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TYP: add explicit types for np.quantile #29305

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Merged
jorenham merged 2 commits into from
Jul 2, 2025
Merged

TYP: add explicit types for np.quantile #29305

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7f06456
add explicit type stubs for quantile
inventshah Jul 2, 2025
3860832
MNT: add percentile/quantile sync notice
inventshah Jul 2, 2025
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161 changes: 158 additions & 3 deletions numpy/lib/_function_base_impl.pyi
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Original file line number Diff line number Diff line change
Expand Up @@ -615,6 +615,7 @@ _MethodKind = L[
"nearest",
]

# NOTE: keep in sync with `quantile`
@overload
def percentile(
a: _ArrayLikeFloat_co,
Expand Down Expand Up @@ -772,9 +773,163 @@ def percentile(
weights: _ArrayLikeFloat_co | None = ...,
) -> _ArrayT: ...

# NOTE: Not an alias, but they do have identical signatures
# (that we can reuse)
quantile = percentile
# NOTE: keep in sync with `percentile`
@overload
def quantile(
a: _ArrayLikeFloat_co,
q: _FloatLike_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> floating: ...
@overload
def quantile(
a: _ArrayLikeComplex_co,
q: _FloatLike_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> complexfloating: ...
@overload
def quantile(
a: _ArrayLikeTD64_co,
q: _FloatLike_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> timedelta64: ...
@overload
def quantile(
a: _ArrayLikeDT64_co,
q: _FloatLike_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> datetime64: ...
@overload
def quantile(
a: _ArrayLikeObject_co,
q: _FloatLike_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> Any: ...
@overload
def quantile(
a: _ArrayLikeFloat_co,
q: _ArrayLikeFloat_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> NDArray[floating]: ...
@overload
def quantile(
a: _ArrayLikeComplex_co,
q: _ArrayLikeFloat_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> NDArray[complexfloating]: ...
@overload
def quantile(
a: _ArrayLikeTD64_co,
q: _ArrayLikeFloat_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> NDArray[timedelta64]: ...
@overload
def quantile(
a: _ArrayLikeDT64_co,
q: _ArrayLikeFloat_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> NDArray[datetime64]: ...
@overload
def quantile(
a: _ArrayLikeObject_co,
q: _ArrayLikeFloat_co,
axis: None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: L[False] = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> NDArray[object_]: ...
@overload
def quantile(
a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeDT64_co | _ArrayLikeObject_co,
q: _ArrayLikeFloat_co,
axis: _ShapeLike | None = ...,
out: None = ...,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: bool = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> Any: ...
@overload
def quantile(
a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeDT64_co | _ArrayLikeObject_co,
q: _ArrayLikeFloat_co,
axis: _ShapeLike | None,
out: _ArrayT,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: bool = ...,
*,
weights: _ArrayLikeFloat_co | None = ...,
) -> _ArrayT: ...
@overload
def quantile(
a: _ArrayLikeComplex_co | _ArrayLikeTD64_co | _ArrayLikeDT64_co | _ArrayLikeObject_co,
q: _ArrayLikeFloat_co,
axis: _ShapeLike | None = ...,
*,
out: _ArrayT,
overwrite_input: bool = ...,
method: _MethodKind = ...,
keepdims: bool = ...,
weights: _ArrayLikeFloat_co | None = ...,
) -> _ArrayT: ...

_ScalarT_fm = TypeVar(
"_ScalarT_fm",
Expand Down
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