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14:30:45.123[INFO][ingestion]Starting data ingestion pipeline run_8f3k2

14:30:45.456[DEBUG][ingestion]Connecting to source database: postgres://prod-db.cluster.local

14:30:46.789[INFO][ingestion]Successfully connected to source database

14:30:47.012[INFO][transform]Initializing transform stage with 4 workers

14:30:48.345[WARN][transform]Detected null values in column 'user_email', applying default transformation

14:31:15.678[INFO][transform]Processed 500,000 records

14:31:45.901[INFO][transform]Processed 1,000,000 records

14:32:10.234[INFO][validate]Starting data validation checks

14:32:12.567[INFO][validate]Schema validation passed

14:32:14.890[INFO][validate]Data quality checks passed (99.8% accuracy)

14:32:18.123[INFO][load]Beginning load to destination warehouse

14:32:34.456[INFO][load]Successfully loaded 1,234,567 records

14:32:34.789[INFO][orchestrator]Pipeline run_8f3k2 completed successfully in 2m 34s