|
| 1 | +import numpy as np |
| 2 | + |
| 3 | +import pandas as pd |
| 4 | +from pandas.util import testing as tm |
| 5 | +from pandas import PeriodIndex, Series, DataFrame |
| 6 | + |
| 7 | + |
| 8 | +class TestPeriodIndex(tm.TestCase): |
| 9 | + |
| 10 | + def setUp(self): |
| 11 | + pass |
| 12 | + |
| 13 | + def test_asfreq(self): |
| 14 | + pi1 = PeriodIndex(freq='A', start='1/1/2001', end='1/1/2001') |
| 15 | + pi2 = PeriodIndex(freq='Q', start='1/1/2001', end='1/1/2001') |
| 16 | + pi3 = PeriodIndex(freq='M', start='1/1/2001', end='1/1/2001') |
| 17 | + pi4 = PeriodIndex(freq='D', start='1/1/2001', end='1/1/2001') |
| 18 | + pi5 = PeriodIndex(freq='H', start='1/1/2001', end='1/1/2001 00:00') |
| 19 | + pi6 = PeriodIndex(freq='Min', start='1/1/2001', end='1/1/2001 00:00') |
| 20 | + pi7 = PeriodIndex(freq='S', start='1/1/2001', end='1/1/2001 00:00:00') |
| 21 | + |
| 22 | + self.assertEqual(pi1.asfreq('Q', 'S'), pi2) |
| 23 | + self.assertEqual(pi1.asfreq('Q', 's'), pi2) |
| 24 | + self.assertEqual(pi1.asfreq('M', 'start'), pi3) |
| 25 | + self.assertEqual(pi1.asfreq('D', 'StarT'), pi4) |
| 26 | + self.assertEqual(pi1.asfreq('H', 'beGIN'), pi5) |
| 27 | + self.assertEqual(pi1.asfreq('Min', 'S'), pi6) |
| 28 | + self.assertEqual(pi1.asfreq('S', 'S'), pi7) |
| 29 | + |
| 30 | + self.assertEqual(pi2.asfreq('A', 'S'), pi1) |
| 31 | + self.assertEqual(pi2.asfreq('M', 'S'), pi3) |
| 32 | + self.assertEqual(pi2.asfreq('D', 'S'), pi4) |
| 33 | + self.assertEqual(pi2.asfreq('H', 'S'), pi5) |
| 34 | + self.assertEqual(pi2.asfreq('Min', 'S'), pi6) |
| 35 | + self.assertEqual(pi2.asfreq('S', 'S'), pi7) |
| 36 | + |
| 37 | + self.assertEqual(pi3.asfreq('A', 'S'), pi1) |
| 38 | + self.assertEqual(pi3.asfreq('Q', 'S'), pi2) |
| 39 | + self.assertEqual(pi3.asfreq('D', 'S'), pi4) |
| 40 | + self.assertEqual(pi3.asfreq('H', 'S'), pi5) |
| 41 | + self.assertEqual(pi3.asfreq('Min', 'S'), pi6) |
| 42 | + self.assertEqual(pi3.asfreq('S', 'S'), pi7) |
| 43 | + |
| 44 | + self.assertEqual(pi4.asfreq('A', 'S'), pi1) |
| 45 | + self.assertEqual(pi4.asfreq('Q', 'S'), pi2) |
| 46 | + self.assertEqual(pi4.asfreq('M', 'S'), pi3) |
| 47 | + self.assertEqual(pi4.asfreq('H', 'S'), pi5) |
| 48 | + self.assertEqual(pi4.asfreq('Min', 'S'), pi6) |
| 49 | + self.assertEqual(pi4.asfreq('S', 'S'), pi7) |
| 50 | + |
| 51 | + self.assertEqual(pi5.asfreq('A', 'S'), pi1) |
| 52 | + self.assertEqual(pi5.asfreq('Q', 'S'), pi2) |
| 53 | + self.assertEqual(pi5.asfreq('M', 'S'), pi3) |
| 54 | + self.assertEqual(pi5.asfreq('D', 'S'), pi4) |
| 55 | + self.assertEqual(pi5.asfreq('Min', 'S'), pi6) |
| 56 | + self.assertEqual(pi5.asfreq('S', 'S'), pi7) |
| 57 | + |
| 58 | + self.assertEqual(pi6.asfreq('A', 'S'), pi1) |
| 59 | + self.assertEqual(pi6.asfreq('Q', 'S'), pi2) |
| 60 | + self.assertEqual(pi6.asfreq('M', 'S'), pi3) |
| 61 | + self.assertEqual(pi6.asfreq('D', 'S'), pi4) |
| 62 | + self.assertEqual(pi6.asfreq('H', 'S'), pi5) |
| 63 | + self.assertEqual(pi6.asfreq('S', 'S'), pi7) |
| 64 | + |
| 65 | + self.assertEqual(pi7.asfreq('A', 'S'), pi1) |
| 66 | + self.assertEqual(pi7.asfreq('Q', 'S'), pi2) |
| 67 | + self.assertEqual(pi7.asfreq('M', 'S'), pi3) |
| 68 | + self.assertEqual(pi7.asfreq('D', 'S'), pi4) |
| 69 | + self.assertEqual(pi7.asfreq('H', 'S'), pi5) |
| 70 | + self.assertEqual(pi7.asfreq('Min', 'S'), pi6) |
| 71 | + |
| 72 | + self.assertRaises(ValueError, pi7.asfreq, 'T', 'foo') |
| 73 | + result1 = pi1.asfreq('3M') |
| 74 | + result2 = pi1.asfreq('M') |
| 75 | + expected = PeriodIndex(freq='M', start='2001-12', end='2001-12') |
| 76 | + self.assert_numpy_array_equal(result1.asi8, expected.asi8) |
| 77 | + self.assertEqual(result1.freqstr, '3M') |
