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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What command do you use to profile a function in Python?
💡 Hint: Think about built-in functions for profiling.
Question 2
Easy
What is the main purpose of the timeit module?
💡 Hint: Consider timing functions and snippets.
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 command do you use to profile a function in Python?
- import profile
- cProfile.run()
- timeit.run()
💡 Hint: Look for built-in profiler options.
Question 2
True or False: timeit can only be used on entire scripts.
- True
- False
💡 Hint: Consider how snippets can be executed repeatedly.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Create a Python script with a function that finds the factorial of a number using recursion. Profile it using cProfile and analyze the performance. Suggest optimizations.
💡 Hint: Focus on excessive recursive calls' performance.
Question 2
Write Python code to compare the time taken to sum a list of numbers using both a loop and the built-in sum() function. Use timeit to measure and compare the performance.
💡 Hint: Measure both methods several times to see consistent results.
Challenge and get performance evaluation