{"uid":"cap_iZ78iVbzQEMVmgU53sGfj","slug":"uv-layouts-exact-row-deduplication-keyed-dataset-comparison-b3c0b1d4","name":"UV Layouts — Exact Row Deduplication + Keyed Dataset Comparison","description":"UV layouts — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied uv layouts records (island_count, occupied_percent). Up to 200 rows; 2 independent reports using shared local analytical engines. 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Can you compare them key-by-key and show me which rows changed in island_count or occupied_percent?"},{"title":"Auditing UV layout quality before pipeline ingestion","prompt":"Before I ingest these two sets of UV layout records into our pipeline, can you check the first set for exact duplicates and then diff both sets against each other so I can spot any inconsistencies in island_count or occupied_percent values?"}],"resultDescription":"Two independent analytical reports: (1) an exact row deduplication report identifying duplicate and unique rows in the primary dataset; (2) a keyed dataset comparison report showing which row_ids match, differ, or are missing between the two supplied datasets, based on island_count and occupied_percent values.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, asset_group, date, island_count, occupied_percent) cause validation error","Invalid date format (not YYYY-MM-DD) causes schema rejection","Numeric values outside allowed range cause validation failure","Empty rows array (minItems: 1 not met) causes error"],"whenToPreferThis":"Choose this endpoint when you need both exact-duplicate detection and a keyed side-by-side comparison of two UV layout datasets in a single call, without any external lookups or ML-based predictions. It is well-suited for data quality pipelines processing UV mapping outputs (island_count, occupied_percent) up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:48:59.003Z","isFirstParty":false,"canonicalSlug":"uv-layouts-exact-row-deduplication-keyed-dataset-comparison-b3c0b1d4"}