{"uid":"cap_h4d5dz5i7LP2wFb4saqcN","slug":"lighting-setups-data-quality-suite-record-audit-deduplication-numeric-4f1fe34a","name":"Lighting Setups Data Quality Suite: Record Audit + Deduplication + Numeric Distribution","description":"Lighting setups — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution 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-11-210?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"}}},"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_p6wmaFPNut861abWf4obz","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 local analytical reports on lighting setup records — record quality audit, exact row deduplication, and numeric distribution — for up to 200 rows covering light_count and render_seconds fields.","exampleAgentPrompt":"Can you run a quality audit, exact duplicate check, and numeric distribution analysis on my lighting setup records? I have about 50 rows with fields like row_id, asset_group, date, light_count, and render_seconds — I want to analyze light_count specifically.","exampleUseCases":[{"title":"Pre-pipeline lighting data cleanup","prompt":"I have 120 rows of lighting setup data with row_id, asset_group, date, light_count, and render_seconds. Before I hand it off to the render farm, can you run a record quality audit, find any exact duplicate rows, and show me the numeric distribution for render_seconds?"},{"title":"QA check on 3D asset group records","prompt":"We just exported our lighting configs for asset groups A through D — about 80 rows. Can you audit the record quality, deduplicate any repeated rows, and give me a distribution breakdown of light_count values?"},{"title":"Render time profiling for studio report","prompt":"I need to profile our render_seconds data across 150 lighting setup rows. Run the record quality audit, check for duplicate entries, and give me a numeric distribution of render_seconds so I can include it in our studio performance report."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging missing, null, or malformed values per field; (2) an exact row deduplication report identifying repeated rows; and (3) a numeric distribution summary (e.g. min, max, mean, percentiles, histogram bins) for the selected numeric field (light_count or render_seconds). All computed locally with no external lookups.","failureModes":["Rows array empty or missing — validation error returned","More than 200 rows submitted — request rejected with row limit error","Invalid date format (not YYYY-MM-DD) in any row — schema validation failure","Invalid field enum value (not light_count or render_seconds) — rejected","Null-only numeric field selected — distribution report may return degenerate statistics","row_id missing or exceeds 80 characters — schema rejection"],"whenToPreferThis":"Choose this endpoint when you need a fast, low-cost ($0.01 USDC) bundled data quality pass on lighting setup tabular records — specifically when you want all three of record auditing, deduplication, and numeric profiling in a single call without external data lookups or predictions. Ideal for pre-processing steps before render pipelines or reporting workflows involving up to 200 lighting configuration rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:57:04.992Z","isFirstParty":false,"canonicalSlug":"lighting-setups-data-quality-suite-record-audit-deduplication-numeric-4f1fe34a"}