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5 changes: 4 additions & 1 deletion pandas-stubs/_libs/tslibs/timestamps.pyi
Original file line number Diff line number Diff line change
Expand Up @@ -11,6 +11,7 @@ from time import struct_time
from typing import (
ClassVar,
Literal,
SupportsIndex,
overload,
)

Expand Down Expand Up @@ -48,7 +49,7 @@ _Nonexistent: TypeAlias = (
Literal["raise", "NaT", "shift_backward", "shift_forward"] | Timedelta | timedelta
)

class Timestamp(datetime):
class Timestamp(datetime, SupportsIndex):
min: ClassVar[Timestamp] # pyright: ignore[reportIncompatibleVariableOverride]
max: ClassVar[Timestamp] # pyright: ignore[reportIncompatibleVariableOverride]

Expand Down Expand Up @@ -309,3 +310,5 @@ class Timestamp(datetime):
@property
def unit(self) -> TimeUnit: ...
def as_unit(self, unit: TimeUnit, round_ok: bool = ...) -> Self: ...
# To support slicing
def __index__(self) -> int: ...
51 changes: 39 additions & 12 deletions pandas-stubs/core/frame.pyi
Original file line number Diff line number Diff line change
Expand Up @@ -9,10 +9,12 @@ from collections.abc import (
)
import datetime as dt
from re import Pattern
import sys
from typing import (
Any,
ClassVar,
Literal,
NoReturn,
overload,
)

Expand Down Expand Up @@ -112,6 +114,7 @@ from pandas._typing import (
ReplaceMethod,
Scalar,
ScalarT,
SequenceNotStr,
SeriesByT,
SortKind,
StataDateFormat,
Expand Down Expand Up @@ -193,7 +196,11 @@ class _LocIndexerFrame(_LocIndexer):
def __getitem__( # type: ignore[overload-overlap] # pyright: ignore[reportOverlappingOverload]
self,
idx: tuple[
int | StrLike | tuple[Scalar, ...] | Callable[[DataFrame], ScalarT],
int
| StrLike
| Timestamp
| tuple[Scalar, ...]
| Callable[[DataFrame], ScalarT],
int | StrLike | tuple[Scalar, ...],
],
) -> Scalar: ...
Expand All @@ -206,6 +213,7 @@ class _LocIndexerFrame(_LocIndexer):
IndexType
| MaskType
| _IndexSliceTuple
| SequenceNotStr[float | str | Timestamp]
| Callable[
[DataFrame], ScalarT | list[HashableT] | IndexType | MaskType
],
Expand All @@ -219,7 +227,9 @@ class _LocIndexerFrame(_LocIndexer):
@overload
def __setitem__(
self,
idx: MaskType | StrLike | _IndexSliceTuple | list[ScalarT] | IndexingInt,
idx: (
MaskType | StrLike | _IndexSliceTuple | list[ScalarT] | IndexingInt | slice
),
value: Scalar | NAType | NaTType | ArrayLike | Series | DataFrame | list | None,
) -> None: ...
@overload
Expand All @@ -229,8 +239,32 @@ class _LocIndexerFrame(_LocIndexer):
value: Scalar | NAType | NaTType | ArrayLike | Series | list | None,
) -> None: ...

class DataFrame(NDFrame, OpsMixin):
__hash__: ClassVar[None] # type: ignore[assignment]
# With mypy 1.14.1 and python 3.12, the second overload needs a type-ignore statement
if sys.version_info >= (3, 12):
class _GetItemHack:
@overload
def __getitem__(self, key: Scalar | tuple[Hashable, ...]) -> Series: ... # type: ignore[overload-overlap] # pyright: ignore[reportOverlappingOverload]
@overload
def __getitem__( # type: ignore[overload-overlap] # pyright: ignore[reportOverlappingOverload]
self, key: Iterable[Hashable] | slice
) -> DataFrame: ...
@overload
def __getitem__(self, key: Hashable) -> Series: ...

else:
class _GetItemHack:
@overload
def __getitem__(self, key: Scalar | tuple[Hashable, ...]) -> Series: ... # type: ignore[overload-overlap] # pyright: ignore[reportOverlappingOverload]
@overload
def __getitem__( # pyright: ignore[reportOverlappingOverload]
self, key: Iterable[Hashable] | slice
) -> DataFrame: ...
@overload
def __getitem__(self, key: Hashable) -> Series: ...

class DataFrame(NDFrame, OpsMixin, _GetItemHack):

