Stripping everything but alphanumeric chars from a string in Python

Question

What is the best way to strip all non alphanumeric characters from a string, using Python?

The solutions presented in the PHP variant of this question will probably

Answer 1

for char in my_string:
    if not char.isalnum():
        my_string = my_string.replace(char,"")