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Merged
jorenham merged 4 commits into from
Dec 25, 2025
Merged

👽️ gradual timedelta64 and datetime64 generic type parameter defaults #780

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be5b2bb
👽️ gradual `timedelta64` and `datetime64` generic type parameter defa…
jorenham Dec 24, 2025
04bd0c2
🐴 ignore many incorrect mypy errors in the static type tests
jorenham Dec 24, 2025
987a7ae
🐴 workarounds for mypy bugs in the generated tests
jorenham Dec 24, 2025
944e2b7
🐴 workaround for yet another mypy bug
jorenham Dec 25, 2025
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108 changes: 75 additions & 33 deletions src/numpy-stubs/@test/generated/scalar_ops_comparison.pyi
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4 changes: 2 additions & 2 deletions src/numpy-stubs/@test/generated/scalar_ops_modular.pyi
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20 changes: 9 additions & 11 deletions src/numpy-stubs/@test/runtime/legacy/arithmetic.py
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@@ -1,4 +1,4 @@
from typing import Self
from typing import Any, Self

import pytest

Expand Down Expand Up @@ -34,28 +34,28 @@ def __array__(
ret[()] = self
return ret

def __sub__(self, value: object) -> Self:
def __sub__(self, value: Any) -> Self:
return self

def __rsub__(self, value: object) -> Self:
def __rsub__(self, value: Any) -> Self:
return self

def __floordiv__(self, value: object) -> Self:
def __floordiv__(self, value: Any) -> Self:
return self

def __rfloordiv__(self, value: object) -> Self:
def __rfloordiv__(self, value: Any) -> Self:
return self

def __mul__(self, value: object) -> Self:
def __mul__(self, value: Any) -> Self:
return self

def __rmul__(self, value: object) -> Self:
def __rmul__(self, value: Any) -> Self:
return self

def __pow__(self, value: object) -> Self:
def __pow__(self, value: Any) -> Self:
return self

def __rpow__(self, value: object) -> Self:
def __rpow__(self, value: Any) -> Self:
return self


Expand Down Expand Up @@ -84,15 +84,13 @@ def __rpow__(self, value: object) -> Self:
AR_b - AR_LIKE_f
AR_b - AR_LIKE_c
AR_b - AR_LIKE_m
AR_b - AR_LIKE_O

AR_LIKE_u - AR_b
AR_LIKE_i - AR_b
AR_LIKE_f - AR_b
AR_LIKE_c - AR_b
AR_LIKE_m - AR_b
AR_LIKE_M - AR_b
AR_LIKE_O - AR_b

AR_u - AR_LIKE_b
AR_u - AR_LIKE_u
Expand Down
23 changes: 14 additions & 9 deletions src/numpy-stubs/@test/static/accept/arithmetic.pyi
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Expand Up @@ -27,28 +27,33 @@ AR_Any: _nt.Array

assert_type(m8 // m8, np.int64)
assert_type(m8 % m8, np.timedelta64)
assert_type(divmod(m8, m8), tuple[np.int64, np.timedelta64]) # pyright: ignore[reportArgumentType, reportAssertTypeFailure, reportCallIssue]
# mypy incorrectly infers this as "tuple[Any, ...]" but pyright behaves correctly
assert_type(divmod(m8, m8), tuple[np.int64, np.timedelta64]) # type: ignore[assert-type]

assert_type(M8_none + m8, np.datetime64[None])
# mypy incorrectly infers this as "timedelta64[Any]" but pyright behaves correctly
assert_type(M8_none - M8, np.timedelta64[None]) # type: ignore[assert-type]
# mypy incorrectly infers this as "datetime64[Any]" but pyright behaves correctly
assert_type(M8_none + m8, np.datetime64[None]) # type: ignore[assert-type]
assert_type(M8_none - m8, np.datetime64[None]) # type: ignore[assert-type]
assert_type(M8_none + i, np.datetime64[None])
assert_type(M8_none + i8, np.datetime64[None])
assert_type(M8_none - M8, np.timedelta64[None])
assert_type(M8_none - m8, np.datetime64[None])
assert_type(M8_none - i, np.datetime64[None])
assert_type(M8_none + i8, np.datetime64[None])
assert_type(M8_none - i8, np.datetime64[None])

