Automatically Fixing Breaking Changes of Data Science Libraries
Data science libraries are updated frequently, and new version releases commonly include breaking changes. However, developers often use older versions of libraries because it is challenging to update the source code of large projects. We propose CombyInferPy, a new tool for analyzing and fixing breaking changes in library APIs. CombyInferPy infers rules in the form of Comby templates, a structural code search and replace tool that can automatically update source code. Preliminary results show that CombyInferPy can update the pandas library’s Python code. Using the Comby rules inferred by CombyInferPy, we can automatically fix several failing tests and deprecation warnings. This shows that this approach is promising and can help developers update their libraries.
Tue 11 OctDisplayed time zone: Eastern Time (US & Canada) change
15:30 - 16:00 | |||
15:30 30mPoster | ASTOR: An Approach to Identify Security Code Reviews Student Research Competition Rajshakhar Paul Wayne State University | ||
15:30 30mPoster | ‘Who built this crap?’ Developing a Software Engineering Domain Specific Toxicity Detector Student Research Competition Jaydeb Sarker Department of Computer Science, Wayne State University Pre-print | ||
15:30 30mPoster | Automatically Fixing Breaking Changes of Data Science Libraries Student Research Competition Hailie Mitchell Carnegie Mellon University | ||
15:30 30mPoster | Execution Path Detection through Dynamic Analysis in Black-Box Testing Environments Student Research Competition Frank Whitworth Wake Forest University | ||
15:30 30mPoster | Automatic Software Timing Attack Evaluation & Mitigation on Clear Hardware Assumption Student Research Competition Prabuddha Chakraborty University of Florida | ||
15:30 30mPoster | Automatically Tagging the “AAA" Pattern in Unit Test Cases Using Machine Learning Models Student Research Competition Chenhao Wei Stevens Institute of Technology, Lu Xiao Stevens Institute of Technology, Tingting Yu University of Cincinnati, Xinyu Chen HSBC Software Development (Guangdong) Limited, Xiao Wang Stevens Institute of Technology, Sunny Wong Envestnet, Abigail Clune AGI | ||
15:30 30mPoster | A Unified Specification Mining Framework for Smart Contracts Student Research Competition Ye Liu Nanyang Technological University | ||
15:30 30mPoster | Identifying Sexism and Misogyny in Pull Request Comments Student Research Competition Sayma Sultana Wayne State University | ||
15:30 30mPoster | Detecting Inconsistencies in If-Condition-Raise Statements Student Research Competition Islem BOUZENIA Software Lab, University of Stuttgart | ||
15:30 30mPoster | Software Evolution Management with Differential Facts Student Research Competition Xiuheng Wu Nanyang Technological University, Singapore | ||
15:30 30mPoster | RESTCluster: Automated Crash Clustering for RESTful API Student Research Competition Yi Liu Nanyang Technological University | ||