__hash__: ClassVar[None] # type: ignore[assignment] # pyright: ignore[reportIncompatibleMethodOverride]

@overload
def __new__(
Expand Down Expand Up @@ -607,14 +641,6 @@ class DataFrame(NDFrame, OpsMixin):
@property
def T(self) -> DataFrame: ...
def __getattr__(self, name: str) -> Series: ...
@overload
def __getitem__(self, key: Scalar | tuple[Hashable, ...]) -> Series: ... # type: ignore[overload-overlap] # pyright: ignore[reportOverlappingOverload]
@overload
def __getitem__( # pyright: ignore[reportOverlappingOverload]
self, key: Iterable[Hashable] | slice
) -> DataFrame: ...
@overload
def __getitem__(self, key: Hashable) -> Series: ...
def isetitem(
self, loc: int | Sequence[int], value: Scalar | ArrayLike | list[Any]
) -> None: ...
Expand Down Expand Up @@ -2453,6 +2479,7 @@ class DataFrame(NDFrame, OpsMixin):
) -> Self: ...
def __truediv__(self, other: float | DataFrame | Series | Sequence) -> Self: ...
def __rtruediv__(self, other: float | DataFrame | Series | Sequence) -> Self: ...
def __bool__(self) -> NoReturn: ...

class _PandasNamedTuple(tuple[Any, ...]):
def __getattr__(self, field: str) -> Scalar: ...
23 changes: 20 additions & 3 deletions pandas-stubs/core/series.pyi
Original file line number Diff line number Diff line change
Expand Up @@ -13,11 +13,13 @@ from datetime import (
time,
timedelta,
)
from pathlib import Path
from typing import (
Any,
ClassVar,
Generic,
Literal,
NoReturn,
overload,
)

Expand Down Expand Up @@ -139,6 +141,7 @@ from pandas._typing import (
ReplaceMethod,
Scalar,
ScalarT,
SequenceNotStr,
SeriesByT,
SortKind,
StrDtypeArg,
Expand Down Expand Up @@ -195,8 +198,7 @@ class _LocIndexerSeries(_LocIndexer, Generic[S1]):
idx: (
MaskType
| Index
| Sequence[float]
| list[str]
| SequenceNotStr[float | str | Timestamp]
| slice
| _IndexSliceTuple
| Sequence[_IndexSliceTuple]
Expand All @@ -208,7 +210,7 @@ class _LocIndexerSeries(_LocIndexer, Generic[S1]):
@overload
def __setitem__(
self,
idx: Index | MaskType,
idx: Index | MaskType | slice,
value: S1 | ArrayLike | Series[S1] | None,
) -> None: ...
@overload
Expand Down Expand Up @@ -1030,6 +1032,14 @@ class Series(IndexOpsMixin[S1], NDFrame):
**kwds,
) -> Series: ...
@overload
def apply(
self,
func: Callable[..., BaseOffset],
convertDType: _bool = ...,
args: tuple = ...,
**kwds,
) -> OffsetSeries: ...
@overload
def apply(
self,
func: Callable[..., Series],
Expand Down Expand Up @@ -1640,6 +1650,9 @@ class Series(IndexOpsMixin[S1], NDFrame):
self, other: int | np_ndarray_anyint | Series[int]
) -> Series[int]: ...
def __rsub__(self, other: num | _ListLike | Series[S1]) -> Series: ...
@overload
def __rtruediv__(self, other: Path) -> Series: ...
@overload
def __rtruediv__(self, other: num | _ListLike | Series[S1]) -> Series: ...
# ignore needed for mypy as we want different results based on the arguments
@overload # type: ignore[override]
Expand All @@ -1666,6 +1679,9 @@ class Series(IndexOpsMixin[S1], NDFrame):
) -> TimedeltaSeries: ...
@overload
def __sub__(self, other: num | _ListLike | Series) -> Series: ...
@overload
def __truediv__(self, other: Path) -> Series: ...
@overload
def __truediv__(self, other: num | _ListLike | Series[S1]) -> Series: ...
# ignore needed for mypy as we want different results based on the arguments
@overload # type: ignore[override]
Expand Down Expand Up @@ -2144,6 +2160,7 @@ class Series(IndexOpsMixin[S1], NDFrame):
level: Level | None = ...,
drop_level: _bool = ...,
) -> Self: ...
def __bool__(self) -> NoReturn: ...

