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6 changes: 4 additions & 2 deletions pandas/_typing.py
Original file line number Diff line number Diff line change
Expand Up @@ -307,10 +307,12 @@ def closed(self) -> bool:
XMLParsers = Literal["lxml", "etree"]

# Interval closed type

IntervalClosedType = Literal["left", "right", "both", "neither"]

# datetime and NaTType

DatetimeNaTType = Union[datetime, "NaTType"]
DateTimeErrorChoices = Literal["ignore", "raise", "coerce"]

# sort_index
SortKind = Literal["quicksort", "mergesort", "heapsort", "stable"]
NaPosition = Literal["first", "last"]
79 changes: 65 additions & 14 deletions pandas/core/frame.py
Original file line number Diff line number Diff line change
Expand Up @@ -61,10 +61,12 @@
IndexKeyFunc,
IndexLabel,
Level,
NaPosition,
PythonFuncType,
ReadBuffer,
Renamer,
Scalar,
SortKind,
StorageOptions,
Suffixes,
TimedeltaConvertibleTypes,
Expand Down Expand Up @@ -6426,19 +6428,68 @@ def sort_values( # type: ignore[override]
else:
return result.__finalize__(self, method="sort_values")

@deprecate_nonkeyword_arguments(version=None, allowed_args=["self"])
@overload
def sort_index(
self,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool | Sequence[bool] = ...,
inplace: Literal[True],
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool = ...,
ignore_index: bool = ...,
key: IndexKeyFunc = ...,
) -> None:
...

@overload
def sort_index(
self,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool | Sequence[bool] = ...,
inplace: Literal[False] = ...,
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool = ...,
ignore_index: bool = ...,
key: IndexKeyFunc = ...,
) -> DataFrame:
...

@overload
def sort_index(
self,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool | Sequence[bool] = ...,
inplace: bool = ...,
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool = ...,
ignore_index: bool = ...,
key: IndexKeyFunc = ...,
) -> DataFrame | None:
...

# error: Signature of "sort_index" incompatible with supertype "NDFrame"
@deprecate_nonkeyword_arguments(version=None, allowed_args=["self"])
def sort_index( # type: ignore[override]
self,
axis: Axis = 0,
level: Level | None = None,
ascending: bool | int | Sequence[bool | int] = True,
ascending: bool | Sequence[bool] = True,
inplace: bool = False,
kind: str = "quicksort",
na_position: str = "last",
kind: SortKind = "quicksort",
na_position: NaPosition = "last",
sort_remaining: bool = True,
ignore_index: bool = False,
key: IndexKeyFunc = None,
):
) -> DataFrame | None:
"""
Sort object by labels (along an axis).

Expand Down Expand Up @@ -6529,15 +6580,15 @@ def sort_index(
d 4
"""
return super().sort_index(
axis,
level,
ascending,
inplace,
kind,
na_position,
sort_remaining,
ignore_index,
key,
axis=axis,
level=level,
ascending=ascending,
inplace=inplace,
kind=kind,
na_position=na_position,
sort_remaining=sort_remaining,
ignore_index=ignore_index,
key=key,
)

def value_counts(
Expand Down
64 changes: 57 additions & 7 deletions pandas/core/generic.py
Original file line number Diff line number Diff line change
Expand Up @@ -50,9 +50,11 @@
JSONSerializable,
Level,
Manager,
NaPosition,
NDFrameT,
RandomState,
Renamer,
SortKind,
StorageOptions,
T,
TimedeltaConvertibleTypes,
Expand Down Expand Up @@ -4683,18 +4685,66 @@ def sort_values(
"""
raise AbstractMethodError(self)

@overload
def sort_index(
self,
axis=0,
level=None,
ascending: bool_t | int | Sequence[bool_t | int] = True,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool_t | Sequence[bool_t] = ...,
inplace: Literal[True],
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool_t = ...,
ignore_index: bool_t = ...,
key: IndexKeyFunc = ...,
) -> None:
...

@overload
def sort_index(
self: NDFrameT,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool_t | Sequence[bool_t] = ...,
inplace: Literal[False] = ...,
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool_t = ...,
ignore_index: bool_t = ...,
key: IndexKeyFunc = ...,
) -> NDFrameT:
...

