Modern software repositories serve as valuable sources of infor- mation for understanding and addressing software bugs. In this paper, we present MineCPP, a tool designed for large-scale bug- fixing dataset generation, extending the capabilities of a recently proposed approach, namely Minecraft. MineCPP not only captures bug locations and types across multiple programming languages but introduces novel features like offset of a bug in a buggy source file, the sequence of syntactic constructs up to and including the location of the bug, etc. We discuss architectural and operational aspects of MineCPP, and show how it can be used to automatically mine GitHub repositories. A Graphical User Interface (GUI) further enhances user experience by providing interactive visualizations and quantitative analyses, facilitating fine-grained insights about the structure of bug fix pairs. MineCPP serves as a helpful solution for researchers, practitioners, and developers seeking comprehen- sive bug-fixing datasets and insights into coding practices. Tool demonstration is available at https://youtu.be/ln99irvbADE.
Wed 17 JulDisplayed time zone: Brasilia, Distrito Federal, Brazil change
16:00 - 18:00 | Fault Diagnosis and Root Cause Analysis 1Demonstrations / Research Papers / Industry Papers at Sapoti Chair(s): Muhammad Ali Gulzar Virginia Tech | ||
16:00 18mTalk | A Quantitative and Qualitative Evaluation of LLM-based Explainable Fault Localization Research Papers Sungmin Kang Korea Advanced Institute of Science and Technology, Gabin An Korea Advanced Institute of Science and Technology, Shin Yoo Korea Advanced Institute of Science and Technology Pre-print | ||
16:18 18mTalk | BARO: Robust Root Cause Analysis for Microservices via Multivariate Bayesian Online Change Point Detection Research Papers Pre-print | ||
16:36 18mTalk | Fault Diagnosis for Test Alarms in Microservices Through Multi-source Data Industry Papers Shenglin Zhang Nankai University, Jun Zhu Nankai University, Bowen Hao Nankai University, Yongqian Sun Nankai University, Xiaohui Nie CNIC, CAS, Jingwen Zhu Nankai University, Xilin Liu Huawei Cloud, Xiaoqian Li Huawei Cloud, Yuchi Ma Huawei Cloud Computing Technologies CO., LTD., Dan Pei Tsinghua University | ||
16:54 18mTalk | Costs and Benefits of Machine Learning Software Defect Prediction: Industrial Case Study Industry Papers Szymon Stradowski Wroclaw University of Science and Technology & NOKIA, Lech Madeyski Wroclaw University of Science and Technology | ||
17:12 18mTalk | Chain-of-Event: Interpretable Root Cause Analysis for Microservices through Automatically Learning Weighted Event Causal Graph Industry Papers Zhenhe Yao Tsinghua University, Changhua Pei Computer Network Information Center at Chinese Academy of Sciences, Wenxiao Chen Tsinghua University, Hanzhang Wang Walmart Global Tech, Liangfei Su eBay, USA, Huai Jiang eBay, USA, Zhe Xie Tsinghua University, Xiaohui Nie CNIC, CAS, Dan Pei Tsinghua University | ||
17:30 18mTalk | ChangeRCA: Finding Root Causes from Software Changes in Large Online Systems Research Papers Guangba Yu Sun Yat-sen University, Pengfei Chen Sun Yat-sen University, Zilong He Sun Yat-sen University, Qiuyu Yan Tencent, Yu Luo Tencent, Fangyuan Li Tencent, Zibin Zheng Sun Yat-sen University DOI Pre-print | ||
17:48 9mTalk | MineCPP: Mining Bug Fix Pairs and Their Structures Demonstrations DOI Pre-print Media Attached | ||