assert_type(m8_none + m8, np.timedelta64[None])
# mypy incorrectly infers this as "timedelta64[Any]" but pyright behaves correctly
assert_type(m8_none + m8, np.timedelta64[None]) # type: ignore[assert-type]
assert_type(m8_none + i, np.timedelta64[None])
assert_type(m8_none + i8, np.timedelta64[None])
assert_type(m8_none - i, np.timedelta64[None])
assert_type(m8_none - i8, np.timedelta64[None])

assert_type(m8_int + i, np.timedelta64[int])
assert_type(m8_int + m8_delta, np.timedelta64[int])
assert_type(m8_int + m8, np.timedelta64[int | None])
assert_type(m8_int - i, np.timedelta64[int])
assert_type(m8_int + m8_delta, np.timedelta64[int])
assert_type(m8_int - m8_delta, np.timedelta64[int])
assert_type(m8_int - m8, np.timedelta64[int | None])
# mypy incorrectly infers this as "timedelta64[Any]" but pyright behaves correctly
assert_type(m8_int + m8, np.timedelta64[int]) # type: ignore[assert-type]
assert_type(m8_int - m8, np.timedelta64[int]) # type: ignore[assert-type]

assert_type(m8_delta + date, dt.date)
assert_type(m8_delta + time, dt.datetime)
Expand Down
3 changes: 2 additions & 1 deletion src/numpy-stubs/@test/static/accept/array_constructors.pyi
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Expand Up @@ -106,7 +106,8 @@ assert_type(np.arange(10.0), _nt.Array1D[np.float64 | Any])
assert_type(np.arange(0, stop=10.0), _nt.Array1D[np.float64 | Any])
assert_type(np.arange(np.timedelta64(0)), _nt.Array1D[np.timedelta64[Any]])
assert_type(np.arange(0, np.timedelta64(10)), _nt.Array1D[np.timedelta64[Any]])
assert_type(np.arange(np.datetime64("0"), np.datetime64("10")), _nt.Array1D[np.datetime64[Any]])
# mypy incorrectly infers this as "ndarray[Any, Any]" but pyright behaves correctly
assert_type(np.arange(np.datetime64("0"), np.datetime64("10")), _nt.Array1D[np.datetime64[Any]]) # type: ignore[assert-type]
assert_type(np.arange(10, dtype=np.float64), _nt.Array1D[np.float64 | Any])
assert_type(np.arange(0, 10, step=2, dtype=np.int16), _nt.Array1D[np.int16])
assert_type(np.arange(10, dtype=int), _nt.Array1D[np.int_])
Expand Down
12 changes: 8 additions & 4 deletions src/numpy-stubs/@test/static/accept/arraysetops.pyi
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Expand Up @@ -15,15 +15,17 @@ AR_LIKE_i_: list[int]

assert_type(np.intersect1d(AR_i_, AR_i_), _nt.Array1D[np.intp])
assert_type(np.intersect1d(AR_f8, AR_i_), _nt.Array1D[np.float64])
assert_type(np.intersect1d(AR_M, AR_M, assume_unique=True), _nt.Array1D[np.datetime64])
# mypy incorrectly infers this as "ndarray[Any, Any]" but pyright behaves correctly
assert_type(np.intersect1d(AR_M, AR_M, assume_unique=True), _nt.Array1D[np.datetime64]) # type: ignore[assert-type]
assert_type(
np.intersect1d(AR_f8, AR_f8, return_indices=True),
tuple[_nt.Array1D[np.float64], _nt.Array1D[np.intp], _nt.Array1D[np.intp]],
)

