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01-20-2025 10:52 AM
To address the performance challenges associated with All_Reg_View, I propose replacing it with a partitioned staging table. This change will significantly enhance query efficiency, simplify execution plans, and prepare the pipeline for future scalability.
Proposed Solution
Create a Partitioned Staging Table
- Truncate and Load: Materialize data from regional views into a dedicated staging table. Use a TRUNCATE operation followed by a fresh load to ensure efficient data refresh.
- Partitioning: Partition the staging table by region to enable faster and more efficient filtering during queries.
Replace All_Reg_View in Joins
- Utilize the staging table for downstream joins. This eliminates runtime union operations by pre-aggregating data during the staging process, simplifying execution plans and reducing query overhead.
This solution ensures more robust and efficient data processing while supporting the pipeline's long-term goals.