Task: Implement an Efficient NumPy Array Shift Function

Task: Implement an Efficient NumPy Array Shift Function: a task in Terminal-Lego-15k (Harbor dataset). Implement a function that shifts elements in a NumPy array by a specified number of positions, filling the vacated positions with np.nan . The function should be optimized for performance using…