Solution:Step 1: Rasterization effect on scatter plots in PDFRasterizing scatter points converts many vector points to a raster image inside PDF.Step 2: Impact on rendering and file sizeThis reduces file size and speeds up rendering without losing the scatter plot.Final Answer:The scatter points are

[Solved] Consider this code:import matplotlib.pyplot as plt fig, ax = plt.subplots() ax.scatter(range(5000), range(5000), rasterized=True) plt.savefig('scatter.pdf')What is the expected result in the PDF file? | Matplotlib

Matplotlib - Performance and Large Data

Consider this code:

import matplotlib.pyplot as plt
fig, ax = plt.subplots()
ax.scatter(range(5000), range(5000), rasterized=True)
plt.savefig('scatter.pdf')

What is the expected result in the PDF file?

AThe scatter points are rasterized, improving PDF rendering speed.

BThe scatter points remain vector graphics, increasing file size.

CThe PDF file will be corrupted due to rasterization.

DThe scatter plot will not be saved in the PDF.

Step-by-Step Solution

Solution:

Step 1: Rasterization effect on scatter plots in PDF
Rasterizing scatter points converts many vector points to a raster image inside PDF.
Step 2: Impact on rendering and file size
This reduces file size and speeds up rendering without losing the scatter plot.
Final Answer:
The scatter points are rasterized, improving PDF rendering speed. -> Option A
Quick Check:
Rasterized scatter in PDF = faster rendering [OK]

Quick Trick: Rasterize dense scatter plots to speed PDF rendering [OK]

Common Mistakes:

Assuming rasterization corrupts PDF
Thinking scatter points stay vector
Believing plot won't save

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More Matplotlib Quizzes

Consider this code:

Step 1: Rasterization effect on scatter plots in PDF

Step 2: Impact on rendering and file size

Final Answer:

Quick Check:

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