@overload
def sort_index(
self: NDFrameT,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool_t | Sequence[bool_t] = ...,
inplace: bool_t = ...,
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool_t = ...,
ignore_index: bool_t = ...,
key: IndexKeyFunc = ...,
) -> NDFrameT | None:
...

def sort_index(
self: NDFrameT,
axis: Axis = 0,
level: Level | None = None,
ascending: bool_t | Sequence[bool_t] = True,
inplace: bool_t = False,
kind: str = "quicksort",
na_position: str = "last",
kind: SortKind = "quicksort",
na_position: NaPosition = "last",
sort_remaining: bool_t = True,
ignore_index: bool_t = False,
key: IndexKeyFunc = None,
):
) -> NDFrameT | None:

inplace = validate_bool_kwarg(inplace, "inplace")
axis = self._get_axis_number(axis)
Expand All @@ -4715,7 +4765,7 @@ def sort_index(
if ignore_index:
result.index = default_index(len(self))
if inplace:
return
return None
else:
return result

Expand Down
84 changes: 68 additions & 16 deletions pandas/core/series.py
Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,10 @@
DtypeObj,
FillnaOptions,
IndexKeyFunc,
Level,
NaPosition,
SingleManager,
SortKind,
StorageOptions,
TimedeltaConvertibleTypes,
TimestampConvertibleTypes,
Expand Down Expand Up @@ -3575,19 +3578,68 @@ def sort_values(
else:
return result.__finalize__(self, method="sort_values")

@deprecate_nonkeyword_arguments(version=None, allowed_args=["self"])
@overload
def sort_index(
self,
axis=0,
level=None,
ascending: bool | int | Sequence[bool | int] = True,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool | Sequence[bool] = ...,
inplace: Literal[True],
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool = ...,
ignore_index: bool = ...,
key: IndexKeyFunc = ...,
) -> None:
...

@overload
def sort_index(
self,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool | Sequence[bool] = ...,
inplace: Literal[False] = ...,
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool = ...,
ignore_index: bool = ...,
key: IndexKeyFunc = ...,
) -> Series:
...

@overload
def sort_index(
self,
*,
axis: Axis = ...,
level: Level | None = ...,
ascending: bool | Sequence[bool] = ...,
inplace: bool = ...,
kind: SortKind = ...,
na_position: NaPosition = ...,
sort_remaining: bool = ...,
ignore_index: bool = ...,
key: IndexKeyFunc = ...,
) -> Series | None:
...

# error: Signature of "sort_index" incompatible with supertype "NDFrame"
@deprecate_nonkeyword_arguments(version=None, allowed_args=["self"])
def sort_index( # type: ignore[override]
self,
axis: Axis = 0,
level: Level | None = None,
ascending: bool | Sequence[bool] = True,
inplace: bool = False,
kind: str = "quicksort",
na_position: str = "last",
kind: SortKind = "quicksort",
na_position: NaPosition = "last",
sort_remaining: bool = True,
ignore_index: bool = False,
key: IndexKeyFunc = None,
):
) -> Series | None:
"""
Sort Series by index labels.

Expand Down Expand Up @@ -3724,15 +3776,15 @@ def sort_index(
"""

return super().sort_index(
axis,
level,
ascending,
inplace,
kind,
na_position,
sort_remaining,
ignore_index,
key,
axis=axis,
level=level,
ascending=ascending,
inplace=inplace,
kind=kind,
na_position=na_position,
sort_remaining=sort_remaining,
ignore_index=ignore_index,
key=key,
)

def argsort(self, axis=0, kind="quicksort", order=None) -> Series:
Expand Down
18 changes: 13 additions & 5 deletions pandas/core/sorting.py
Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@
Hashable,
Iterable,
Sequence,
cast,
)
import warnings

Expand All @@ -22,7 +23,10 @@
from pandas._libs.hashtable import unique_label_indices
from pandas._typing import (
IndexKeyFunc,
Level,
NaPosition,
Shape,
SortKind,
npt,
)

Expand All @@ -47,10 +51,10 @@

def get_indexer_indexer(
target: Index,
level: str | int | list[str] | list[int],
ascending: Sequence[bool | int] | bool | int,
kind: str,
na_position: str,
level: Level | list[Level] | None,
ascending: Sequence[bool] | bool,
kind: SortKind,
na_position: NaPosition,
sort_remaining: bool,
key: IndexKeyFunc,
) -> npt.NDArray[np.intp] | None:
Expand Down Expand Up @@ -92,8 +96,12 @@ def get_indexer_indexer(
):
return None

# ascending can only be a Sequence for MultiIndex
indexer = nargsort(
target, kind=kind, ascending=ascending, na_position=na_position
target,
kind=kind,
ascending=cast(bool, ascending),
na_position=na_position,
)
return indexer

Expand Down