Data fabrication
Test data is the core component of any application testing. It is very time-consuming to create test data manually. You can use the data fabrication feature in HCL DevOps Test Hub (Test Hub) to create realistic datasets for comprehensive testing scenarios. The feature provides data fabrication capabilities that can help you to generate synthetic data quickly and efficiently without the risk of data leaks or privacy issues.
Before you start using the data fabrication feature, you can review the information in Overview of data fabrication.
You can access the data fabrication feature as Data in the Test Hub UI and you can generate the test data as the Comma-Separated Values (CSV) files that is saved in your system. You can then use these files to replace any existing datasets in a test during the run time.
The data fabrication feature in Test Hub provides the following advantages:
- Efficiency, which enables you to generate large volumes of realistic test data rapidly compared to manually creating datasets that can be error prone and time consuming.
- Data diversity, which enables you to define various data generation rules and distribution patterns so that you can fabricate diverse test data covering a wide range of scenarios.
- Data privacy, which enables you to fabricate information that is not based on real data and not breaching any issues of data privacy or sensitive data.
- Data re-usability, which enables you to reuse the fabricated data across multiple test cases and scenarios.
You can use the generated data during test runs. If a dataset is already associated with a test, you can replace the dataset at the test run time with the dataset that is created from the data fabrication feature of Test Hub. This allows you to integrate the generated test data with tests and ensures that your tests are run by using secure and realistic data. Thereby, you can enhance the effectiveness and efficiency of your testing efforts.