BUG: fix isin with Series of tuples values (#16394) (#16434)

* Swiched out "values = np.array(list(values), dtype='object')" for "values = lib.list_to_object_array(list(values))" in the isin() method found in core/algorithms.py Added test for comparing to a list of tuples

Author: jaredsnyder

doc/source/whatsnew/v0.20.2.txt

@@ -80,7 +80,7 @@ Reshaping
 ^^^^^^^^^
 
 - Bug in ``DataFrame.stack`` with unsorted levels in MultiIndex columns (:issue:`16323`)
-
+- Bug in ``Series.isin(..)`` with a list of tuples (:issue:`16394`)
 
 Numeric
 ^^^^^^^

pandas/core/algorithms.py

@@ -388,7 +388,7 @@ def isin(comps, values):
  "[{0}]".format(type(values).__name__))
 
  if not isinstance(values, (ABCIndex, ABCSeries, np.ndarray)):
- values = np.array(list(values), dtype='object')
+ values = lib.list_to_object_array(list(values))
 
  comps, dtype, _ = _ensure_data(comps)
  values, _, _ = _ensure_data(values, dtype=dtype)

pandas/tests/frame/test_analytics.py

@@ -1201,6 +1201,14 @@ def test_isin_df(self):
  expected['B'] = False
  tm.assert_frame_equal(result, expected)
 
+ def test_isin_tuples(self):
+ # GH16394
+ df = pd.DataFrame({'A': [1, 2, 3], 'B': ['a', 'b', 'f']})
+ df['C'] = list(zip(df['A'], df['B']))
+ result = df['C'].isin([(1, 'a')])
+ tm.assert_series_equal(result,
+ Series([True, False, False], name="C"))
+
  def test_isin_df_dupe_values(self):
  df1 = DataFrame({'A': [1, 2, 3, 4], 'B': [2, np.nan, 4, 4]})
  # just cols duped