Reconcile data between source and analytics database after every data load
Measures how well a dataset meets criteria for accuracy, completeness, validity, consistency, uniqueness, timeliness, and fitness for purpose
Ability to understand, diagnose, and manage data health across multiple IT tools throughout the data lifecycle
An organized inventory of data assets in the organization
Practice in which incremental code changes are made frequently and reliably
Compare two database definitions and apply the differences from the source to the target
Collaborative data management practice
Flowchart that illustrates how “entities” such as people, objects or concepts relate to each other within a system.
Every time you make a production move, you could run a full regression test for all your ETL jobs and see the impact across all objects in your analytics platform.
4DAlert integrates into your CI/CD workflow and shows you test results prior to each production move. Based on the test result you could approve or reject the merge/pull request.
Save time from writing test cases yourself. You don’t need to write test cases from scratch. 4DAlert provides predefined test cases for each object.
On top of predefined test cases, you could add custom test cases based on your specific business requirement.
Leverage 4DAlert for automated regression testing. Move your changes to production like a rock star. Automated regression test prior to moving changes to production Automated Testing Every time you make a production move, you could run a full regression test for all your ETL jobs and see the impact across all objects in your analytics platform. Approve or reject pull requests based on the regression test result 4DAlert integrates into your CI/CD workflow and shows you test results prior to each production move. Based on the test result you could approve or reject the merge/pull request. Leverage predefined test cases of each tableSave time from writing test cases yourself. You don’t need to write test cases from scratch. 4DAlert provides predefined test cases for each object. On top of predefined test cases, you could add custom test cases based on your specific business requirement.
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