The Significant Role Of Test Data Management In DevOps Lifecycle

1. The Significant Role Of Test Data Management In DevOps Lifecycle

2. We can say many times the developer’s joy only last till the staging, why such? Because the code changes cause sporadic problems in the production stage. • The developer may feel incompetent in designing a dynamic and robust code, but, this is the case when you do not have “good test data” to do the quality check. • This scenario is when the DataOps and efficient Test data management comes into play. Using this approach, all the sections of business starting from development, operations, and the quality assurance team come together and work collaboratively. • The collaboration ensures that an enhanced software/application fully functional is delivered to the customers. So, you may ask, how does DevOps benefit, what are the capabilities of it? Keep reading to know more...

3. It develops and tests against a production-like system • Test and Dev stages in software delivery differ a lot. And hence, with DevOps, you set up a system that is similar to the production data and can support Test Data Management for continuous testing. • This way, you can validate the systems, check the functionality, and deploy efficient software. Iterative and continuous deployment with the reliable process • It follows iterative development practices in the repeated order starting from developing--test--deploy--validate--adjust. Repetitively following this increases software capabilities.

4. Validating operational quality characteristics • Passing through the various stages of the development lifecycle, the respective team should know the performance and delivery metrics as per the design. Feedback loop amplification • All the teams involved with the software need to get continuous feedback to improve at the stages. Doing this, the delivery process and software capabilities increases. A consumable form of metrics should be delivered to the stakeholders.

5. The next segment of this blog focuses on the capabilities and benefits of Test Data Management in the DevOps.

6. It discovers dynamic test data • Finding test data covering the test cases is a critical job to do. Test Environment management tool and operations help the organization is finding the correct test data for the cases where functionality testing is important. Automates right-sized test data creation • Manual cloning and extracting the data to support the test cases is no more the scenario of test data extraction. The test data generation process needs to be agile and continuously integrate the databases for extracting test data.

7. Masks the sensitive data • The manual processes of extracting the test data are not agile, and above that, you also have to protect the data privacy. • This procedure helps in the production of the right set of data, checks for data across non-compliance environments, and protects the data security breaches. No sensitive data should be compromised while testing. Analyzing the test data results • Test data helps in checking the functionality of the software application. But it also helps in analyzing test data results by checking the pre-test data against post-test data and know if the test data itself passed or failed during the DevSecOps. Doing this, you can quickly identify the defects and resolve them to improve delivery.

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