BUG: fixed .str.contains(..., na=False) for categorical series (#22170)

Author: pulkitmaloo

doc/source/whatsnew/v0.24.0.rst

@@ -1280,7 +1280,7 @@ Strings
 
 - Bug in :meth:`Index.str.partition` was not nan-safe (:issue:`23558`).
 - Bug in :meth:`Index.str.split` was not nan-safe (:issue:`23677`).
--
+- Bug :func:`Series.str.contains` not respecting the ``na`` argument for a ``Categorical`` dtype ``Series`` (:issue:`22158`)
 
 Interval
 ^^^^^^^^

pandas/core/strings.py

@@ -1857,7 +1857,7 @@ def __iter__(self):
             g = self.get(i)
 
     def _wrap_result(self, result, use_codes=True,
-                     name=None, expand=None):
+                     name=None, expand=None, fill_value=np.nan):
 
         from pandas.core.index import Index, MultiIndex
 
@@ -1867,7 +1867,8 @@ def _wrap_result(self, result, use_codes=True,
         # so make it possible to skip this step as the method already did this
         # before the transformation...
         if use_codes and self._is_categorical:
-            result = take_1d(result, self._orig.cat.codes)
+            result = take_1d(result, self._orig.cat.codes,
+                             fill_value=fill_value)
 
         if not hasattr(result, 'ndim') or not hasattr(result, 'dtype'):
             return result
@@ -2520,12 +2521,12 @@ def join(self, sep):
     def contains(self, pat, case=True, flags=0, na=np.nan, regex=True):
         result = str_contains(self._parent, pat, case=case, flags=flags, na=na,
                               regex=regex)
-        return self._wrap_result(result)
+        return self._wrap_result(result, fill_value=na)
 
     @copy(str_match)
     def match(self, pat, case=True, flags=0, na=np.nan):
         result = str_match(self._parent, pat, case=case, flags=flags, na=na)
-        return self._wrap_result(result)
+        return self._wrap_result(result, fill_value=na)
 
     @copy(str_replace)
     def replace(self, pat, repl, n=-1, case=None, flags=0, regex=True):

pandas/tests/test_strings.py

@@ -512,10 +512,28 @@ def test_contains(self):
         assert result.dtype == np.bool_
         tm.assert_numpy_array_equal(result, expected)
 
-        # na
-        values = Series(['om', 'foo', np.nan])
-        res = values.str.contains('foo', na="foo")
-        assert res.loc[2] == "foo"
+    def test_contains_for_object_category(self):
+        # gh 22158
+
+        # na for category
+        values = Series(["a", "b", "c", "a", np.nan], dtype="category")
+        result = values.str.contains('a', na=True)
+        expected = Series([True, False, False, True, True])
+        tm.assert_series_equal(result, expected)
+
+        result = values.str.contains('a', na=False)
+        expected = Series([True, False, False, True, False])
+        tm.assert_series_equal(result, expected)
+
+        # na for objects
+        values = Series(["a", "b", "c", "a", np.nan])
+        result = values.str.contains('a', na=True)
+        expected = Series([True, False, False, True, True])
+        tm.assert_series_equal(result, expected)
+
+        result = values.str.contains('a', na=False)
+        expected = Series([True, False, False, True, False])
+        tm.assert_series_equal(result, expected)
 
     def test_startswith(self):
         values = Series(['om', NA, 'foo_nom', 'nom', 'bar_foo', NA, 'foo'])
@@ -2893,7 +2911,7 @@ def test_get_complex_nested(self, to_type):
         expected = Series([np.nan])
         tm.assert_series_equal(result, expected)
 
-    def test_more_contains(self):
+    def test_contains_moar(self):
         # PR #1179
         s = Series(['A', 'B', 'C', 'Aaba', 'Baca', '', NA,
                     'CABA', 'dog', 'cat'])
@@ -2943,7 +2961,7 @@ def test_contains_nan(self):
         expected = Series([np.nan, np.nan, np.nan], dtype=np.object_)
         assert_series_equal(result, expected)
 
-    def test_more_replace(self):
+    def test_replace_moar(self):
         # PR #1179
         s = Series(['A', 'B', 'C', 'Aaba', 'Baca', '', NA, 'CABA',
                     'dog', 'cat'])