CodiumAI Cover-Agent
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Codiumai Cover Agent
Overview :
CodiumAI Cover-Agent is a tool that leverages generative AI to automate test generation and enhance code coverage, aiming to simplify the development workflow. It interacts with large language models (LLMs) to automatically create unit tests for software projects, ensuring comprehensive testing and quality assurance. Cover-Agent is planned to integrate with popular CI platforms, with the community invited to collaborate and help expand Cover Agent's functionality, making it a cutting-edge solution in the field of automated unit test generation.
Target Users :
Cover-Agent is designed for busy development teams who need to improve and maintain code completeness. It is particularly suitable for software development projects that require rapid iteration and high-quality code coverage.
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Use Cases
Automatically generate unit tests for a Python project using Cover-Agent
Integrate into CI/CD pipelines to automatically improve code coverage
Use as a research tool to explore new test generation techniques
Features
Execute commands or scripts to run test suites and generate code coverage reports
Validate if code coverage increases with the addition of tests, ensuring new tests contribute to the overall testing effectiveness
Gather necessary data from the code repository and construct prompts to be passed to the large language model
Interact with the large language model to generate tests based on the provided prompts
Support test generation for multiple programming languages
Capable of handling various testing scenarios
Generate behavioral analysis of the code being tested and generate corresponding tests
Check for test instability, such as running 5 times as suggested by TestGen-LLM
How to Use
Install Python and Poetry, set the environment variable OPENAI_API_KEY
Ensure you have Cobertura XML code coverage reports
Install the Python Pip package via GitHub or download the executable file
Run Cover Agent from the command line, specifying source file paths, test file paths, code coverage report paths, etc.
Test with the example projects in the README.md file
Use Cover Agent to generate and validate unit tests for specific projects
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