What is the time complexity of Python functions?
The time complexity of Python functions can vary based on the algorithm used and the data structures involved.
Can you give me an example of a function with O(n) complexity?
Sure! A simple example is a function that iterates through a list to find the maximum value. It checks each element once.
What about space complexity? How does it relate to time complexity?
Space complexity measures the amount of memory a function uses relative to the input size, and it can impact performance.
Are there any built-in functions in Python that have constant time complexity?
Yes, functions like len()
for lists or dictionaries have O(1) time complexity because they return the size directly.
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