assert_type(np.union1d(AR_i_, AR_i_), _nt.Array1D[np.intp])
assert_type(np.union1d(AR_f8, AR_i_), _nt.Array1D[np.float64])
assert_type(np.union1d(AR_M, AR_M), _nt.Array1D[np.datetime64])
# mypy incorrectly infers this as "ndarray[Any, Any]" but pyright behaves correctly
assert_type(np.union1d(AR_M, AR_M), _nt.Array1D[np.datetime64]) # type: ignore[assert-type]

assert_type(np.ediff1d(AR_b), _nt.Array1D[np.int8])
assert_type(np.ediff1d(AR_M), _nt.Array1D[np.timedelta64])
Expand All @@ -33,11 +35,13 @@ assert_type(np.ediff1d(AR_LIKE_i_, to_begin=[0, 1]), _nt.Array1D[np.intp])

assert_type(np.setxor1d(AR_i_, AR_i_), _nt.Array1D[np.intp])
assert_type(np.setxor1d(AR_f8, AR_i_), _nt.Array1D[np.float64])
assert_type(np.setxor1d(AR_M, AR_M, assume_unique=True), _nt.Array1D[np.datetime64])
# mypy incorrectly infers this as "ndarray[Any, Any]" but pyright behaves correctly
assert_type(np.setxor1d(AR_M, AR_M, assume_unique=True), _nt.Array1D[np.datetime64]) # type: ignore[assert-type]

assert_type(np.setdiff1d(AR_i_, AR_i_), _nt.Array1D[np.intp])
assert_type(np.setdiff1d(AR_f8, AR_i_), _nt.Array1D[np.float64])
assert_type(np.setdiff1d(AR_M, AR_M, assume_unique=True), _nt.Array1D[np.datetime64])
# mypy incorrectly infers this as "ndarray[Any, Any]" but pyright behaves correctly
assert_type(np.setdiff1d(AR_M, AR_M, assume_unique=True), _nt.Array1D[np.datetime64]) # type: ignore[assert-type]

assert_type(np.isin(AR_i_, AR_i_), _nt.Array[np.bool])
assert_type(np.isin(AR_f8, AR_i_), _nt.Array[np.bool])
Expand Down
3 changes: 2 additions & 1 deletion src/numpy-stubs/@test/static/accept/comparisons.pyi
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Expand Up @@ -45,7 +45,8 @@ assert_type(i8 > [decimal.Decimal("1.5")], BoolND)
###
# Time structures

assert_type(dt > dt, np.bool)
# mypy incorrectly infers this as "Any" but pyright behaves correctly
assert_type(dt > dt, np.bool) # type: ignore[assert-type]

assert_type(td > td, np.bool)
assert_type(td > i, np.bool)
Expand Down
3 changes: 2 additions & 1 deletion src/numpy-stubs/@test/static/accept/fromnumeric.pyi
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Expand Up @@ -317,7 +317,8 @@ assert_type(np.around(AR_f4, out=AR_subclass), NDArraySubclass)
assert_type(np.mean(AR_b1), np.floating)
assert_type(np.mean(AR_i8), np.floating)
assert_type(np.mean(AR_f4), np.floating)
assert_type(np.mean(AR_m), np.timedelta64)
# mypy incorrectly infers this as "Any" but pyright behaves correctly
assert_type(np.mean(AR_m), np.timedelta64) # type: ignore[assert-type]
assert_type(np.mean(AR_c16), np.complexfloating)
assert_type(np.mean(AR_O), Any)
assert_type(np.mean(AR_f4, axis=0), Any)
Expand Down
7 changes: 5 additions & 2 deletions src/numpy-stubs/@test/static/accept/lib_function_base.pyi
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Expand Up @@ -139,7 +139,9 @@ assert_type(np.sinc(AR_c16), _nt.Array[np.complexfloating])

assert_type(np.median(AR_f8, keepdims=False), np.floating)
assert_type(np.median(AR_c16, overwrite_input=True), np.complexfloating)
assert_type(np.median(AR_m), np.timedelta64)

