[Solved] What will be the effect of this code snippet?import matplotlib.pyplot as plt import numpy as np img = np.ones((10, 20)) plt.imshow(img, extent=[0, 5, 0, 10], aspect='auto') plt.show() | Matplotlib

Matplotlib - Image Display

What will be the effect of this code snippet?

import matplotlib.pyplot as plt
import numpy as np
img = np.ones((10, 20))
plt.imshow(img, extent=[0, 5, 0, 10], aspect='auto')
plt.show()

AImage will be shown with default extent and fixed aspect ratio

BImage will keep original shape and size ignoring extent

CCode will raise an error due to wrong extent format

DImage will stretch to fill x from 0 to 5 and y from 0 to 10, possibly distorted

Step-by-Step Solution

Solution:

Step 1: Analyze extent parameter
The extent=[0,5,0,10] sets the image to cover x-axis 0 to 5 and y-axis 0 to 10 on the plot.
Step 2: Analyze aspect='auto'
Aspect='auto' allows the image to stretch to fill the extent box, so the image shape may distort.
Final Answer:
Image will stretch to fill x from 0 to 5 and y from 0 to 10, possibly distorted -> Option D
Quick Check:
Extent sets size, aspect='auto' allows stretch [OK]

Quick Trick: Extent sets size; aspect='auto' allows distortion [OK]

Common Mistakes:

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What will be the effect of this code snippet?