{"uid":"cap_DJtrxfEtnryk7nUeXkNKP","slug":"lighting-setups-data-quality-suite-audit-dedup-trailing-mean-5dda1cba","name":"Lighting Setups Data Quality Suite: Audit + Dedup + Trailing Mean","description":"Lighting setups — Record quality audit + Exact row deduplication + Trailing mean series: Record quality audit + Exact row deduplication + Trailing mean series for supplied lighting setups records (light_count, render_seconds). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-creative-11-216?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","light_count","render_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"light_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","light_count":10,"render_seconds":1},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","light_count":20,"render_seconds":2},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","light_count":15,"render_seconds":3},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","light_count":30,"render_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["light_count","render_seconds"],"type":"string","default":"light_count"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_CMgauaw11INW-L8vpvXx6","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Runs three analytical reports on lighting setup records: a record quality audit, exact row deduplication, and a trailing mean time series for light_count or render_seconds.","exampleAgentPrompt":"Can you run all three analytics reports on my lighting setup records — quality audit, exact duplicate check, and a 5-row trailing mean for light_count — here are my 12 rows with row_id, asset_group, date, light_count, and render_seconds?","exampleUseCases":[{"title":"Pre-pipeline data quality check","prompt":"Before I hand off these 80 lighting setup rows to our render pipeline, run a quality audit and exact deduplication check on them — fields are row_id, asset_group, date, light_count, and render_seconds."},{"title":"Moving average trend for render times","prompt":"I have 50 lighting records across two asset groups. Can you compute a trailing mean series for render_seconds using a window of 4, along with the full quality audit and dedup report?"},{"title":"Cleaning exported lighting logs","prompt":"I exported 150 lighting setup rows from our scene manager and I need to know which ones have quality issues, which are exact duplicates, and what the 3-row trailing mean looks like for light_count — can you run all three reports?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or out-of-range values per row; (2) an exact row deduplication report identifying fully duplicate records; and (3) a trailing mean time series computed over the specified window for the chosen field (light_count or render_seconds), all derived from the supplied rows without any external lookup.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, light_count, render_seconds) causes schema rejection","Invalid date format (non YYYY-MM-DD) triggers a pattern validation error","Window value outside [2, 200] range causes a parameter error","Empty rows array rejected due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need all three analytical operations — quality audit, exact deduplication, and trailing mean series — applied to the same batch of lighting setup records in a single call for $0.01 USDC, and you do not require external lookups, predictions, or live data enrichment. Ideal for pre-pipeline data validation and exploratory analysis of render datasets up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:16.491Z","isFirstParty":false,"canonicalSlug":"lighting-setups-data-quality-suite-audit-dedup-trailing-mean-5dda1cba"}