{"uid":"cap_NXtuqDOs71vL6AaOumfjP","slug":"lighting-setups-trailing-mean-series-and-keyed-dataset-comparison-afcc6c6c","name":"Lighting Setups Trailing Mean Series and Keyed Dataset Comparison","description":"Lighting setups — Trailing mean series + Keyed dataset comparison: Trailing mean series + Keyed dataset comparison for supplied lighting setups records (light_count, render_seconds). Up to 200 rows; 2 independent reports using shared local analytical engines. 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Can you compute a trailing mean series on render_seconds so I can see how our average render time has been trending over time?"},{"title":"Comparing two lighting rig configurations","prompt":"We ran two different lighting configurations across the same asset groups. I have both datasets with row IDs, dates, light counts, and render seconds. Can you do a keyed comparison to show me where the two sets of records differ in light_count values?"},{"title":"Asset group rolling average for light count","prompt":"I have 150 rows of lighting setup data across multiple asset groups spanning the last quarter. Please generate a trailing mean series for light_count so I can see the smoothed average over time per group and compare it against our reference dataset."}],"resultDescription":"Returns two analytical reports: (1) a trailing mean time series showing rolling averages of the selected field (light_count or render_seconds) across the supplied rows, and (2) a keyed dataset comparison highlighting differences between the primary and comparison dataset by row key. All computation is local with no external lookups.","failureModes":["Fewer than 1 row supplied — request rejected","More than 200 rows supplied — truncated or rejected","Invalid date format (not YYYY-MM-DD) — validation error","Missing required fields (row_id, asset_group, date, light_count, render_seconds) — schema error","Invalid field selector (not light_count or render_seconds) — enum validation error","Mismatched row keys between primary and comparison dataset — comparison may return empty diff"],"whenToPreferThis":"Choose this endpoint when you need both a rolling/trailing mean time series and a keyed dataset comparison for lighting setup data (light_count and render_seconds) in a single call. Ideal for 3D rendering pipelines, lighting TD workflows, or creative production analytics where you want to trend-smooth one metric and simultaneously diff two versioned datasets — all offline without any external API dependency.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:05.785Z","isFirstParty":false,"canonicalSlug":"lighting-setups-trailing-mean-series-and-keyed-dataset-comparison-afcc6c6c"}