[Solved] What will be the output of the following code?import numpy as np arr = np.array([1.7, 2.3, 3.9]) new_arr = arr.astype(int) print(new_arr) | NumPy

NumPy - Array Data Types

What will be the output of the following code?

import numpy as np
arr = np.array([1.7, 2.3, 3.9])
new_arr = arr.astype(int)
print(new_arr)

A[2 3 4]

B[1.7 2.3 3.9]

C[1 2 3]

DError: Cannot convert float to int

Step-by-Step Solution

Solution:

Step 1: Understand astype(int) on float array
Converting floats to int using astype(int) truncates the decimal part (does not round).
Step 2: Apply truncation to each element
1.7 becomes 1, 2.3 becomes 2, 3.9 becomes 3.
Final Answer:
[1 2 3] -> Option C
Quick Check:
astype(int) truncates floats to integers [OK]

Quick Trick: astype(int) truncates decimals, does not round [OK]

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