Essays about: "abstract syntax tree"

Showing result 1 - 5 of 26 essays containing the words abstract syntax tree.

  1. 1. An Empirical Study on Using Codex for Automated Program Repair

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Pengyu Zhao; [2023]
    Keywords : Automated Program Repair; Codex; Large Language Models; Defects4J; Patch Generation; Prompt Engineering; Automatiserad Programreparation; Codex; Storskaliga Språkmodeller; Defects4J; Patchgenerering; Promptteknik;

    Abstract : This thesis explores the potential of Codex, a pre-trained Large Language Model (LLM), for Automated Program Repair (APR) by assessing its performance on the Defects4J benchmark that includes real-world Java bugs. The study aims to provide a comprehensive understanding of Codex’s capabilities and limitations in generating syntactically and semantically equivalent patches for defects, as well as evaluating its ability to handle defects with different levels of importance and complexity. READ MORE

  3. 2. Subtree Hashing of Tests in Build Systems : Rust Tricorder

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Calin Capitanu; [2023]
    Keywords : Build systems; tests execution; caching; Abstract Syntax Tree parsing; Sisteme de construire; Teste; Memorare in cache; Arbore sintactic abstract; Bygg system; tester; cachelagring; analys av abstrakt syntaxträd;

    Abstract : Software applications are built by teams of developers that constantly iterate over the codebase. Software projects rely on a build system, which handles the management of dependencies, compilation, testing, and deployment of the software. READ MORE

  4. 3. Automatic Description of AI Patches With AST Analysis

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Lovisa Strange; Sofia Edvardsson; [2023]
    Keywords : ;

    Abstract : Using artificial intelligence (AI) to write source code is soon to be reality. One research areais to use AI to automatically generate a patch that fixes a bug. However, most such tools onlygenerate the patch without any natural language description of it, making it difficult for thereviewer to understand the patch. READ MORE

  5. 4. Compiler Testing by Random Source Code Generation

    University essay from Linköpings universitet/Programvara och system

    Author : Victor Löfgren; [2023]
    Keywords : Compiler testing; random testing; fuzz testing; random program generation; automated testing;

    Abstract : Most software projects today are written using programming languages. Compilers in turn translate programs written in these higher level languages into machine code, executable on actual hardware. Ensuring that these compilers function correctly is therefore paramount. READ MORE

  6. 5. KtSpoon: Modelling Kotlin by extending Spoon’s Java Metamodel

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Jesper Lundholm; [2021]
    Keywords : Code analysis; code transformation; metamodel; abstract representation; Kotlin; Spoon; Källkodsanalys; kodtransformation; metamodell; abstrakt representation; Kotlin; Spoon;

    Abstract : Kotlin is a relatively new language that has received much attention since its first stable release in February 2016. Despite the fast growth of the language, there is a lack of libraries to provide an intuitive, typed abstract syntax tree (AST). READ MORE