AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE
Thu 13 Oct 2022 17:00 - 17:10 at Banquet A - Technical Session 31 - Code Similarities and Refactoring Chair(s): Hua Ming
We developed a plugin for IntelliJ IDEA called AntiCopyPaster, which tracks the pasting of code fragments inside the IDE and suggests the appropriate Extract Method refactoring to combat the propagation of duplicates. Unlike the existing approaches, our tool is integrated with the developer’s workflow, and pro-actively recommends refactorings. Since not all code fragments need to be extracted, we develop a classification model to make this decision. When a developer copies and pastes a code fragment, the plugin searches for duplicates in the currently opened file, waits for a short period of time to allow the developer to edit the code, and finally inferences the refactoring decision based on a number of features.
Our experimental study on a large dataset of 18,942 code fragments mined from 13 Apache projects shows that AntiCopyPaster correctly recommends Extract Method refactorings with an F-score of 0.82. Furthermore, our survey of 59 developers reflects their satisfaction with the developed plugin’s operation. The plugin and its source code are publicly available on GitHub at https://github.com/JetBrains-Research/anti-copy-paster. The demonstration video can be found on YouTube: https://www.youtube.com/watch?v=_wwHg-qFjJY.
Wed 12 OctDisplayed time zone: Eastern Time (US & Canada) change
09:30 - 10:00 | |||
09:30 30mDemonstration | ElecDaug: Electromagnetic Data Augmentation for Model Repair based on Metamorphic Relation Tool Demonstrations Jiawei He , Zhida Bao Harbin Engineering University, Quanjun Zhang Nanjing University, Weisong Sun State Key Laboratory for Novel Software Technology, Nanjing University, Jiawei Liu Nanjing University, Chunrong Fang Nanjing University, Yun Lin National University of Singapore | ||
09:30 30mDemonstration | CBMC-SSM: Bounded Model Checking of C Programs with Symbolic Shadow Memory Tool Demonstrations Bernd Fischer Stellenbosch University, South Africa, Salvatore La Torre Università degli Studi di Salerno, Gennaro Parlato University of Molise, Peter Schrammel University of Sussex and Diffblue Ltd | ||
09:30 30mDemonstration | ADEPT: A Testing Platform for Simulated Autonomous DrivingVirtual Tool Demonstrations Sen Wang Nanjing University, Zhuheng Sheng Nanjing University, Jingwei Xu , Taolue Chen University of Surrey, UK, Junjun Zhu Nanjing University, Shuhui Zhang Nanjing University, Yuan Yao Nanjing University, Xiaoxing Ma Nanjing University | ||
09:30 30mDemonstration | Augur: Dynamic Taint Analysis for Asynchronous JavaScript Tool Demonstrations Mark W. Aldrich Tufts University, Alexi Turcotte Northeastern University, Matthew Blanco Northeastern University, Frank Tip Northeastern University | ||
09:30 30mDemonstration | FlexType: A Plug-and-Play Framework for Type Inference Models Tool Demonstrations Sivani Voruganti UC Davis, Kevin Jesse University of California at Davis, USA, Prem Devanbu Department of Computer Science, University of California, Davis Pre-print | ||
09:30 30mDemonstration | InvCon: A Dynamic Invariant Detector for Ethereum Smart Contracts Tool Demonstrations Pre-print | ||
09:30 30mDemonstration | AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE Tool Demonstrations Eman Abdullah AlOmar Stevens Institute of Technology, Anton Ivanov HSE University, Zarina Kurbatova JetBrains Research, Yaroslav Golubev JetBrains Research, Mohamed Wiem Mkaouer Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec, Timofey Bryksin JetBrains Research, Le Nguyen Rochester Institute of Technology, Amit Kini Rochester Institute of Technology, Aditya Thakur Rochester Institute of Technology DOI Pre-print | ||
