ENH: Deprecate positional arguments for DataFrame.fillna and Series.fillna

Author: jackzyliu

doc/source/whatsnew/v1.3.0.rst

@@ -648,6 +648,7 @@ Deprecations
 - Deprecated setting :attr:`Categorical._codes`, create a new :class:`Categorical` with the desired codes instead (:issue:`40606`)
 - Deprecated behavior of :meth:`DatetimeIndex.union` with mixed timezones; in a future version both will be cast to UTC instead of object dtype (:issue:`39328`)
 - Deprecated using ``usecols`` with out of bounds indices for ``read_csv`` with ``engine="c"`` (:issue:`25623`)
+- Deprecated passing arguments (apart from ``value``) as positional in :meth:`DataFrame.fillna` and :meth:`Series.fillna` (:issue:`41485`)
 
 .. ---------------------------------------------------------------------------
 

pandas/core/frame.py

@@ -77,6 +77,7 @@
     Appender,
     Substitution,
     deprecate_kwarg,
+    deprecate_nonkeyword_arguments,
     doc,
     rewrite_axis_style_signature,
 )
@@ -5166,6 +5167,7 @@ def fillna(
     ) -> DataFrame | None:
         ...
 
+    @deprecate_nonkeyword_arguments(version="2.0", allowed_args=["self", "value"])
     @doc(NDFrame.fillna, **_shared_doc_kwargs)
     def fillna(
         self,

pandas/core/series.py

@@ -51,6 +51,7 @@
 from pandas.util._decorators import (
     Appender,
     Substitution,
+    deprecate_nonkeyword_arguments,
     doc,
 )
 from pandas.util._validators import (
@@ -4707,6 +4708,7 @@ def fillna(
         ...
 
     # error: Cannot determine type of 'fillna'
+    @deprecate_nonkeyword_arguments(version="2.0", allowed_args=["self", "value"])
     @doc(NDFrame.fillna, **_shared_doc_kwargs)  # type: ignore[has-type]
     def fillna(
         self,

pandas/tests/frame/methods/test_fillna.py

@@ -538,6 +538,18 @@ def test_fillna_downcast_dict(self):
         expected = DataFrame({"col1": [1, 2]})
         tm.assert_frame_equal(result, expected)
 
+    def test_fillna_pos_args_deprecation(self):
+        # https://github.com/pandas-dev/pandas/issues/41485
+        df = DataFrame({"a": [1, 2, 3, np.nan]}, dtype=float)
+        msg = (
+            r"Starting with pandas version 2.0 all arguments of DataFrame.fillna "
+            r"except for the argument 'value' will be keyword-only"
+        )
+        with tm.assert_produces_warning(FutureWarning, match=msg):
+            result = df.fillna(0, None, None)
+        expected = DataFrame({"a": [1, 2, 3, 0]}, dtype=float)
+        tm.assert_frame_equal(result, expected)
+
 
 def test_fillna_nonconsolidated_frame():
     # https://github.com/pandas-dev/pandas/issues/36495

pandas/tests/series/methods/test_fillna.py

@@ -748,6 +748,18 @@ def test_fillna_datetime64_with_timezone_tzinfo(self):
         expected = Series([ser[0], ts, ser[2]], dtype=object)
         tm.assert_series_equal(result, expected)
 
+    def test_fillna_pos_args_deprecation(self):
+        # https://github.com/pandas-dev/pandas/issues/41485
+        srs = Series([1, 2, 3, np.nan], dtype=float)
+        msg = (
+            r"Starting with pandas version 2.0 all arguments of Series.fillna "
+            r"except for the argument 'value' will be keyword-only"
+        )
+        with tm.assert_produces_warning(FutureWarning, match=msg):
+            result = srs.fillna(0, None, None)
+        expected = Series([1, 2, 3, 0], dtype=float)
+        tm.assert_series_equal(result, expected)
+
 
 class TestFillnaPad:
     def test_fillna_bug(self):