|
8 | 8 | import pandas as pd |
9 | 9 | import pytest |
10 | 10 |
|
11 | | -from pandas_openscm.index_manipulation import ensure_index_is_multiindex |
| 11 | +from pandas_openscm.index_manipulation import ( |
| 12 | + ensure_index_is_multiindex, |
| 13 | + ensure_is_multiindex, |
| 14 | +) |
12 | 15 | from pandas_openscm.testing import ( |
13 | 16 | convert_to_desired_type, |
14 | 17 | create_test_df, |
@@ -114,3 +117,94 @@ def test_accessor(setup_pandas_accessors, copy, copy_exp, pobj_type): |
114 | 117 | else: |
115 | 118 | # Same object returned |
116 | 119 | assert id(start) == id(res_short) |
| 120 | + |
| 121 | + |
| 122 | +def test_ensure_is_multiindex_index(): |
| 123 | + start = pd.Index([1, 2, 3], name="id") |
| 124 | + |
| 125 | + res = ensure_is_multiindex(start) |
| 126 | + |
| 127 | + assert isinstance(res, pd.MultiIndex) |
| 128 | + |
| 129 | + exp = pd.MultiIndex.from_tuples( |
| 130 | + [ |
| 131 | + (1,), |
| 132 | + (2,), |
| 133 | + (3,), |
| 134 | + ], |
| 135 | + names=["id"], |
| 136 | + ) |
| 137 | + |
| 138 | + pd.testing.assert_index_equal(res, exp) |
| 139 | + |
| 140 | + |
| 141 | +def test_ensure_is_multiindex_index_no_name(): |
| 142 | + start = pd.Index([1, 2, 3]) |
| 143 | + |
| 144 | + res = ensure_is_multiindex(start) |
| 145 | + |
| 146 | + assert isinstance(res, pd.MultiIndex) |
| 147 | + |
| 148 | + exp = pd.MultiIndex.from_tuples( |
| 149 | + [ |
| 150 | + (1,), |
| 151 | + (2,), |
| 152 | + (3,), |
| 153 | + ], |
| 154 | + names=[None], |
| 155 | + ) |
| 156 | + |
| 157 | + pd.testing.assert_index_equal(res, exp) |
| 158 | + |
| 159 | + |
| 160 | +def test_ensure_is_multiindex(): |
| 161 | + start = pd.MultiIndex.from_tuples( |
| 162 | + [ |
| 163 | + ("a", "b"), |
| 164 | + ("c", "d"), |
| 165 | + ], |
| 166 | + names=["mod", "scen"], |
| 167 | + ) |
| 168 | + |
| 169 | + res = ensure_is_multiindex(start) |
| 170 | + |
| 171 | + # Same object returned |
| 172 | + assert id(start) == id(res) |
| 173 | + assert isinstance(res, pd.MultiIndex) |
| 174 | + pd.testing.assert_index_equal(res, start) |
| 175 | + |
| 176 | + |
| 177 | +def test_ensure_is_multiindex_accessor_index(setup_pandas_accessors): |
| 178 | + start = pd.Index([1, 2, 3], name="id") |
| 179 | + |
| 180 | + res = start.openscm.ensure_is_multiindex() |
| 181 | + |
| 182 | + assert isinstance(res, pd.MultiIndex) |
| 183 | + |
| 184 | + exp = pd.MultiIndex.from_tuples( |
| 185 | + [ |
| 186 | + (1,), |
| 187 | + (2,), |
| 188 | + (3,), |
| 189 | + ], |
| 190 | + names=["id"], |
| 191 | + ) |
| 192 | + |
| 193 | + pd.testing.assert_index_equal(res, exp) |
| 194 | + |
| 195 | + |
| 196 | +def test_ensure_is_multiindex_accessor_multiindex(setup_pandas_accessors): |
| 197 | + start = pd.MultiIndex.from_tuples( |
| 198 | + [ |
| 199 | + ("a", "b"), |
| 200 | + ("c", "d"), |
| 201 | + ], |
| 202 | + names=["mod", "scen"], |
| 203 | + ) |
| 204 | + |
| 205 | + res = start.openscm.ensure_is_multiindex() |
| 206 | + |
| 207 | + # Same object returned |
| 208 | + assert id(start) == id(res) |
| 209 | + assert isinstance(res, pd.MultiIndex) |
| 210 | + pd.testing.assert_index_equal(res, start) |
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