TST: Test also for columns

Author: nrebena

pandas/tests/test_multilevel.py

@@ -2440,36 +2440,47 @@ def test_sort_ascending_list(self):
         expected = s.iloc[[0, 4, 1, 5, 2, 6, 3, 7]]
         tm.assert_series_equal(result, expected)
 
+    def test_multiindex_loc_order(self):
+        # GH 22797
+        # Try to respect order of keys given for MultiIndex.loc
+        df = pd.DataFrame(
+            np.arange(12).reshape((4, 3)),
+            index=[["a", "a", "b", "b"], [1, 2, 1, 2]],
+            columns=[["Ohio", "Ohio", "Colorado"], ["Green", "Red", "Green"]],
+        )
 
-def test_multiindex_loc_order():
-    # GH 22797
-    # Try to respect order of keys given for MultiIndex.loc
-    df = pd.DataFrame(
-        np.arange(12).reshape((4, 3)),
-        index=[["a", "a", "b", "b"], [1, 2, 1, 2]],
-        columns=[["Ohio", "Ohio", "Colorado"], ["Green", "Red", "Green"]],
-    )
+        res = df.loc[["b", "a"], :]
+        exp_index = pd.MultiIndex.from_arrays([["b", "b", "a", "a"], [1, 2, 1, 2]])
+        tm.assert_index_equal(res.index, exp_index)
 
-    res = df.loc[["b", "a"], :]
-    exp_index = pd.MultiIndex.from_arrays([["b", "b", "a", "a"], [1, 2, 1, 2]])
-    tm.assert_index_equal(res.index, exp_index)
+        res = df.loc[["a", "b"], :]
+        exp_index = pd.MultiIndex.from_arrays([["a", "a", "b", "b"], [1, 2, 1, 2]])
+        tm.assert_index_equal(res.index, exp_index)
 
-    res = df.loc[["a", "b"], :]
-    exp_index = pd.MultiIndex.from_arrays([["a", "a", "b", "b"], [1, 2, 1, 2]])
-    tm.assert_index_equal(res.index, exp_index)
+        res = df.loc[(["a", "b"], [1, 2]), :]
+        exp_index = pd.MultiIndex.from_arrays([["a", "a", "b", "b"], [1, 2, 1, 2]])
+        tm.assert_index_equal(res.index, exp_index)
 
-    res = df.loc[(["a", "b"], [1, 2]), :]
-    exp_index = pd.MultiIndex.from_arrays([["a", "a", "b", "b"], [1, 2, 1, 2]])
-    tm.assert_index_equal(res.index, exp_index)
+        res = df.loc[(["a", "b"], [2, 1]), :]
+        exp_index = pd.MultiIndex.from_arrays([["a", "a", "b", "b"], [2, 1, 2, 1]])
+        tm.assert_index_equal(res.index, exp_index)
 
-    res = df.loc[(["a", "b"], [2, 1]), :]
-    exp_index = pd.MultiIndex.from_arrays([["a", "a", "b", "b"], [2, 1, 2, 1]])
-    tm.assert_index_equal(res.index, exp_index)
+        res = df.loc[(["b", "a"], [2, 1]), :]
+        exp_index = pd.MultiIndex.from_arrays([["b", "b", "a", "a"], [2, 1, 2, 1]])
+        tm.assert_index_equal(res.index, exp_index)
 
-    res = df.loc[(["b", "a"], [2, 1]), :]
-    exp_index = pd.MultiIndex.from_arrays([["b", "b", "a", "a"], [2, 1, 2, 1]])
-    tm.assert_index_equal(res.index, exp_index)
+        res = df.loc[(["b", "a"], [1, 2]), :]
+        exp_index = pd.MultiIndex.from_arrays([["b", "b", "a", "a"], [1, 2, 1, 2]])
+        tm.assert_index_equal(res.index, exp_index)
 
-    res = df.loc[(["b", "a"], [1, 2]), :]
-    exp_index = pd.MultiIndex.from_arrays([["b", "b", "a", "a"], [1, 2, 1, 2]])
-    tm.assert_index_equal(res.index, exp_index)
+        res = df.loc[:, ["Colorado", "Ohio"]]
+        exp_columns = pd.MultiIndex.from_arrays(
+            [["Colorado", "Ohio", "Ohio"], ["Green", "Green", "Red"]]
+        )
+        tm.assert_index_equal(res.columns, exp_columns)
+
+        res = df.loc[:, (["Colorado", "Ohio"], ["Red", "Green"])]
+        exp_columns = pd.MultiIndex.from_arrays(
+            [["Colorado", "Ohio", "Ohio"], ["Green", "Red", "Green"]]
+        )
+        tm.assert_index_equal(res.columns, exp_columns)