Type args and kwargs parameters in generic pipe

Author: paw-lu

pandas-stubs/_typing.pyi

@@ -28,7 +28,10 @@ from pandas.core.generic import NDFrame
 from pandas.core.groupby.grouper import Grouper
 from pandas.core.indexes.base import Index
 from pandas.core.series import Series
-from typing_extensions import TypeAlias
+from typing_extensions import (
+    ParamSpec,
+    TypeAlias,
+)
 
 from pandas._libs.interval import Interval
 from pandas._libs.tslibs import (
@@ -446,6 +449,7 @@ JSONSerializable: TypeAlias = PythonScalar | list | dict
 Axes: TypeAlias = AnyArrayLike | list | dict | range | tuple
 Renamer: TypeAlias = Mapping[Any, Label] | Callable[[Any], Label]
 T = TypeVar("T")
+P = ParamSpec("P")
 FuncType: TypeAlias = Callable[..., Any]
 F = TypeVar("F", bound=FuncType)
 HashableT = TypeVar("HashableT", bound=Hashable)

pandas-stubs/core/generic.pyi

@@ -19,7 +19,10 @@ from pandas import Index
 import pandas.core.indexing as indexing
 from pandas.core.series import Series
 import sqlalchemy.engine
-from typing_extensions import Self
+from typing_extensions import (
+    Concatenate,
+    Self,
+)
 
 from pandas._typing import (
     S1,
@@ -40,6 +43,7 @@ from pandas._typing import (
     IgnoreRaise,
     IndexLabel,
     Level,
+    P,
     ReplaceMethod,
     SortKind,
     StorageOptions,
@@ -353,7 +357,10 @@ class NDFrame(indexing.IndexingMixin):
     def head(self, n: int = ...) -> Self: ...
     def tail(self, n: int = ...) -> Self: ...
     def pipe(
-        self, func: Callable[..., T] | tuple[Callable[..., T], str], *args, **kwargs
+        self,
+        func: Callable[Concatenate[Self, P], T] | tuple[Callable[..., T], str],
+        *args: P.args,
+        **kwargs: P.kwargs,
     ) -> T: ...
     def __finalize__(self, other, method=..., **kwargs) -> Self: ...
     def __setattr__(self, name: _str, value) -> None: ...