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Identify the error in this code snippet:

medium📝 Debug Q6 of 15
NumPy - Array Data Types
Identify the error in this code snippet:
import numpy as np
arr = np.array([1.0, 2.0], dtype='float128')
print(arr.dtype)
Afloat128 is not a valid dtype on all platforms
BMissing import for float128
CArray elements must be integers for float128
Ddtype argument should be float64
Step-by-Step Solution
Solution:
  1. Step 1: Check dtype support for float128

    Float128 is not supported on all platforms and may cause errors.
  2. Step 2: Understand platform dependency

    Using 'float128' dtype can raise errors if platform does not support it.
  3. Final Answer:

    float128 is not a valid dtype on all platforms -> Option A
  4. Quick Check:

    Platform support limits float128 dtype [OK]
Quick Trick: float128 dtype may not be supported everywhere [OK]
Common Mistakes:
  • Assuming float128 always works
  • Thinking import needed for float128

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