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Practice Questions
Test your understanding with targeted questions related to the topic.
Question 1
Easy
What function in functools allows you to fix certain arguments?
💡 Hint: Think of it as a way to create new functions with preset options.
Question 2
Easy
What is the main function of lru_cache?
💡 Hint: It's a performance optimization technique.
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 partial function do in functools?
- Creates a new function with some parameters fixed
- Caches function outputs
- Overloads functions based on type
💡 Hint: Think about how it can help reduce the number of parameters you need to pass.
Question 2
True or False: lru_cache is only applicable to non-recursive functions.
- True
- False
💡 Hint: Recall the example of the Fibonacci function.
Solve and get performance evaluation
Challenge Problems
Push your limits with challenges.
Question 1
Construct a decorated Fibonacci function using lru_cache and analyze its performance compared to a non-cached version.
💡 Hint: Measure execution time for n = 35 and n = 40.
Question 2
Create a set of overloaded functions using singledispatch that handles three different data types in calculations. Provide examples of how each function works.
💡 Hint: Use @singledispatch for the main function and register for each type.
Challenge and get performance evaluation