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Extract, transform, load
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=== Additional phases === A real-life ETL cycle may consist of additional execution steps, for example: # Cycle initiation # Build [[reference data]] # Extract (from sources) # [[data validation|Validate]] # Transform ([[data cleaning|clean]], apply [[business rule]]s, check for [[data integrity]], create [[Aggregate (data warehouse)|aggregates]] or disaggregates) # Stage (load into [[staging (data)|staging]] tables, if used) # [[Audit report]]s (for example, on compliance with business rules. Also, in case of failure, helps to diagnose/repair) # Publish (to target tables) # [[Archiving|Archive]]
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