methods2test
methods2test is a supervised dataset consisting of Test Cases and their corresponding Focal Methods from a set of Java software repositories (by microsoft)
EvoMaster
The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift). (by EMResearch)
| methods2test | EvoMaster | |
|---|---|---|
| 1 | 5 | |
| 119 | 434 | |
| 3.4% | 3.7% | |
| 0.0 | 9.8 | |
| 5 months ago | 3 days ago | |
| Python | Kotlin | |
| MIT License | GNU Lesser General Public License v3.0 only |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
methods2test
Posts with mentions or reviews of methods2test.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-07-26.
-
Does anybody know a simple algorithm for generating unit tests given a function's code?
Datasets: * https://github.com/microsoft/methods2test -- dataset of Java code and unit tests -- so one may used supervised learning to generate tests. Similar dataset may be available at your company for ABAP, and you may try training an encoder-decoder / transformer model for test case generation.
EvoMaster
Posts with mentions or reviews of EvoMaster.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-10-29.
-
EvoMaster 2.0: A Fuzzer for generating JUnit tests for REST, GraphQL and RPC APIs
Open-source on GitHub at: https://github.com/EMResearch/EvoMaster
-
Anyone using AI for testing backend?
If you want to see an exampling of AI-based fuzzing of backend services, you can look at EvoMaster
-
Experiences with automated unit testing generation tools?
if your Java project is a REST API, you can look at EvoMaster (https://github.com/EMResearch/EvoMaster) (DISCLAIMER: I am its author)
-
What language should I choose for API automation?
If you want to generate the API tests automatically, you might want to have a look at EvoMaster. Disclaimer: I am its author.
-
Does anybody know a simple algorithm for generating unit tests given a function's code?
Automated White-box test generation software: * https://github.com/EMResearch/EvoMaster -- for integration tests. * https://github.com/se2p/pynguin, https://pynguin.readthedocs.io/en/latest/user/quickstart.html -- unit test generation for python
What are some alternatives?
When comparing methods2test and EvoMaster you can also consider the following projects:
pynguin - The PYthoN General UnIt Test geNerator is a test-generation tool for Python
evosuite - EvoSuite - automated generation of JUnit test suites for Java classes