asfreq(freq) exp = PeriodIndex(["2001-02-28", "2001-03-31", "NaT", "2001-04-30"], freq=freq) tm.assert_index_equal(result, exp) assert result.freq == exp.freq result = pi.asfreq(freq, how="S") exp = PeriodIndex(["2001-01-01", "2001-02-01", "NaT", "2001-03-01"], freq=freq) tm.assert_index_equal(result, exp) assert result.freq == exp.freq def test_asfreq_combined_pi(self): pi = PeriodIndex(["2001-01-01 00:00", "2001-01-02 02:00", "NaT"], freq="H") exp = PeriodIndex(["2001-01-01 00:00", "2001-01-02 02:00", "NaT"], freq="25H") for freq, how in zip(["1D1H", "1H1D"], ["S", "E"]): result = pi.asfreq(freq, how=how) tm.assert_index_equal(result, exp) assert result.freq == exp.freq for freq in ["1D1H", "1H1D"]: pi = PeriodIndex(["2001-01-01 00:00", "2001-01-02 02:00", "NaT"], freq=freq) result = pi.asfreq("H") exp = PeriodIndex(["2001-01-02 00:00", "2001-01-03 02:00", "NaT"], freq="H") tm.assert_index_equal(result, exp) assert result.freq == exp.freq pi = PeriodIndex(["2001-01-01 00:00", "2001-01-02 02:00", "NaT"], freq=freq) result = pi.asfreq("H", how="S") exp = PeriodIndex(["2001-01-01 00:00", "2001-01-02 02:00", "NaT"], freq="H") tm.assert_index_equal(result, exp) assert result.freq == exp.freq def test_astype_asfreq(self): pi1 = PeriodIndex(["2011-01-01", "2011-02-01", "2011-03-01"], freq="D") exp = PeriodIndex(["2011-01", "2011-02", "2011-03"], freq="M") tm.assert_index_equal(pi1.asfreq("M"), exp) tm.assert_index_equal(pi1.astype("period[M]"), exp) exp = PeriodIndex(["2011-01", "2011-02", "2011-03"], freq="3M") tm.assert_index_equal(pi1.asfreq("3M"), exp) tm.assert_index_equal(pi1.astype("period[3M]"), exp)