Task: Convert Categorical String Arrays to Integer Arrays with NumPy

Task: Convert Categorical String Arrays to Integer Arrays with NumPy: a task in Terminal-Lego-15k (Harbor dataset). Write a Python script that converts a NumPy array of categorical string variables into an integer array where each unique category is mapped to a unique integer (starting from 0).