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In enterprise data warehousing, SSIS serves as a core platform for Extraction, Transformation, and Load (ETL) operations. Within large data frameworks, a profile signifies an unrestricted data migration architecture. Key Architecture Principles of Full SSIS Pipelines

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If you are looking to deepen your expertise, focusing on like parallel processing or implementing advanced CDC is the next logical step. Learn how to tune your SSISDB for better performance? Explore how to implement Change Data Capture ?

| Component | Purpose | Key Settings | |-----------|---------|--------------| | | Detect new files, write their names to an SSIS variable. | FileSystemWatcher class, Created event, populate User::FileList . | | ForEach Loop (File Enumerator) | Iterate over each CSV file. | FileSpec = *.csv ; variable mapping → User::CurrentFile . | | Data Flow – Staging Load | Load raw rows into stg_Sales (no transformation). | Flat File Source → OLE DB Destination (FastLoad) . | | Execute SQL Task – CDC | Capture rows inserted in the last 24 h ( GETDATE() - 1 ). | INSERT INTO dbo.FactSales SELECT … FROM stg_Sales WHERE LoadDate > @LastRun . | | Script Component – SCD Type‑2 | Detect changes to DimProduct and insert new version rows. | Use Lookup to find existing product; if change → Insert new row with EffectiveFrom / EffectiveTo . | | Error Output | Redirect rows that fail conversion to err_Sales . | Redirect Row → Flat File Destination for audit. | | Logging | Write execution details to dbo.SSIS_ExecutionLog . | SSISDB built‑in logging + custom Execute SQL in OnPostExecute . | | Cleanup | Move processed files to archive/ folder. | File System Task (Move). |

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