Making Python code idiomatic by automatic refactoring non-idiomatic Python code with pythonic idioms

Author:

Zhang Zejun1,Xing Zhenchang2,Xia Xin3,Xu Xiwei4,Zhu Liming4

Affiliation:

1. Australian National University, Australia

2. CSIRO’s Data61, Australia / Australian National University, Australia

3. Huawei, China

4. CSIRO’s Data61, Australia

Funder

Data61-ANU Collaborative Research Project

Publisher

ACM

Reference64 articles.

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2. 2022. Assign with Multiple Targets on loginradius. https://www.loginradius.com/blog/async/speed-up-python-code/ 2022. Assign with Multiple Targets on loginradius. https://www.loginradius.com/blog/async/speed-up-python-code/

3. 2022. Assign with Multiple Targets on Medium. https://medium.com/geekculture/3-easy-ways-to-instantly-make-your-python-program-faster-e599e920ea28 2022. Assign with Multiple Targets on Medium. https://medium.com/geekculture/3-easy-ways-to-instantly-make-your-python-program-faster-e599e920ea28

4. 2022. Assign with Multiple Targets on Stack Overflow. https://stackoverflow.com/questions/22278695/python-multiple-assignment-vs-individual-assignment-speed 2022. Assign with Multiple Targets on Stack Overflow. https://stackoverflow.com/questions/22278695/python-multiple-assignment-vs-individual-assignment-speed

5. 2022. Chain Comparison on Stack Overflow. https://stackoverflow.com/questions/48375753/why-are-chained-operator-expressions-slower-than-their-expanded-equivalent 2022. Chain Comparison on Stack Overflow. https://stackoverflow.com/questions/48375753/why-are-chained-operator-expressions-slower-than-their-expanded-equivalent

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1. Refactoring to Pythonic Idioms: A Hybrid Knowledge-Driven Approach Leveraging Large Language Models;Proceedings of the ACM on Software Engineering;2024-07-12

2. Unprecedented Code Change Automation: The Fusion of LLMs and Transformation by Example;Proceedings of the ACM on Software Engineering;2024-07-12

3. Deriving modernity signatures of codebases with static analysis;Journal of Systems and Software;2024-05

4. A Study on the Pythonic Functional Constructs' Understandability;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

5. Hard to Read and Understand Pythonic Idioms? DeIdiom and Explain Them in Non-Idiomatic Equivalent Code;Proceedings of the IEEE/ACM 46th International Conference on Software Engineering;2024-04-12

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