[Solved] Find the bug in this code:import numpy as np arr = np.array([True, False, True]) print(arr & [False, True, False]) | NumPy

NumPy - Array Data Types

Find the bug in this code:

import numpy as np
arr = np.array([True, False, True])
print(arr & [False, True, False])

ACannot use & between numpy array and list directly

BNo bug, code runs correctly

CBoolean arrays cannot use & operator

DList should be converted to numpy array first

Step-by-Step Solution

Solution:

Step 1: Understand operator & between numpy array and list
Numpy's & operator automatically converts Python lists to arrays for element-wise operations.
Step 2: Verify the code runs
The code executes without error, producing [False True False].
Final Answer:
No bug, code runs correctly -> Option B
Quick Check:
& coerces list to array automatically [OK]

Quick Trick: Numpy & operator works directly with lists [OK]

Common Mistakes:

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