| 78 | + self.assert_numpy_array_equal(result2.asi8, expected.asi8) |
| 79 | + self.assertEqual(result2.freqstr, 'M') |
| 80 | + |
| 81 | + def test_asfreq_nat(self): |
| 82 | + idx = PeriodIndex(['2011-01', '2011-02', 'NaT', '2011-04'], freq='M') |
| 83 | + result = idx.asfreq(freq='Q') |
| 84 | + expected = PeriodIndex(['2011Q1', '2011Q1', 'NaT', '2011Q2'], freq='Q') |
| 85 | + tm.assert_index_equal(result, expected) |
| 86 | + |
| 87 | + def test_asfreq_mult_pi(self): |
| 88 | + pi = PeriodIndex(['2001-01', '2001-02', 'NaT', '2001-03'], freq='2M') |
| 89 | + |
| 90 | + for freq in ['D', '3D']: |
| 91 | + result = pi.asfreq(freq) |
| 92 | + exp = PeriodIndex(['2001-02-28', '2001-03-31', 'NaT', |
| 93 | + '2001-04-30'], freq=freq) |
| 94 | + self.assert_index_equal(result, exp) |
| 95 | + self.assertEqual(result.freq, exp.freq) |
| 96 | + |
| 97 | + result = pi.asfreq(freq, how='S') |
| 98 | + exp = PeriodIndex(['2001-01-01', '2001-02-01', 'NaT', |
| 99 | + '2001-03-01'], freq=freq) |
| 100 | + self.assert_index_equal(result, exp) |
| 101 | + self.assertEqual(result.freq, exp.freq) |
| 102 | + |
| 103 | + def test_asfreq_combined_pi(self): |
| 104 | + pi = pd.PeriodIndex(['2001-01-01 00:00', '2001-01-02 02:00', 'NaT'], |
| 105 | + freq='H') |
| 106 | + exp = PeriodIndex(['2001-01-01 00:00', '2001-01-02 02:00', 'NaT'], |
| 107 | + freq='25H') |
| 108 | + for freq, how in zip(['1D1H', '1H1D'], ['S', 'E']): |
| 109 | + result = pi.asfreq(freq, how=how) |
| 110 | + self.assert_index_equal(result, exp) |
| 111 | + self.assertEqual(result.freq, exp.freq) |
| 112 | + |
| 113 | + for freq in ['1D1H', '1H1D']: |
| 114 | + pi = pd.PeriodIndex(['2001-01-01 00:00', '2001-01-02 02:00', |
| 115 | + 'NaT'], freq=freq) |
| 116 | + result = pi.asfreq('H') |
| 117 | + exp = PeriodIndex(['2001-01-02 00:00', '2001-01-03 02:00', 'NaT'], |
| 118 | + freq='H') |
| 119 | + self.assert_index_equal(result, exp) |
| 120 | + self.assertEqual(result.freq, exp.freq) |
| 121 | + |
| 122 | + pi = pd.PeriodIndex(['2001-01-01 00:00', '2001-01-02 02:00', |
| 123 | + 'NaT'], freq=freq) |
| 124 | + result = pi.asfreq('H', how='S') |
| 125 | + exp = PeriodIndex(['2001-01-01 00:00', '2001-01-02 02:00', 'NaT'], |
| 126 | + freq='H') |
| 127 | + self.assert_index_equal(result, exp) |
| 128 | + self.assertEqual(result.freq, exp.freq) |
| 129 | + |
| 130 | + def test_asfreq_ts(self): |
| 131 | + index = PeriodIndex(freq='A', start='1/1/2001', end='12/31/2010') |
| 132 | + ts = Series(np.random.randn(len(index)), index=index) |
| 133 | + df = DataFrame(np.random.randn(len(index), 3), index=index) |
| 134 | + |
| 135 | + result = ts.asfreq('D', how='end') |
| 136 | + df_result = df.asfreq('D', how='end') |
| 137 | + exp_index = index.asfreq('D', how='end') |
| 138 | + self.assertEqual(len(result), len(ts)) |
| 139 | + tm.assert_index_equal(result.index, exp_index) |
| 140 | + tm.assert_index_equal(df_result.index, exp_index) |
| 141 | + |
| 142 | + result = ts.asfreq('D', how='start') |
| 143 | + self.assertEqual(len(result), len(ts)) |
| 144 | + tm.assert_index_equal(result.index, index.asfreq('D', how='start')) |
| 145 | + |
| 146 | + def test_astype_asfreq(self): |
| 147 | + pi1 = PeriodIndex(['2011-01-01', '2011-02-01', '2011-03-01'], freq='D') |
| 148 | + exp = PeriodIndex(['2011-01', '2011-02', '2011-03'], freq='M') |
| 149 | + tm.assert_index_equal(pi1.asfreq('M'), exp) |
| 150 | + tm.assert_index_equal(pi1.astype('period[M]'), exp) |
| 151 | + |
| 152 | + exp = PeriodIndex(['2011-01', '2011-02', '2011-03'], freq='3M') |
| 153 | + tm.assert_index_equal(pi1.asfreq('3M'), exp) |
| 154 | + tm.assert_index_equal(pi1.astype('period[3M]'), exp) |
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