You can easily add a generation function, similar to any other function in your masking template, to create data for specific columns in your database.
DATPROF Privacy is not just a data masking tool it also serves as a powerful test data generation tool, providing realistic and high-quality test data in terms of content and volume.Ĭonnecting DATPROF Privacy to your database, which supports all major relational databases like SQL Server, Oracle, DB2, and more, allows you to seamlessly integrate data generation into your testing process. However, with DATPROF Privacy, this process becomes straightforward. When you decide to use synthetically generated data for testing, the task of generating a significant amount of data to fit your database might seem daunting. Generating Test Data for Your Database with DATPROF Privacy These tools offer more capabilities and ensure technical and functional consistency, which is crucial for effective development and testing work. Hence, licensed synthetic data generation tools are often preferred. Similar to data masking, data generation requires careful planning and configuration, especially when defining parameters like Primary Key start values and unique constraints within tables. What adds complexity is ensuring that the generated data behaves correctly within a database, making it suitable for effective testing. Generating test data is not inherently complex, as algorithms handle the task. However, when dealing with complex tables with multiple columns and interrelated data, relying on open-source mock data generators can quickly become impractical and unreliable. While there are free test data generators available online, they are suitable for simple tasks like generating a list of first names.
MOCK DATA GENERATOR GENERATOR
Synthetic test data can be efficiently generated with the help of test data generator tools. Test data creation should serve as a means to an end, not the end goal itself. The growing demand for synthetic test data and test data generation tools is driven by the need to streamline this process.
MOCK DATA GENERATOR HOW TO
Many database specialists understand how to create test data manually, but this process can be time-consuming, especially when done regularly.
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