compf opened a new pull request, #10558:
URL: https://github.com/apache/iceberg/pull/10558
Hello maintainers,
I am conducting a master thesis project focused on enhancing code quality
through automated refactoring of data clumps, assisted by Large Language Models
(LLMs).
<details>
<summary>Data clump definition</summary>
A data clump exists if
1. two methods (in the same or in different classes) have at least 3 common
parameters and one of those methods does not override the other, or
2. At least three fields in a class are common with the parameters of a
method (in the same or in a different class), or
3. Two different classes have at least three common fields
See also the following UML diagram as an example
</details>
I believe these refactoring can contribute to the project by reducing
complexity and enhancing readability of your source code.
Pursuant to the EU AI Act, I fully disclose the use of LLMs in generating
these refactorings, emphasizing that all changes have undergone human review
for quality assurance.
Even if you decide not to integrate my changes to your codebase (which is
perfectly fine), I ask you to fill out a feedback survey, which will be
scientifically evaluated to determine the acceptance of AI-supported
refactorings. You can find the feedback survey under
https://campus.lamapoll.de/Data-clump-refactoring/en
Thank you for considering my contribution. I look forward to your feedback.
If you have any other questions or comments, feel free to write a comment, or
email me under tschoema...@uni-osnabrueck.de .
Best regards,
Timo Schoemaker
Department of Computer Science
University of Osnabrück
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