What does the error “maximum recursion depth exceeded while calling a python object” mean and how can it be resolved?
What does the error “maximum recursion depth exceeded while calling a python object” mean and how can it be resolved?
Share
Sign Up to our social questions and Answers Engine to ask questions, answer people’s questions, and connect with other people.
Login to our social questions & Answers Engine to ask questions answer people’s questions & connect with other people.
Lost your password? Please enter your email address. You will receive a link and will create a new password via email.
Please briefly explain why you feel this question should be reported.
Please briefly explain why you feel this answer should be reported.
Please briefly explain why you feel this user should be reported.
This error essentially means that:
– Your program is running too deep into recursion, exceeding the maximum limit. Recursion is when a function calls itself in its definition. If not controlled properly, this process can go on indefinitely, causing a ‘Stack Overflow’ error.
Ways to resolve it:
– Limit your recursion: Ensure your recursive function has an appropriate base case to stop the recursion at a certain point.
– Increase the limit: Python has a default recursion limit, usually set at 1000. You can manually increase it using sys.setrecursionlimit(limit). However, this is generally discouraged as it can lead to a crash if your available memory can’t handle the increased limit.
– Refactor your code: Consider refactoring your code to use iterative methods instead of recursive ones. This is the most effective way to avoid this error, particularly when dealing with large data sets.