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This testing is performed by QA Team to ensure crediblity of the database. Can anyone explain me what are all the constraints a QA Analyst should follow to ensure this ? and what they need to test ?

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Database leads a foundation for the application. So yes it need to be tested thoroughly. All the data resides in there, so anything coming through UI can be validated to make sure it is sitting in DB at right state. All the input acceptance criteria can be validated to make sure all the input being captured as per limitations and specifications of DB field lengths. Stored Procs can be tested on database which drives the UI functionality. each and every field can be tested to make sure data is being persuade correctly. I can't imagine how testing can be completed without database validity

Chanakya