Search Results - Static Python Code Analysis~

Evaluating Python Static Code Analysis Tools Using FAIR Principles by Hassan, Hassan Bapeer, Sarhan, Qusay Idrees, Beszedes, Arpad

“…The quality of modern software relies heavily on the effective use of static code analysis tools…”
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Code Analysis with Static Application Security Testing for Python Program by Ma, Li, Yang, Huihong, Xu, Jianxiong, Yang, Zexian, Lao, Qidi, Yuan, Dong

“…With the increasing popularity of Python for project development, code security and quality have become severe issues for the past few years…”
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Code2graph: Automatic Generation of Static Call Graphs for Python Source Code by Gharibi, Gharib, Tripathi, Rashmi, Lee, Yugyung

“… However, there is a lack of software tools that can automatically analyze the Python source-code and construct its static call graph…”
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Static Analysis of Corpus of Source Codes of Python Applications by Kapustin, D. A., Shvyrov, V. V., Shulika, T. I.

“…A static analysis method is one of the popular methods of software code analysis…”
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A Study of Large Language Models in Detecting Python Code Violations by Mohammed Salih, Hekar A., Sarhan, Qusay I.

“… Common static code analysis tools for Python, such as Pylint and Flake8, are widely used to enforce code quality by detecting coding violations without executing the code…”
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KG4Py: A toolkit for generating Python knowledge graph and code semantic search by Liang, Lu, Li, Yong, Wen, Ming, Liu, Ying

“… In KG4Py, we remove all duplicate files in 317 K Python files and perform static code analyses of these files by using a concrete syntax tree (CST…”
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Methods and Benchmark for Detecting Cryptographic API Misuses in Python by Frantz, Miles, Xiao, Ya, Pias, Tanmoy Sarkar, Meng, Na, Yao, Danfeng

“… The current static code analysis tools for Python are unable to scan the increasing complexity of the source code…”
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Static Analysis for AWS Best Practices in Python Code by Mukherjee, Rajdeep, Tripp, Omer, Liblit, Ben, Wilson, Michael

“… This paper presents automated static analysis rules, developed in the context of a commercial service for detection of code defects and security vulnerabilities, to identify deviations from AWS best…”
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PyAnalyzer: An Effective and Practical Approach for Dependency Extraction from Python Code by Jin, Wuxia, Xu, Shuo, Chen, Dawei, He, Jiajun, Zhong, Dinghong, Fan, Ming, Chen, Hongxu, Zhang, Huijia, Liu, Ting

“…Dependency extraction based on static analysis lays the ground-work for a wide range of applications…”
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CryptoPyt: Unraveling Python Cryptographic APIs Misuse with Precise Static Taint Analysis by Guo, Xiangxin, Jia, Shijie, Lin, Jingqiang, Ma, Yuan, Zheng, Fangyu, Li, Guangzheng, Xu, Bowen, Cheng, Yueqiang, Ji, Kailiang

“… Based on PCAST, we design and implement CryptoPyt, a static code analysis tool that leverages precise taint analysis and 17 cryptographic misuse rules to automatically…”
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A Language-agnostic Framework for Mining Static Analysis Rules from Code Changes by Effendi, Sedick David Baker, Cirisci, Berk, Mukherjee, Rajdeep, Nguyen, Hoan Anh, Tripp, Omer

“…Static analysis tools detect a wide range of code defects, including code quality issues, security vulnerabilities, operational risks, and best-practice violations…”
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Inspect4py: A Knowledge Extraction Framework for Python Code Repositories by Filgueira, Rosa, Garijo, Daniel

“…This work presents inspect4py, a static code analysis framework designed to automatically extract the main features, metadata and documentation of Python code repositories…”
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Discovery of Modularity in Monolithic Java Project Codes Using Complex Networks by Brito Jr, Marcos Cordeiro de Brito Jr, Bianchini, Calebe P., Silva, Leandro A.

“… This work proposes the use of complex networks through the NetworkX library in Python, using modularity detection algorithms for the static analysis of Java code…”
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Does it matter who pays back Technical Debt? An empirical study of self-fixed TD by Tan, Jie, Feitosa, Daniel, Avgeriou, Paris

“…, as developers are experts in their own code and are well-suited to fix the corresponding TD issues…”
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Principled and Practical Static Analysis for Python by Rak-Amnouykit, Ingkarat

“…; however, static analysis tools to support software quality and productivity are largely…”
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Evaluating test quality of Python libraries for IoT applications at the network edge by Chen, Zhifei, Jia, Chiheng, Chen, Lin

“… Due to the difficulty of static program analysis on dynamic languages, the quality of test code in Python libraries for IoT development faces a serious threat, which in turn affects the performance of IoT applications…”
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Automation and Genetic Algorithm Optimization for Seismic Modeling and Analysis of Tall RC Buildings by Cabrera, Piero A., Medina, Gianella M., Delgadillo, Rick M.

“…This article presents an innovative approach to optimizing the seismic modeling and analysis of high-rise buildings by automating the process with Python 3.13 and the ETABS 22.1.0 API…”
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Automated Approach to IaC Code Inspection Using Python-Based DevSecOps Tool by Petrovic, Nenad, Cankar, Matija, Luzar, Anze

“… In this paper, we present an open-source Python-based tool with web-based graphical interface which enables automation of static code analysis and checks when it comes to Infrastructure as Code (IaC) scripts…”
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Detecting and Explaining Python Name Errors by Wang, Jiawei, Li, Li, Liu, Kui, Du, Xiaoning

“… To fill this gap, we propose in this work a static analysis-based approach called DENE (short for Detecting and Explaining Name Errors…”
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Generative Type Inference for Python by Peng, Yun, Wang, Chaozheng, Wang, Wenxuan, Gao, Cuiyun, Lyu, Michael R.

“…Python is a popular dynamic programming language, evidenced by its ranking as the second most commonly used language on GitHub…”
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