# mypy incorrectly infers this as "Any" but pyright behaves correctly
assert_type(np.median(AR_m), np.timedelta64) # type: ignore[assert-type]
assert_type(np.median(AR_O), Any)
assert_type(np.median(AR_f8, keepdims=True), Any)
assert_type(np.median(AR_c16, axis=0), Any)
Expand Down Expand Up @@ -204,7 +206,8 @@ assert_type(np.trapezoid(AR_i8, AR_f8), np.float64 | _nt.Array[np.float64])
assert_type(np.trapezoid(AR_f8, AR_i8), np.float64 | _nt.Array[np.float64])
assert_type(np.trapezoid(AR_c16), np.complex128 | _nt.Array[np.complex128])
assert_type(np.trapezoid(AR_c16, AR_c16), np.complex128 | _nt.Array[np.complex128])
assert_type(np.trapezoid(AR_m), np.timedelta64 | _nt.Array[np.timedelta64])
# mypy incorrectly infers this as "Any" but pyright behaves correctly
assert_type(np.trapezoid(AR_m), np.timedelta64 | _nt.Array[np.timedelta64]) # type: ignore[assert-type]
assert_type(np.trapezoid(AR_O), Any)
assert_type(np.trapezoid(AR_O, AR_LIKE_f), Any)

Expand Down
22 changes: 13 additions & 9 deletions src/numpy-stubs/@test/static/accept/mod.pyi
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Expand Up @@ -32,8 +32,9 @@ AR_m: _nt.Array[np.timedelta64]
assert_type(m % m, np.timedelta64)
assert_type(m % m_nat, np.timedelta64[None])
assert_type(m % m_int0, np.timedelta64[None])
assert_type(m % m_int, np.timedelta64[int | None])
assert_type(m_nat % m, np.timedelta64[None])
assert_type(m % m_int, np.timedelta64)
# mypy incorrectly infers this as "timedelta64[Any]", but pyright behaves correctly
assert_type(m_nat % m, np.timedelta64[None]) # type: ignore[assert-type]
assert_type(m_int % m_nat, np.timedelta64[None])
assert_type(m_int % m_int0, np.timedelta64[None])
assert_type(m_int % m_int, np.timedelta64[int | None])
Expand All @@ -46,19 +47,22 @@ assert_type(m_td % m_td, np.timedelta64[dt.timedelta | None])
assert_type(AR_m % m, _nt.Array[np.timedelta64])
assert_type(m % AR_m, _nt.Array[np.timedelta64])

# mypy incorrectly infers this as "tuple[Any, ...]", but pyright behaves correctly (surprisingly)
assert_type(divmod(m, m), tuple[np.int64, np.timedelta64]) # type: ignore[assert-type]
assert_type(divmod(m, m_nat), tuple[np.int64, np.timedelta64]) # type: ignore[assert-type]
assert_type(divmod(m, m_int0), tuple[np.int64, np.timedelta64]) # type: ignore[assert-type]
assert_type(divmod(m, m_int), tuple[np.int64, np.timedelta64])
# mypy incorrectly infers this as "tuple[Any, ...]" but pyright behaves correctly
assert_type(divmod(m_nat, m), tuple[np.int64, np.timedelta64[None]]) # type: ignore[assert-type]
assert_type(divmod(m_int, m_nat), tuple[np.int64, np.timedelta64[None]])
assert_type(divmod(m_int, m_int0), tuple[np.int64, np.timedelta64[None]])

# NOTE: The pyright ignores are the consequence of a pernicious bug in pyright
# (microsoft/pyright#9896, microsoft/pyright#10849, microsoft/pyright#10899) that
# causes incorrect behavior in certain functions that accept generic protocols with
# overloaded methods. Even though mypy also isn't fully correct here, it will at least
# not falsely reject valid calls, and has no problems with any of the following tests.

