Solutions: 1. MERGE INTO products_delta AS target USING products_staging AS source ON target.SKU_Code = source.SKU_Code WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * 2. MERGE INTO sales_delta AS target USING sales_daily AS source ON target.Sale_ID = source.Sale_ID WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * 3. SET spark.databricks.delta.schema.autoMerge.enabled = true; MERGE INTO customers_delta AS target USING customers_enriched AS source ON target.Customer_ID = source.Customer_ID WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * 4. MERGE INTO dim_customers_delta AS target USING stg_customers AS source ON target.Customer_ID = source.Customer_ID WHEN MATCHED THEN UPDATE SET target.Customer_Name = source.Customer_Name, target.Email = source.Email, target.Phone = source.Phone, target.Update_Date = current_date() WHEN NOT MATCHED THEN INSERT (Customer_ID, Customer_Name, Email, Phone, Create_Date, Update_Date) VALUES (source.Customer_ID, source.Customer_Name, source.Email, source.Phone, current_date(), current_date()) 5. MERGE INTO inventory_delta AS target USING inventory_updates AS source ON target.SKU_Code = source.SKU_Code WHEN MATCHED THEN UPDATE SET target.Stock_Qty = target.Stock_Qty + source.Quantity_Change WHEN NOT MATCHED THEN INSERT (SKU_Code, Stock_Qty) VALUES (source.SKU_Code, source.Quantity_Change) 6. MERGE INTO pricing_delta AS target USING pricing_updates AS source ON target.SKU_Code = source.SKU_Code WHEN MATCHED AND source.Update_Type = 'Price_Increase' THEN UPDATE SET target.Final_MRP = target.Final_MRP * 1.1 WHEN MATCHED AND source.Update_Type = 'Price_Decrease' THEN UPDATE SET target.Final_MRP = target.Final_MRP * 0.9 WHEN NOT MATCHED THEN INSERT * 7. MERGE INTO sales_delta AS target USING sales_incremental AS source ON target.Sale_ID = source.Sale_ID WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * ; -- Check operation metrics DESCRIBE HISTORY sales_delta 8. MERGE INTO products_delta AS target USING products_deletes AS source ON target.SKU_Code = source.SKU_Code WHEN MATCHED THEN UPDATE SET target.is_deleted = true, target.deleted_date = current_date() 9. WITH combined_sales AS ( SELECT * FROM online_sales UNION ALL SELECT * FROM store_sales ) MERGE INTO consolidated_sales_delta AS target USING combined_sales AS source ON target.Sale_ID = source.Sale_ID WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * 10. MERGE INTO customer_orders_delta AS target USING order_updates AS source ON target.Customer_ID = source.Customer_ID AND target.Order_Date = source.Order_Date AND target.Product_ID = source.Product_ID WHEN MATCHED AND source.Status = 'Cancelled' THEN DELETE WHEN MATCHED THEN UPDATE SET target.Quantity = source.Quantity, target.Amount = source.Amount WHEN NOT MATCHED THEN INSERT * 11. ALTER TABLE products_delta ADD CONSTRAINT valid_weight CHECK (Weight > 0); MERGE INTO products_delta AS target USING products_updates AS source ON target.SKU_Code = source.SKU_Code WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * 12. MERGE INTO sales_delta AS target USING late_arriving_sales AS source ON target.Sale_ID = source.Sale_ID WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT * 13. -- First, check historical version SELECT * FROM sales_delta VERSION AS OF 5 WHERE Sale_ID = 'SALE001'; -- Merge correction MERGE INTO sales_delta AS target USING data_corrections AS source ON target.Sale_ID = source.Sale_ID WHEN MATCHED THEN UPDATE SET target.Gross_Amount = source.Corrected_Amount 14. MERGE INTO cdc_target_delta AS target USING cdc_stream AS source ON target.ID = source.ID WHEN MATCHED AND source.operation = 'DELETE' THEN DELETE WHEN MATCHED AND source.operation = 'UPDATE' THEN UPDATE SET * WHEN NOT MATCHED AND source.operation = 'INSERT' THEN INSERT * 15. -- Optimize table before merge OPTIMIZE large_sales_delta ZORDER BY (Sale_Date, Customer_ID); -- Perform merge operation MERGE INTO large_sales_delta AS target USING daily_sales AS source ON target.Sale_ID = source.Sale_ID WHEN MATCHED THEN UPDATE SET * WHEN NOT MATCHED THEN INSERT *