[Solved] What will be the output of this code?import numpy as np arr = np.arange(8) result = np.split(arr, 4) print(result) | NumPy

NumPy - Array Manipulation

What will be the output of this code?

import numpy as np
arr = np.arange(8)
result = np.split(arr, 4)
print(result)

A[array([0, 1, 2, 3]), array([4, 5, 6, 7])]

B[array([0, 1, 2]), array([3, 4, 5]), array([6, 7])]

C[array([0, 1]), array([2, 3]), array([4, 5]), array([6, 7])]

DError: array cannot be split into 4 equal parts

Step-by-Step Solution

Solution:

Step 1: Understand splitting by integer
When an integer is passed, np.split() divides array into that many equal parts.
Step 2: Check if equal parts possible
Array length is 8, splitting into 4 parts means each part has 2 elements.
Final Answer:
[array([0, 1]), array([2, 3]), array([4, 5]), array([6, 7])] -> Option C
Quick Check:
Integer splits = equal parts [OK]

Quick Trick: Integer splits divide array into equal parts if possible [OK]

Common Mistakes:

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What will be the output of this code?