assert_type(divmod(m, m), tuple[np.int64, np.timedelta64]) # pyright: ignore[reportArgumentType, reportAssertTypeFailure, reportCallIssue]
assert_type(divmod(m, m_nat), tuple[np.int64, np.timedelta64[None]])
assert_type(divmod(m, m_int0), tuple[np.int64, np.timedelta64[None]])
assert_type(divmod(m, m_int), tuple[np.int64, np.timedelta64[int | None]]) # pyright: ignore[reportArgumentType, reportAssertTypeFailure, reportCallIssue]
assert_type(divmod(m_nat, m), tuple[np.int64, np.timedelta64[None]])
assert_type(divmod(m_int, m_nat), tuple[np.int64, np.timedelta64[None]])
assert_type(divmod(m_int, m_int0), tuple[np.int64, np.timedelta64[None]])
assert_type(divmod(m_int, m_int), tuple[np.int64, np.timedelta64[int | None]]) # pyright: ignore[reportArgumentType, reportAssertTypeFailure, reportCallIssue]
assert_type(divmod(m_int, m_td), tuple[np.int64, np.timedelta64[int | None]]) # pyright: ignore[reportArgumentType, reportAssertTypeFailure, reportCallIssue]
assert_type(divmod(m_td, m_nat), tuple[np.int64, np.timedelta64[None]])
Expand Down
7 changes: 4 additions & 3 deletions src/numpy-stubs/@test/static/accept/multiarray.pyi
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Expand Up @@ -157,9 +157,10 @@ assert_type(np.busday_count("2011-01", "2011-02"), np.int_)
assert_type(np.busday_count(["2011-01"], "2011-02"), _nt.Array[np.int_])
assert_type(np.busday_count(["2011-01"], date_scalar), _nt.Array[np.int_])

assert_type(np.busday_offset(date_scalar, m), np.datetime64[dt.datetime])
assert_type(np.busday_offset(M, m), np.datetime64[dt.datetime])
assert_type(np.busday_offset(M, 5), np.datetime64[dt.datetime])
# mypy incorrectly infers this as "Any" but pyright behaves correctly
assert_type(np.busday_offset(date_scalar, m), np.datetime64[dt.datetime]) # type: ignore[assert-type]
assert_type(np.busday_offset(M, m), np.datetime64[dt.datetime]) # type: ignore[assert-type]
assert_type(np.busday_offset(M, 5), np.datetime64[dt.datetime]) # type: ignore[assert-type]
assert_type(np.busday_offset(AR_M, m), _nt.Array[np.datetime64[dt.datetime]])
assert_type(np.busday_offset(M, timedelta_seq), _nt.Array[np.datetime64[dt.datetime]])
assert_type(np.busday_offset("2011-01", 1, roll="forward"), np.datetime64[dt.datetime])
Expand Down
9 changes: 6 additions & 3 deletions src/numpy-stubs/@test/static/accept/numeric.pyi
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Expand Up @@ -44,7 +44,8 @@ assert_type(np.correlate(AR_b, AR_u8), _nt.Array1D[np.unsignedinteger])
assert_type(np.correlate(AR_i8, AR_b), _nt.Array1D[np.signedinteger])
assert_type(np.correlate(AR_i8, AR_f8), _nt.Array1D[np.floating])
assert_type(np.correlate(AR_i8, AR_c16), _nt.Array1D[np.complexfloating])
assert_type(np.correlate(AR_i8, AR_m), _nt.Array1D[np.timedelta64])
# mypy incorrectly infers this as "ndarray[Any, Any]", but pyright behaves correctly
assert_type(np.correlate(AR_i8, AR_m), _nt.Array1D[np.timedelta64]) # type: ignore[assert-type]
assert_type(np.correlate(AR_O, AR_O), _nt.Array1D[np.object_])

assert_type(np.convolve(ints, AR_i8, mode="valid"), _nt.Array1D[np.signedinteger])
Expand All @@ -54,7 +55,8 @@ assert_type(np.convolve(AR_b, AR_u8), _nt.Array1D[np.unsignedinteger])
assert_type(np.convolve(AR_i8, AR_b), _nt.Array1D[np.signedinteger])
assert_type(np.convolve(AR_i8, AR_f8), _nt.Array1D[np.floating])
assert_type(np.convolve(AR_i8, AR_c16), _nt.Array1D[np.complexfloating])
assert_type(np.convolve(AR_i8, AR_m), _nt.Array1D[np.timedelta64])
# mypy incorrectly infers this as "ndarray[Any, Any]", but pyright behaves correctly
assert_type(np.convolve(AR_i8, AR_m), _nt.Array1D[np.timedelta64]) # type: ignore[assert-type]
assert_type(np.convolve(AR_O, AR_O), _nt.Array1D[np.object_])

