Before you go-live with Exasol and decommission your
- Comparing data between
Teradataand Exasol for data accuracy
- Validating that ETL process requirements are implemented and working as intended
- Ensuring that data warehouse users, roles, and permissions are migrated and mapped correctly
- Ensuring that existing business SLAs are met
The time to complete this step can vary based on any issues you notice, understanding these issues, and identifying fixes. The main difference in testing the migration in the go-live phase vs. testing in other phases (such as migration testing during the execution phase) is that:
- In the execution phase, the migration testing you perform is at a more generic level, such as developer tests after writing an ETL process for Exasol, in a non-production environment (non-production data, load, sizing, etc.).
- When you go-live with Exasol, the testing you perform is on the production environment. This testing is focused more on the technical and business aspects, such as validating the data and results in reports, SLA, etc.
Run Parallel Operations
One way to validate the migration and data accuracy is by running operations in
Integrating Exasol into the rest of the infrastructure in the same way as
- Exasol loads the same data and from the same data sources
- External systems / software are using (or simulating usage via testers) Exasol in the same way.
In addition, this parallel execution should also cover specific scenarios, such as:
- A huge amount of data to process at the end of a month
- Any special process that is executed at the end of a quarter
- A lot of reports being generated on Mondays
Potential Issues to Track
Some of the critical issues you need to watch out for during the parallel operation that might not be apparent immediately but could show up over time, such as
Data deviations between
- SLAs deviations
- Roles / Users / Rights
- Row and / or column level security
- Issues with external systems / software such as BI tools, ETL tools, scheduling software, etc
- Tests - who can deep dive into the data and execute business tests on data and reports.
Retest fixed issues to ensure the fix is working. After performing all migration and validation tasks, and checking every ETL, business process, external system, and tools were successfully connected and tested against Exasol, this is when you can switch all production connections from
As a precautionary measure, you can continue to run the