import time

# Large arrays
size = 1000000
a = np.random.random(size)
b = np.random.random(size)

# Time NumPy
start = time.time()
result = a + b
numpy_time = time.time() - start

print(f"NumPy time: {numpy_time:.4f} seconds")
# Typically 100x faster than pure Python!