assert_type(np.outer(i8, AR_i8), _nt.Array2D[np.signedinteger])
Expand All @@ -78,7 +80,8 @@ assert_type(np.tensordot(AR_b, AR_u8), _nt.Array[np.unsignedinteger])
assert_type(np.tensordot(AR_i8, AR_b), _nt.Array[np.signedinteger])
assert_type(np.tensordot(AR_i8, AR_f8), _nt.Array[np.floating])
assert_type(np.tensordot(AR_i8, AR_c16), _nt.Array[np.complexfloating])
assert_type(np.tensordot(AR_i8, AR_m), _nt.Array[np.timedelta64])
# mypy incorrectly infers this as "ndarray[Any, Any]", but pyright behaves correctly
assert_type(np.tensordot(AR_i8, AR_m), _nt.Array[np.timedelta64]) # type: ignore[assert-type]
assert_type(np.tensordot(AR_O, AR_O), _nt.Array[np.object_])

assert_type(np.isscalar(i8), bool)
Expand Down
9 changes: 5 additions & 4 deletions src/numpy-stubs/@test/static/accept/ufuncs.pyi
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Expand Up @@ -51,10 +51,11 @@ assert_type(np.isnat(dt64), np.bool_)
assert_type(np.isnat(td64), np.bool_)
assert_type(np.isnat([td64, td64]), _nt.Array[np.bool_])
assert_type(np.isnat([td64, td64], out=AR_bool), _nt.Array[np.bool_])
assert_type(np.isnat(AR_dt64), _nt.Array[np.bool_])
assert_type(np.isnat(AR_td64), _nt.Array[np.bool_])
assert_type(np.isnat(AR_dt64, out=AR_bool), _nt.Array[np.bool_])
assert_type(np.isnat(AR_td64, out=AR_bool), _nt.Array[np.bool_])
# mypy incorrectly infers the return type as "Any" here, but pyright is correct
assert_type(np.isnat(AR_dt64), _nt.Array[np.bool_]) # type: ignore[assert-type]
assert_type(np.isnat(AR_td64), _nt.Array[np.bool_]) # type: ignore[assert-type]
assert_type(np.isnat(AR_dt64, out=AR_bool), _nt.Array[np.bool_]) # type: ignore[assert-type]
assert_type(np.isnat(AR_td64, out=AR_bool), _nt.Array[np.bool_]) # type: ignore[assert-type]

assert_type(np.isinf(f8), np.bool_)
assert_type(np.isinf(AR_f8), _nt.Array[np.bool_])
Expand Down
6 changes: 0 additions & 6 deletions src/numpy-stubs/@test/static/reject/arithmetic.pyi
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Expand Up @@ -43,12 +43,7 @@ AR_LIKE_m - AR_M # type: ignore[operator] # pyright: ignore[reportOperatorIssu

# array floor division

AR_M // AR_LIKE_b # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_u # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_i # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_f # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_c # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_m # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_M # type: ignore[operator] # pyright: ignore[reportOperatorIssue]

AR_b // AR_LIKE_M # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
Expand All @@ -59,7 +54,6 @@ AR_c // AR_LIKE_M # type: ignore[operator] # pyright: ignore[reportOperatorIss
AR_m // AR_LIKE_M # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_M // AR_LIKE_M # type: ignore[operator] # pyright: ignore[reportOperatorIssue]

AR_m // AR_LIKE_b # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
AR_m // AR_LIKE_c # type: ignore[operator] # pyright: ignore[reportOperatorIssue]

AR_b // AR_LIKE_m # type: ignore[operator] # pyright: ignore[reportOperatorIssue]
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