x = np.array([_ for _ in range(1000)]) This works, but its performance is hidebound by the time it takes for Python to create a list, and for NumPy to convert that list into an array. By contrast ...

Let's change our script a bit and replace the Python list with a NumPy array: import numpy as np list = np.full ... These languages interface with Python, convert the Python data representation to ...