09:30 30mDemonstration | ecoCode: a SonarQube Plugin to Remove Energy Smells from Android Projects Tool Demonstrations DOI File Attached | ||
09:30 30mDemonstration | Answering Software Deployment Questions via Neural Machine Reading at ScaleVirtual Tool Demonstrations Guan Jie Qiu School of Software, Shanghai Jiao Tong University, Diwei Chen School of Software, Shanghai Jiao Tong University, Shuai Zhang School of Software, Shanghai Jiao Tong University, Yitian Chai School of Software, Shanghai Jiao Tong University, Xiaodong Gu Shanghai Jiao Tong University, China, Beijun Shen School of Electronic Information and Electrical Engineering, Shanghai Jiao Tong University | ||
09:30 30mDemonstration | LiveRef: a Tool for Live Refactoring Java Code Tool Demonstrations Sara Fernandes FEUP, Universidade do Porto, Ademar Aguiar FEUP, Universidade do Porto, André Restivo LIACC, Universidade do Porto, Porto, Portugal | ||
09:30 30mDemonstration | A transformer-based IDE plugin for vulnerability detectionVirtual Tool Demonstrations Cláudia Mamede FEUP, U.Porto, Eduard Pinconschi FEUP, U.Porto, Rui Abreu Faculty of Engineering, University of Porto, Portugal |
Thu 13 OctDisplayed time zone: Eastern Time (US & Canada) change
16:00 - 18:00 | Technical Session 31 - Code Similarities and RefactoringResearch Papers / Tool Demonstrations / Journal-first Papers at Banquet A Chair(s): Hua Ming Oakland University | ||
16:00 20mResearch paper | Reformulator: Automated Refactoring of the N+1 Problem in Database-Backed Applications Research Papers Alexi Turcotte Northeastern University, Mark W. Aldrich Tufts University, Frank Tip Northeastern University | ||
16:20 20mPaper | How Software Refactoring Impacts Execution Time Journal-first Papers Luca Traini University of L'Aquila, Daniele Di Pompeo University of L'Aquila, Michele Tucci Charles University, Bin Lin Radboud University, Simone Scalabrino University of Molise, Gabriele Bavota Software Institute, USI Università della Svizzera italiana, Michele Lanza Software Institute - USI, Lugano, Rocco Oliveto University of Molise, Vittorio Cortellessa University of L'Aquila Link to publication DOI Authorizer link | ||
16:40 20mResearch paper | Learning to Synthesize Relational Invariants Research Papers | ||
17:00 10mDemonstration | AntiCopyPaster: Extracting Code Duplicates As Soon As They Are Introduced in the IDE Tool Demonstrations Eman Abdullah AlOmar Stevens Institute of Technology, Anton Ivanov HSE University, Zarina Kurbatova JetBrains Research, Yaroslav Golubev JetBrains Research, Mohamed Wiem Mkaouer Rochester Institute of Technology, Ali Ouni ETS Montreal, University of Quebec, Timofey Bryksin JetBrains Research, Le Nguyen Rochester Institute of Technology, Amit Kini Rochester Institute of Technology, Aditya Thakur Rochester Institute of Technology DOI Pre-print | ||
17:10 20mResearch paper | TreeCen: Building Tree Graph for Scalable Semantic Code Clone DetectionVirtual Research Papers Yutao Hu Huazhong University of Science and Technology, Deqing Zou Huazhong University of Science and Technology, Junru Peng Xidian University, Yueming Wu Nanyang Technological University, Junjie Shan KTH Royal Institute of Technology, Hai Jin Huazhong University of Science and Technology | ||
17:30 10mDemonstration | Trimmer: Context-Specific Code ReductionVirtual Tool Demonstrations Aatira Anum Ahmad Lahore University of Management Sciences, Mubashir Anwar University of Illinois Urbana-Champaign, Hashim Sharif University of Illinois at Urbana-Champaign, Ashish Gehani SRI, Fareed Zaffar Lahore University of Management Sciences | ||
17:40 20mResearch paper | Studying and Understanding the Tradeoffs Between Generality and Reduction in Software DebloatingVirtual Research Papers |