BUG: Replace internal use of loc with reindex in append

Author: Chris Bertinato

doc/source/whatsnew/v0.25.0.rst

@@ -325,7 +325,7 @@ Indexing
 ^^^^^^^^
 
 - Improved exception message when calling :meth:`DataFrame.iloc` with a list of non-numeric objects (:issue:`25753`).
--
+- Bug in which :meth:`DataFrame.append` produced a warning indicating that a KeyError will be thrown in the future when the data to be appended contains new columns (:issue:`22252`).
 -
 
 

pandas/core/frame.py

@@ -6731,7 +6731,7 @@ def append(self, other, ignore_index=False,
         elif isinstance(other, list) and not isinstance(other[0], DataFrame):
             other = DataFrame(other)
             if (self.columns.get_indexer(other.columns) >= 0).all():
-                other = other.loc[:, self.columns]
+                other = other.reindex(columns=self.columns)
 
         from pandas.core.reshape.concat import concat
         if isinstance(other, (list, tuple)):

pandas/tests/frame/test_combine_concat.py

@@ -167,6 +167,11 @@ def test_append_list_of_series_dicts(self):
         expected = df.append(DataFrame(dicts), ignore_index=True, sort=True)
         assert_frame_equal(result, expected)
 
+        dicts = [{'foo': 9}, {'bar': 10}]
+        result = df.append(dicts, ignore_index=True, sort=True)
+        expected = df.append(DataFrame(dicts), ignore_index=True, sort=True)
+        assert_frame_equal(result, expected)
+
     def test_append_empty_dataframe(self):
 
         # Empty df append empty df