Practice Using cProfile - 4.1 | Chapter 9: Memory Management and Performance Optimization in Python | Python Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

What does cProfile do?

πŸ’‘ Hint: Think about profiling.

Question 2

Easy

What is the primary purpose of profiling?

πŸ’‘ Hint: Consider why we measure time.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What does the cProfile module do in Python?

  • Measures memory usage
  • Profiles execution time and function calls
  • Generates random numbers

πŸ’‘ Hint: Think about profiling-related functionalities.

Question 2

True or False: You should optimize code before profiling it.

  • True
  • False

πŸ’‘ Hint: Remember the order of operations discussed.

Solve 1 more question and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

Given a slow function, implement cProfile to analyze its runtime and suggest at least three optimizations based on the output.

πŸ’‘ Hint: Focus on where the time is spent based on the cProfile output.

Question 2

Analyze the output from cProfile of a function with multiple nested calls. How would you prioritize which function to optimize first?

πŸ’‘ Hint: Look for areas where functions call each other frequently.

Challenge and get performance evaluation