|
7 | 7 |
|
8 | 8 |
|
9 | 9 | class TestIntervalIndex: |
10 | | - def setup_method(self, method): |
11 | | - self.s = Series(np.arange(5), IntervalIndex.from_breaks(np.arange(6))) |
| 10 | + @pytest.fixture |
| 11 | + def series_with_interval_index(self): |
| 12 | + return Series(np.arange(5), IntervalIndex.from_breaks(np.arange(6))) |
12 | 13 |
|
13 | | - def test_getitem_with_scalar(self): |
| 14 | + def test_getitem_with_scalar(self, series_with_interval_index, indexer_sl): |
14 | 15 |
|
15 | | - s = self.s |
| 16 | + ser = series_with_interval_index.copy() |
16 | 17 |
|
17 | | - expected = s.iloc[:3] |
18 | | - tm.assert_series_equal(expected, s[:3]) |
19 | | - tm.assert_series_equal(expected, s[:2.5]) |
20 | | - tm.assert_series_equal(expected, s[0.1:2.5]) |
| 18 | + expected = ser.iloc[:3] |
| 19 | + tm.assert_series_equal(expected, indexer_sl(ser)[:3]) |
| 20 | + tm.assert_series_equal(expected, indexer_sl(ser)[:2.5]) |
| 21 | + tm.assert_series_equal(expected, indexer_sl(ser)[0.1:2.5]) |
| 22 | + if indexer_sl is tm.loc: |
| 23 | + tm.assert_series_equal(expected, ser.loc[-1:3]) |
21 | 24 |
|
22 | | - expected = s.iloc[1:4] |
23 | | - tm.assert_series_equal(expected, s[[1.5, 2.5, 3.5]]) |
24 | | - tm.assert_series_equal(expected, s[[2, 3, 4]]) |
25 | | - tm.assert_series_equal(expected, s[[1.5, 3, 4]]) |
| 25 | + expected = ser.iloc[1:4] |
| 26 | + tm.assert_series_equal(expected, indexer_sl(ser)[[1.5, 2.5, 3.5]]) |
| 27 | + tm.assert_series_equal(expected, indexer_sl(ser)[[2, 3, 4]]) |
| 28 | + tm.assert_series_equal(expected, indexer_sl(ser)[[1.5, 3, 4]]) |
26 | 29 |
|
27 | | - expected = s.iloc[2:5] |
28 | | - tm.assert_series_equal(expected, s[s >= 2]) |
| 30 | + expected = ser.iloc[2:5] |
| 31 | + tm.assert_series_equal(expected, indexer_sl(ser)[ser >= 2]) |
29 | 32 |
|
30 | 33 | @pytest.mark.parametrize("direction", ["increasing", "decreasing"]) |
31 | | - def test_nonoverlapping_monotonic(self, direction, closed): |
| 34 | + def test_nonoverlapping_monotonic(self, direction, closed, indexer_sl): |
32 | 35 | tpls = [(0, 1), (2, 3), (4, 5)] |
33 | 36 | if direction == "decreasing": |
34 | 37 | tpls = tpls[::-1] |
35 | 38 |
|
36 | 39 | idx = IntervalIndex.from_tuples(tpls, closed=closed) |
37 | | - s = Series(list("abc"), idx) |
| 40 | + ser = Series(list("abc"), idx) |
38 | 41 |
|
39 | | - for key, expected in zip(idx.left, s): |
| 42 | + for key, expected in zip(idx.left, ser): |
40 | 43 | if idx.closed_left: |
41 | | - assert s[key] == expected |
42 | | - assert s.loc[key] == expected |
| 44 | + assert indexer_sl(ser)[key] == expected |
43 | 45 | else: |
44 | 46 | with pytest.raises(KeyError, match=str(key)): |
45 | | - s[key] |
46 | | - with pytest.raises(KeyError, match=str(key)): |
47 | | - s.loc[key] |
| 47 | + indexer_sl(ser)[key] |
48 | 48 |
|
49 | | - for key, expected in zip(idx.right, s): |
| 49 | + for key, expected in zip(idx.right, ser): |
50 | 50 | if idx.closed_right: |
51 | | - assert s[key] == expected |
52 | | - assert s.loc[key] == expected |
| 51 | + assert indexer_sl(ser)[key] == expected |
53 | 52 | else: |
54 | 53 | with pytest.raises(KeyError, match=str(key)): |
55 | | - s[key] |
56 | | - with pytest.raises(KeyError, match=str(key)): |
57 | | - s.loc[key] |
| 54 | + indexer_sl(ser)[key] |
58 | 55 |
|
59 | | - for key, expected in zip(idx.mid, s): |
60 | | - assert s[key] == expected |
61 | | - assert s.loc[key] == expected |
| 56 | + for key, expected in zip(idx.mid, ser): |
| 57 | + assert indexer_sl(ser)[key] == expected |
62 | 58 |
|
63 | | - def test_non_matching(self): |
64 | | - s = self.s |
| 59 | + def test_non_matching(self, series_with_interval_index, indexer_sl): |
| 60 | + ser = series_with_interval_index.copy() |
65 | 61 |
|
66 | 62 | # this is a departure from our current |
67 | 63 | # indexing scheme, but simpler |
68 | 64 | with pytest.raises(KeyError, match=r"^\[-1\]$"): |
69 | | - s.loc[[-1, 3, 4, 5]] |
| 65 | + indexer_sl(ser)[[-1, 3, 4, 5]] |
70 | 66 |
|
71 | 67 | with pytest.raises(KeyError, match=r"^\[-1\]$"): |
72 | | - s.loc[[-1, 3]] |
| 68 | + indexer_sl(ser)[[-1, 3]] |
73 | 69 |
|
74 | 70 | @pytest.mark.arm_slow |
75 | 71 | def test_large_series(self): |
76 | | - s = Series( |
| 72 | + ser = Series( |
77 | 73 | np.arange(1000000), index=IntervalIndex.from_breaks(np.arange(1000001)) |
78 | 74 | ) |
79 | 75 |
|
80 | | - result1 = s.loc[:80000] |
81 | | - result2 = s.loc[0:80000] |
82 | | - result3 = s.loc[0:80000:1] |
| 76 | + result1 = ser.loc[:80000] |
| 77 | + result2 = ser.loc[0:80000] |
| 78 | + result3 = ser.loc[0:80000:1] |
83 | 79 | tm.assert_series_equal(result1, result2) |
84 | 80 | tm.assert_series_equal(result1, result3) |
85 | 81 |
|
86 | 82 | def test_loc_getitem_frame(self): |
87 | 83 | # CategoricalIndex with IntervalIndex categories |
88 | 84 | df = DataFrame({"A": range(10)}) |
89 | | - s = pd.cut(df.A, 5) |
90 | | - df["B"] = s |
| 85 | + ser = pd.cut(df.A, 5) |
| 86 | + df["B"] = ser |
91 | 87 | df = df.set_index("B") |
92 | 88 |
|
93 | 89 | result = df.loc[4] |
|
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