numpy.astype#
- numpy.astype(x, dtype, /, *, copy=True)[source]#
Copies an array to a specified data type.
This function is an Array API compatible alternative to
numpy.ndarray.astype
.- Parameters:
- xndarray
Input NumPy array to cast.
array_likes
are explicitly not supported here.- dtypedtype
Data type of the result.
- copybool, optional
Specifies whether to copy an array when the specified dtype matches the data type of the input array
x
. IfTrue
, a newly allocated array must always be returned. IfFalse
and the specified dtype matches the data type of the input array, the input array must be returned; otherwise, a newly allocated array must be returned. Defaults toTrue
.
- Returns:
- outndarray
An array having the specified data type.
See also
Examples
>>> arr = np.array([1, 2, 3]); arr array([1, 2, 3]) >>> np.astype(arr, np.float64) array([1., 2., 3.])
Non-copy case:
>>> arr = np.array([1, 2, 3]) >>> arr_noncpy = np.astype(arr, arr.dtype, copy=False) >>> np.shares_memory(arr, arr_noncpy) True