Complete your Data Equation: Test Data Generation + Data Validation = Data Success
During this webinar, we tackled 2 major challenges to assuring your data quality:
- Test Data Generation
- Data Validation
We illustrated how GenRocket and QuerySurge, used in conjunction, can solve these challenges. Also, see how they can be easily integrated into your Continuous Integration/Continuous Delivery DataOps pipeline.
The recording of the webinar, demo, and Q&A session can be viewed now!
- Primary challenges organizations are facing with their data projects
- Key success factors for data validation & testing
- How to setup a workflow around test data generation and data validation using GenRocket and QuerySurge
- How to automate this workflow in your CI/CD pipeline
The keys to a successfully test data throughout your data architecture are the following:
- Validate the critical business rules and transformation logic being applied to the data
- Test large volumes of data in a period of time that will not delay the release schedule
- Pinpoint where data defects were introduced in the architecture and link them back to the specification or data model
- Execute data tests as part of a DataOps/Continuous Testing pipeline
The 2 Main Issues
here are two major challenges when dealing with data testing that need to be overcome to have a successful implementation:
- How do I generate the data needed to conduct the tests to be executed?
- How do I execute the tests in an accurate and an efficient way that aligns with my testing cycle?
The Ideal Data Testing Strategy
- accurately and rapidly generate all the data needed for the scenarios that need to be tested
- mask data to ensure data security
- validate large amounts of data quickly
- validate difficult transformation rules between the various source and target systems being tested
- easily integrate into your build pipeline to achieve continuous testing
- store historical results and provide analytics
The Ideal Data Testing Solution:
GenRocket is an enterprise Test Data Automation platform and is a technology partner of QuerySurge.
- Fast, secure, low cost, versatile, industry leading data quality
- 9+ years of development, refinement, customer experience
- Recommended by top Global Systems Integrators
- Customers across the world in 10 different vertical markets
- Only Patented Test Data Platform(2017)
QuerySurge is the smart Data Testing solution that automates the data validation and testing of data stores with full DevOps functionality for continuous testing.
Below are QuerySurge’s use cases:
- Data Warehouse & ETL Testing
- Big Data Testing
- DevOps / Continuous Testing
- Data Migration Testing
- BI Report Testing
- Enterprise App / ERP Testing
For more information about QuerySurge, visit our product page here.