class TimestampSeries(Series[Timestamp]):
@property
Expand Down
4 changes: 2 additions & 2 deletions pyproject.toml
Original file line number Diff line number Diff line change
Expand Up @@ -33,11 +33,11 @@ types-pytz = ">= 2022.1.1"
numpy = ">= 1.23.5"

[tool.poetry.group.dev.dependencies]
mypy = "1.13.0"
mypy = "1.14.1"
pandas = "2.2.3"
pyarrow = ">=10.0.1"
pytest = ">=7.1.2"
pyright = ">= 1.1.390"
pyright = ">= 1.1.391"
poethepoet = ">=0.16.5"
loguru = ">=0.6.0"
typing-extensions = ">=4.4.0"
Expand Down
62 changes: 37 additions & 25 deletions tests/test_frame.py
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,6 @@
Iterator,
Mapping,
MutableMapping,
Sequence,
)
import csv
import datetime
Expand Down Expand Up @@ -39,7 +38,6 @@
from pandas.core.series import Series
import pytest
from typing_extensions import (
Never,
TypeAlias,
assert_never,
assert_type,
Expand Down Expand Up @@ -2409,14 +2407,12 @@ def test_indexslice_getitem():
.set_index(["x", "y"])
)
ind = pd.Index([2, 3])
# This next test is written this way to support both mypy 1.13 and newer
# versions of mypy and pyright that treat slice as a Generic due to
# a change in typeshed.
# Once pyright 1.1.390 and mypy 1.14 are released, the test can be
# reverted to the standard form.
# check(assert_type(pd.IndexSlice[ind, :], tuple["pd.Index[int]", slice]), tuple)
tmp = cast(tuple["pd.Index[int]", slice], pd.IndexSlice[ind, :]) # type: ignore[redundant-cast]
check(assert_type(tmp, tuple["pd.Index[int]", slice]), tuple)
check(
assert_type(
pd.IndexSlice[ind, :], tuple["pd.Index[int]", "slice[None, None, None]"]
),
tuple,
)
check(assert_type(df.loc[pd.IndexSlice[ind, :]], pd.DataFrame), pd.DataFrame)
check(assert_type(df.loc[pd.IndexSlice[1:2]], pd.DataFrame), pd.DataFrame)
check(
Expand Down Expand Up @@ -3765,22 +3761,38 @@ def test_info() -> None:
check(assert_type(df.info(show_counts=None), None), type(None))


def test_series_typed_dict() -> None:
"""Test that no error is raised when constructing a series from a typed dict."""
def test_frame_single_slice() -> None:
# GH 572
df = pd.DataFrame([1, 2, 3])
check(assert_type(df.loc[:], pd.DataFrame), pd.DataFrame)

class MyDict(TypedDict):
a: str
b: str
df.loc[:] = 1 + df

my_dict = MyDict(a="", b="")
sr = pd.Series(my_dict)
check(assert_type(sr, pd.Series), pd.Series)

def test_frame_index_timestamp() -> None:
# GH 620
dt1 = pd.to_datetime("2023-05-01")
dt2 = pd.to_datetime("2023-05-02")
s = pd.Series([1, 2], index=[dt1, dt2])
df = pd.DataFrame(s)
# Next result is Series or DataFrame because the index could be a MultiIndex
check(assert_type(df.loc[dt1, :], pd.Series | pd.DataFrame), pd.Series)
check(assert_type(df.loc[[dt1], :], pd.DataFrame), pd.DataFrame)
df2 = pd.DataFrame({"x": s})
check(assert_type(df2.loc[dt1, "x"], Scalar), np.integer)
check(assert_type(df2.loc[[dt1], "x"], pd.Series), pd.Series, np.integer)

def test_series_empty_dtype() -> None:
"""Test for the creation of a Series from an empty list GH571 to map to a Series[Any]."""
new_tab: Sequence[Never] = [] # need to be typehinted to please mypy
check(assert_type(pd.Series(new_tab), "pd.Series[Any]"), pd.Series)
check(assert_type(pd.Series([]), "pd.Series[Any]"), pd.Series)
# ensure that an empty string does not get matched to Sequence[Never]
check(assert_type(pd.Series(""), "pd.Series[str]"), pd.Series)

def test_frame_bool_fails() -> None:
# GH 663

df = pd.DataFrame({"a": [1, 2, 3], "b": [4, 5, 6]})

try:
# We want the type checker to tell us the next line is invalid
# mypy doesn't seem to figure that out, but pyright does
if df == "foo": # pyright: ignore[reportGeneralTypeIssues]
# Next line is unreachable.
s = df["a"]
except ValueError:
pass
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