{"uid":"cap_Bpqrt0Oe1H9zok6gGoLxA","slug":"render-jobs-category-frequencies-and-keyed-dataset-comparison-24fabbfc","name":"Render Jobs Category Frequencies and Keyed Dataset Comparison","description":"Render jobs — Category frequencies + Keyed dataset comparison: Category frequencies + Keyed dataset comparison 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-02-111?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}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"asset_group":{"type":"string","default":"","maxLength":80},"sample_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"render_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","asset_group":"group-a","sample_count":1,"render_seconds":10},{"date":"2026-10-02","row_id":"row-2","asset_group":"group-b","sample_count":2,"render_seconds":20},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","sample_count":3,"render_seconds":15},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","sample_count":4,"render_seconds":30}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","render_seconds","sample_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","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":21},{"date":"2026-10-03","row_id":"row-3","asset_group":"group-a","sample_count":3,"render_seconds":17},{"date":"2026-10-04","row_id":"row-4","asset_group":"group-b","sample_count":4,"render_seconds":33}],"maxItems":200,"minItems":0}}},"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_Nm_I1feX10TUXhzyHNF1J","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":"Analyzes render job records to produce category frequency distributions and a keyed comparison between two supplied datasets (up to 200 rows each).","exampleAgentPrompt":"I have two sets of render job logs — one from last week and one from this week — each with row IDs, asset groups, dates, render seconds, and sample counts. Can you run a category frequency breakdown and a keyed comparison between them to show me what changed?","exampleUseCases":[{"title":"Weekly render pipeline comparison","prompt":"Compare these two batches of render job records from our animation pipeline — the first is from week 1 and the second from week 2. Both have row IDs, asset groups, dates, render_seconds, and sample_count. I want a category frequency breakdown and a side-by-side keyed comparison to see what shifted."},{"title":"Asset group frequency audit","prompt":"I've got up to 200 render job rows tagged with asset groups, dates, render seconds, and sample counts. Can you give me a frequency report showing how often each asset group appears, and compare it against a reference dataset I'll also supply?"},{"title":"Render time discrepancy detection","prompt":"Here are two exports of render job logs — same row IDs but possibly different render_seconds and sample_count values. Run a keyed dataset comparison and a category frequency analysis so I can spot any discrepancies between the two exports."}],"resultDescription":"Returns two analytical reports: (1) a category frequencies report showing how often each asset_group (and potentially other categorical fields) appears across the supplied rows, and (2) a keyed dataset comparison report that aligns records from both the primary and secondary datasets by row_id and highlights differences in render_seconds and sample_count values. No external data is fetched; analysis is performed locally on the supplied data.","failureModes":["Missing required fields (row_id, asset_group, date, render_seconds, sample_count) cause validation errors","Supplying more than 200 rows in either dataset exceeds the row limit","Date strings not matching YYYY-MM-DD pattern are rejected","Empty rows array causes a minItems validation failure","Mismatched or missing row_id keys between datasets may produce incomplete comparison results"],"whenToPreferThis":"Choose this endpoint when you have render job records with asset group and timing metrics and need both a categorical frequency breakdown and a keyed row-by-row comparison between two datasets in a single low-cost call. It is ideal for pipeline QA, comparing render job exports across time periods, or auditing discrepancies between two data pulls — all without requiring an external database or live lookup.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T12:43:30.523Z","isFirstParty":false,"canonicalSlug":"render-jobs-category-frequencies-and-keyed-dataset-comparison-24fabbfc"}