CodiumAI
CodiumAI analyzes your code and generates meaningful tests to catch bugs before you ship. CodiumAI maps your code’s behaviors, surfaces edge cases, and tags anything that looks suspicious. Then, it generates clear and meaningful unit tests that match how your code behaves. Get full visibility of how your code behaves, and how the changes you make affect the rest of your code. Code coverage is broken. Meaningful tests actually check functionality, giving you the confidence needed to commit. Spend fewer hours writing questionable test cases, and more time developing useful features for your users. By analyzing your code, docstring, and comments, CodiumAI suggests tests as you type. All you have to do is add them to your suite. CodiumAI is focused on code integrity: generating tests that help you understand how your code behaves; finding edge cases and suspicious behaviors; and making your code more robust.
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dbForge Unit Test
dbForge Unit Tests for SQL Server is a GUI-based tool available as an add-in for SQL Server Management Studio. This tool enables users to implement and automate unit testing directly within SSMS.
Key Features:
- Isolated unit testing to avoid affecting the actual database
- Writing unit tests in T-SQL without additional tools
- Simple installation and uninstalling of the tSQLt framework for writing unit tests
- Performing multiple unit tests simultaneously
- Integrating unit tests into DevOps processes
- Running unit tests via the command line
- Access to the collection of unit test examples
- Safe refactoring in large databases
The tool features a Test List Manager, a separate tab within the SSMS interface for creating, editing, managing, and running unit tests. This integration allows teams to stay within SSMS, eliminating the need for learning and switching between different tools, thus supporting a more comfortable environment and efficient performance.
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pytest
pytest helps you write better programs. The pytest framework makes it easy to write small tests, yet scales to support complex functional testing for applications and libraries. Due to pytest’s detailed assertion introspection, only plain assert statements are used. Detailed info on failing assert statements. Auto-discovery of test modules and functions. Modular fixtures for managing small or parametrized long-lived test resources. Can run unittest (including trial) and nose test suites out of the box. Supports Python 3.6+ and PyPy 3. Rich plugin architecture, with over 315+ external plugins and thriving community. The maintainers of pytest and thousands of other packages are working with Tidelift to deliver commercial support and maintenance for the open source dependencies you use to build your applications. Save time, reduce risk, and improve code health, while paying the maintainers of the exact dependencies you use.
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TestNG
TestNG is a testing framework inspired from JUnit and NUnit but introducing some new functionalities that make it more powerful and easier to use, such as annotations, or the possibility to run your tests in arbitrarily big thread pools with various policies available (all methods in their own thread, one thread per test class, etc.). You can test that your code is multithread safe, there is flexible test configuration, support for data-driven testing (with @DataProvider), support for parameters, powerful execution model (no more TestSuite). There is a supported by a variety of tools and plug-ins (Eclipse, IDEA, Maven, etc.), it also embeds BeanShell for further flexibility, and there is default JDK functions for runtime and logging (no dependencies), and dependent methods for application server testing. TestNG is designed to cover all categories of tests, unit, functional, end-to-end, integration, etc.
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