{"uid":"cap_0ihZ0To6VgoD5gsT-Zc9j","slug":"render-jobs-deduplication-and-weighted-mean-analysis-a17de872","name":"Render Jobs Deduplication and Weighted Mean Analysis","description":"Render jobs — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied render jobs records (render_seconds, sample_count). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-creative-02-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","render_seconds","sample_count"],"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},"sample_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","sample_count":1,"render_seconds":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","sample_count":2,"render_seconds":20},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","sample_count":3,"render_seconds":15},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","sample_count":4,"render_seconds":30}],"maxItems":200,"minItems":1},"field":{"enum":["render_seconds","sample_count"],"type":"string","default":"render_seconds"}}},"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_bpL2QNGFh8sxJWiE-TXxh","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":"Performs exact row deduplication and secondary-measure weighted mean calculation on up to 200 render job records (render_seconds, sample_count), returning two analytical reports.","exampleAgentPrompt":"I have a list of render job records with render_seconds and sample_count for different asset groups — can you deduplicate the rows exactly and compute the sample_count-weighted mean of render_seconds across all entries? I have about 150 rows to process.","exampleUseCases":[{"title":"Render pipeline quality audit","prompt":"I have 120 render job records from our pipeline, each with a row_id, asset_group, date, render_seconds, and sample_count. Can you deduplicate them exactly and give me the sample_count-weighted mean of render_seconds so I can see our true average render time?"},{"title":"Asset group render time comparison","prompt":"I've exported render job logs across several asset groups — some rows are duplicated. Please deduplicate them and compute the weighted mean of render_seconds using sample_count as the weight, so I can compare performance across groups."},{"title":"Batch render statistics cleanup","prompt":"Our render farm produced about 80 job records and I suspect there are exact duplicates. Can you clean those up and calculate the sample_count-weighted mean of render_seconds so we have accurate stats for the sprint report?"}],"resultDescription":"Returns two analytical reports: (1) the input dataset after exact row deduplication (removing fully identical rows), and (2) the weighted mean of the selected measure field (render_seconds or sample_count) using the other field as the weight — all computed locally with no external lookups or predictions.","failureModes":["Payload exceeds 200 rows — request rejected","Missing required fields (row_id, date, asset_group) — validation error","All rows are duplicates — deduplication returns empty or single-row result","Null values in render_seconds or sample_count may affect weighted mean calculation","Invalid date format not matching YYYY-MM-DD pattern — schema validation failure"],"whenToPreferThis":"Choose this endpoint when you have up to 200 render job records and need both exact row-level deduplication and a secondary-measure weighted mean in a single call for $0.01 USDC. It is ideal for render pipeline analytics, media production audits, or any workflow where sample_count and render_seconds are the key metrics and you want two complementary reports without spinning up your own analytics infrastructure.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:42:52.346Z","isFirstParty":false,"canonicalSlug":"render-jobs-deduplication-and-weighted-mean-analysis-a17de872"}