{"uid":"cap_YEWRSOP1mWJIkJyPGBVF2","slug":"transformation-throughput-record-quality-audit-keyed-dataset-comparison-2a6fdd96","name":"Transformation Throughput — Record Quality Audit + Keyed Dataset Comparison","description":"Transformation throughput — Record quality audit + Keyed dataset comparison: Record quality audit + Keyed dataset comparison for supplied transformation throughput records (processed_rows, duration_seconds). Up to 200 rows; 2 independent reports using shared local analytical engines. 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Can you flag any quality issues and tell me where the two runs differ?"},{"title":"Throughput regression detection","prompt":"My data pipeline produced these two batches of transformation metrics before and after a code change — please audit the record quality and compare the two keyed datasets so I can see if processed_rows or duration_seconds changed unexpectedly."},{"title":"Multi-group dataset discrepancy review","prompt":"I have transformation throughput records for group-a and group-b across two different time windows and I need a quality audit plus a side-by-side comparison to find any mismatches in row counts or processing times — can you run both reports?"}],"resultDescription":"Returns two independent analytical reports: (1) a record quality audit highlighting null values, anomalies, and data integrity issues across the supplied rows, and (2) a keyed dataset comparison identifying differences between the primary and secondary datasets matched by row_id, dataset_group, and date — covering processed_rows and duration_seconds fields.","failureModes":["Exceeding 200 rows returns an error or truncated result","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes validation failure","Invalid date format (non YYYY-MM-DD) rejected by schema pattern","Numeric values outside allowed range trigger schema validation errors","Empty rows array (minItems:1 not met) causes rejection","Mismatched row_ids between primary and secondary datasets may yield sparse comparison results"],"whenToPreferThis":"Choose this endpoint when you have transformation throughput records with processed_rows and duration_seconds metrics and need both a data quality audit and a side-by-side keyed comparison in a single API call for up to 200 rows. 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