Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models
Abstract
References
Index Terms
- Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models
Recommendations
Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent Code
ICSE '24: Proceedings of the IEEE/ACM 46th International Conference on Software EngineeringThe Python community strives to design pythonic idioms so that Python users can achieve their intent in a more concise and efficient way. According to our analysis of 154 questions about challenges of understanding pythonic idioms on Stack Overflow, we ...
Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idioms
ESEC/FSE 2022: Proceedings of the 30th ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software EngineeringCompared to other programming languages (e.g., Java), Python has more idioms to make Python code concise and efficient. Although pythonic idioms are well accepted in the Python community, Python programmers are often faced with many challenges in ...
RIdiom: Automatically Refactoring Non-Idiomatic Python Code with Pythonic Idioms
ICSE '23: Proceedings of the 45th International Conference on Software Engineering: Companion ProceedingsPythonic idioms are widely adopted in the Python community because of their advantages such as conciseness and performance. However, when Python programmers use pythonic idioms, they face many challenges such as being unaware of certain pythonic ...
Comments
Information & Contributors
Information
Published In
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Author Tags
Qualifiers
- Research-article
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 132Total Downloads
- Downloads (Last 12 months)132
- Downloads (Last 6 weeks)58
Other Metrics
Citations
View Options
Get Access
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in