From Coverage Computation to Fault Localization: A Generic Framework for Domain-Specific Languages (SLE 2022 - SLE (Software Language Engineering) 2022) - SPLASH 2022
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SPLASH 2022
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SLE 2022 (
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SLE (Software Language Engineering) 2022
From Coverage Computation to Fault Localization: A Generic Framework for Domain-Specific Languages
Virtual
Research Paper
Who
Faezeh Khorram
Erwan Bousse
Antonio Garmendia
Jean-Marie Mottu
Gerson Sunyé
Manuel Wimmer
Track
SLE 2022
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When
Tue 6 Dec 2022 14:35 - 14:59 at
Seminar Room G007
Session 3. DSLs
Chair(s):
Yukiyoshi Kameyama
Abstract
To test a system efficiently, we need to know how good are the defined test cases and to localize detected faults in the system.
Measuring test coverage can address both concerns as it is a popular metric for test quality evaluation and, at the same time, is the foundation of advanced fault localization techniques.
However, for Domain-Specific Languages (DSLs), coverage metrics and associated tools are usually manually defined for each DSL representing costly, error-prone, and non-reusable work.
To address this problem, we propose a generic coverage computation and fault localization framework for DSLs.
Considering a test suite executed on a model conforming to a DSL, we compute a coverage matrix based on three ingredients: the DSL specification, the coverage rules, and the model's execution trace.
Using the test execution result and the computed coverage matrix, the framework calculates the suspiciousness-based ranking of the model's elements based on existing spectrum-based techniques to help the user in localizing the model's faults. We provide a tool atop the Eclipse GEMOC Studio and evaluate our approach using four different DSLs, with 297 test cases for 21 models in total.
Results show that we can successfully create meaningful coverage matrices for all investigated DSLs and models. The applied fault localization techniques are capable of identifying the defects injected in the models based on the provided coverage measurements, thus demonstrating the usefulness of the automatically computed measurements.
Link to Preprint
DOI
Faezeh Khorram
IMT Atlantique; Nantes Université; École Centrale Nantes
France
Erwan Bousse
IMT Atlantique; Nantes Université; École Centrale Nantes
France
Antonio Garmendia
JKU Linz
Austria
Jean-Marie Mottu
IMT Atlantique; Nantes Université; École Centrale Nantes
France
Gerson Sunyé
IMT Atlantique; Nantes Université; École Centrale Nantes
France
Manuel Wimmer
JKU Linz
Austria
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Tue 6 Dec
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Auckland, Wellington
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14:35 - 15:00
Session 3. DSLs
SLE
at
Seminar Room G007
Chair(s):
Yukiyoshi Kameyama
University of Tsukuba
14:35
24m
Talk
From Coverage Computation to Fault Localization: A Generic Framework for Domain-Specific Languages
Virtual
Research Paper
SLE
Faezeh Khorram
IMT Atlantique; Nantes Université; École Centrale Nantes
Erwan Bousse
IMT Atlantique; Nantes Université; École Centrale Nantes
Antonio Garmendia
JKU Linz
Jean-Marie Mottu
IMT Atlantique; Nantes Université; École Centrale Nantes
Gerson Sunyé
IMT Atlantique; Nantes Université; École Centrale Nantes
Manuel Wimmer
JKU Linz
DOI
Pre-print
Sat 25 Apr 02:01