import sys import numpy as np b: np.bool_ u8: np.uint64 i8: np.int64 f8: np.float64 c8: np.complex64 c16: np.complex128 m: np.timedelta64 U: np.str_ S: np.bytes_ V: np.void reveal_type(c8.real) # E: {float32} reveal_type(c8.imag) # E: {float32} reveal_type(c8.real.real) # E: {float32} reveal_type(c8.real.imag) # E: {float32} reveal_type(c8.itemsize) # E: int reveal_type(c8.shape) # E: Tuple[] reveal_type(c8.strides) # E: Tuple[] reveal_type(c8.ndim) # E: Literal[0] reveal_type(c8.size) # E: Literal[1] reveal_type(c8.squeeze()) # E: {complex64} reveal_type(c8.byteswap()) # E: {complex64} reveal_type(c8.transpose()) # E: {complex64} reveal_type(c8.dtype) # E: dtype[{complex64}] reveal_type(c8.real) # E: {float32} reveal_type(c16.imag) # E: {float64} reveal_type(np.unicode_('foo')) # E: str_ reveal_type(np.str0('foo')) # E: str_ reveal_type(V[0]) # E: Any reveal_type(V["field1"]) # E: Any reveal_type(V[["field1", "field2"]]) # E: void V[0] = 5 # Aliases reveal_type(np.unicode_()) # E: str_ reveal_type(np.str0()) # E: str_ reveal_type(np.bool8()) # E: bool_ reveal_type(np.bytes0()) # E: bytes_ reveal_type(np.string_()) # E: bytes_ reveal_type(np.object0()) # E: object_ reveal_type(np.void0(0)) # E: void reveal_type(np.byte()) # E: {byte} reveal_type(np.short()) # E: {short} reveal_type(np.intc()) # E: {intc} reveal_type(np.intp()) # E: {intp} reveal_type(np.int0()) # E: {intp} reveal_type(np.int_()) # E: {int_} reveal_type(np.longlong()) # E: {longlong} reveal_type(np.ubyte()) # E: {ubyte} reveal_type(np.ushort()) # E: {ushort} reveal_type(np.uintc()) # E: {uintc} reveal_type(np.uintp()) # E: {uintp} reveal_type(np.uint0()) # E: {uintp} reveal_type(np.uint()) # E: {uint} reveal_type(np.ulonglong()) # E: {ulonglong} reveal_type(np.half()) # E: {half} reveal_type(np.single()) # E: {single} reveal_type(np.double()) # E: {double} reveal_type(np.float_()) # E: {double} reveal_type(np.longdouble()) # E: {longdouble} reveal_type(np.longfloat()) # E: {longdouble} reveal_type(np.csingle()) # E: {csingle} reveal_type(np.singlecomplex()) # E: {csingle} reveal_type(np.cdouble()) # E: {cdouble} reveal_type(np.complex_()) # E: {cdouble} reveal_type(np.cfloat()) # E: {cdouble} reveal_type(np.clongdouble()) # E: {clongdouble} reveal_type(np.clongfloat()) # E: {clongdouble} reveal_type(np.longcomplex()) # E: {clongdouble} reveal_type(b.item()) # E: bool reveal_type(i8.item()) # E: int reveal_type(u8.item()) # E: int reveal_type(f8.item()) # E: float reveal_type(c16.item()) # E: complex reveal_type(U.item()) # E: str reveal_type(S.item()) # E: bytes reveal_type(b.tolist()) # E: bool reveal_type(i8.tolist()) # E: int reveal_type(u8.tolist()) # E: int reveal_type(f8.tolist()) # E: float reveal_type(c16.tolist()) # E: complex reveal_type(U.tolist()) # E: str reveal_type(S.tolist()) # E: bytes reveal_type(b.ravel()) # E: ndarray[Any, dtype[bool_]] reveal_type(i8.ravel()) # E: ndarray[Any, dtype[{int64}]] reveal_type(u8.ravel()) # E: ndarray[Any, dtype[{uint64}]] reveal_type(f8.ravel()) # E: ndarray[Any, dtype[{float64}]] reveal_type(c16.ravel()) # E: ndarray[Any, dtype[{complex128}]] reveal_type(U.ravel()) # E: ndarray[Any, dtype[str_]] reveal_type(S.ravel()) # E: ndarray[Any, dtype[bytes_]] reveal_type(b.flatten()) # E: ndarray[Any, dtype[bool_]] reveal_type(i8.flatten()) # E: ndarray[Any, dtype[{int64}]] reveal_type(u8.flatten()) # E: ndarray[Any, dtype[{uint64}]] reveal_type(f8.flatten()) # E: ndarray[Any, dtype[{float64}]] reveal_type(c16.flatten()) # E: ndarray[Any, dtype[{complex128}]] reveal_type(U.flatten()) # E: ndarray[Any, dtype[str_]] reveal_type(S.flatten()) # E: ndarray[Any, dtype[bytes_]] reveal_type(b.reshape(1)) # E: ndarray[Any, dtype[bool_]] reveal_type(i8.reshape(1)) # E: ndarray[Any, dtype[{int64}]] reveal_type(u8.reshape(1)) # E: ndarray[Any, dtype[{uint64}]] reveal_type(f8.reshape(1)) # E: ndarray[Any, dtype[{float64}]] reveal_type(c16.reshape(1)) # E: ndarray[Any, dtype[{complex128}]] reveal_type(U.reshape(1)) # E: ndarray[Any, dtype[str_]] reveal_type(S.reshape(1)) # E: ndarray[Any, dtype[bytes_]] reveal_type(i8.astype(float)) # E: Any reveal_type(i8.astype(np.float64)) # E: {float64} reveal_type(i8.view()) # E: {int64} reveal_type(i8.view(np.float64)) # E: {float64} reveal_type(i8.view(float)) # E: Any reveal_type(i8.view(np.float64, np.ndarray)) # E: {float64} reveal_type(i8.getfield(float)) # E: Any reveal_type(i8.getfield(np.float64)) # E: {float64} reveal_type(i8.getfield(np.float64, 8)) # E: {float64} reveal_type(f8.as_integer_ratio()) # E: Tuple[builtins.int, builtins.int] reveal_type(f8.is_integer()) # E: bool reveal_type(f8.__trunc__()) # E: int reveal_type(f8.__getformat__("float")) # E: str reveal_type(f8.hex()) # E: str reveal_type(np.float64.fromhex("0x0.0p+0")) # E: {float64} reveal_type(f8.__getnewargs__()) # E: Tuple[builtins.float] reveal_type(c16.__getnewargs__()) # E: Tuple[builtins.float, builtins.float] reveal_type(i8.numerator) # E: {int64} reveal_type(i8.denominator) # E: Literal[1] reveal_type(u8.numerator) # E: {uint64} reveal_type(u8.denominator) # E: Literal[1] reveal_type(m.numerator) # E: timedelta64 reveal_type(m.denominator) # E: Literal[1] reveal_type(round(i8)) # E: int reveal_type(round(i8, 3)) # E: {int64} reveal_type(round(u8)) # E: int reveal_type(round(u8, 3)) # E: {uint64} reveal_type(round(f8)) # E: int reveal_type(round(f8, 3)) # E: {float64} if sys.version_info >= (3, 9): reveal_type(f8.__ceil__()) # E: int reveal_type(f8.__floor__()) # E: int reveal_type(i8.is_integer()) # E: Literal[True]