BUG: Index.union cannot handle array-likes

Author: sinhrks

doc/source/whatsnew/v0.17.0.txt

@@ -67,6 +67,7 @@ Bug Fixes
 
 - Bug in ``mean()`` where integer dtypes can overflow (:issue:`10172`)
 - Bug where Panel.from_dict does not set dtype when specified (:issue:`10058`)
+- Bug in ``Index.union`` raises ``AttributeError`` when passing array-likes. (:issue:`10149`)
 - Bug in ``Timestamp``'s' ``microsecond``, ``quarter``, ``dayofyear``, ``week`` and ``daysinmonth`` properties return ``np.int`` type, not built-in ``int``. (:issue:`10050`)
 - Bug in ``NaT`` raises ``AttributeError`` when accessing to ``daysinmonth``, ``dayofweek`` properties. (:issue:`10096`)
 
@@ -91,3 +92,4 @@ Bug Fixes
 
 
 - Bug where infer_freq infers timerule (WOM-5XXX) unsupported by to_offset (:issue:`9425`)
+

pandas/core/index.py

@@ -580,6 +580,8 @@ def to_datetime(self, dayfirst=False):
             return DatetimeIndex(self.values)
 
     def _assert_can_do_setop(self, other):
+        if not com.is_list_like(other):
+            raise TypeError('Input must be Index or array-like')
         return True
 
     @property
@@ -1364,16 +1366,14 @@ def union(self, other):
         -------
         union : Index
         """
-        if not hasattr(other, '__iter__'):
-            raise TypeError('Input must be iterable.')
+        self._assert_can_do_setop(other)
+        other = _ensure_index(other)
 
         if len(other) == 0 or self.equals(other):
             return self
 
         if len(self) == 0:
-            return _ensure_index(other)
-
-        self._assert_can_do_setop(other)
+            return other
 
         if not is_dtype_equal(self.dtype,other.dtype):
             this = self.astype('O')
@@ -1439,11 +1439,7 @@ def intersection(self, other):
         -------
         intersection : Index
         """
-        if not hasattr(other, '__iter__'):
-            raise TypeError('Input must be iterable!')
-
         self._assert_can_do_setop(other)
-
         other = _ensure_index(other)
 
         if self.equals(other):
@@ -1492,9 +1488,7 @@ def difference(self, other):
 
         >>> index.difference(index2)
         """
-
-        if not hasattr(other, '__iter__'):
-            raise TypeError('Input must be iterable!')
+        self._assert_can_do_setop(other)
 
         if self.equals(other):
             return Index([], name=self.name)
@@ -1517,7 +1511,7 @@ def sym_diff(self, other, result_name=None):
         Parameters
         ----------
 
-        other : array-like
+        other : Index or array-like
         result_name : str
 
         Returns
@@ -1545,9 +1539,7 @@ def sym_diff(self, other, result_name=None):
         >>> idx1 ^ idx2
         Int64Index([1, 5], dtype='int64')
         """
-        if not hasattr(other, '__iter__'):
-            raise TypeError('Input must be iterable!')
-
+        self._assert_can_do_setop(other)
         if not isinstance(other, Index):
             other = Index(other)
             result_name = result_name or self.name
@@ -5460,12 +5452,11 @@ def union(self, other):
         >>> index.union(index2)
         """
         self._assert_can_do_setop(other)
+        other, result_names = self._convert_can_do_setop(other)
 
         if len(other) == 0 or self.equals(other):
             return self
 
-        result_names = self.names if self.names == other.names else None
-
         uniq_tuples = lib.fast_unique_multiple([self.values, other.values])
         return MultiIndex.from_arrays(lzip(*uniq_tuples), sortorder=0,
                                       names=result_names)
@@ -5483,12 +5474,11 @@ def intersection(self, other):
         Index
         """
         self._assert_can_do_setop(other)
+        other, result_names = self._convert_can_do_setop(other)
 
         if self.equals(other):
             return self
 
-        result_names = self.names if self.names == other.names else None
-
         self_tuples = self.values
         other_tuples = other.values
         uniq_tuples = sorted(set(self_tuples) & set(other_tuples))
@@ -5509,18 +5499,10 @@ def difference(self, other):
         diff : MultiIndex
         """
         self._assert_can_do_setop(other)
+        other, result_names = self._convert_can_do_setop(other)
 
-        if not isinstance(other, MultiIndex):
-            if len(other) == 0:
+        if len(other) == 0:
                 return self
-            try:
-                other = MultiIndex.from_tuples(other)
-            except:
-                raise TypeError('other must be a MultiIndex or a list of'
-                                ' tuples')
-            result_names = self.names
-        else:
-            result_names = self.names if self.names == other.names else None
 
         if self.equals(other):
             return MultiIndex(levels=[[]] * self.nlevels,
@@ -5537,15 +5519,29 @@ def difference(self, other):
             return MultiIndex.from_tuples(difference, sortorder=0,
                                           names=result_names)
 
-    def _assert_can_do_setop(self, other):
-        pass
-
     def astype(self, dtype):
         if not is_object_dtype(np.dtype(dtype)):
             raise TypeError('Setting %s dtype to anything other than object '
                             'is not supported' % self.__class__)
         return self._shallow_copy()
 
+    def _convert_can_do_setop(self, other):
+        if not isinstance(other, MultiIndex):
+            if len(other) == 0:
+                other = MultiIndex(levels=[[]] * self.nlevels,
+                                   labels=[[]] * self.nlevels,
+                                   verify_integrity=False)
+            else:
+                msg = 'other must be a MultiIndex or a list of tuples'
+                try:
+                    other = MultiIndex.from_tuples(other)
+                except:
+                    raise TypeError(msg)
+            result_names = self.names
+        else:
+            result_names = self.names if self.names == other.names else None
+        return other, result_names
+
     def insert(self, loc, item):
         """
         Make new MultiIndex inserting new item at location