{"uid":"cap_y0YJsw6ih2aVB1AclFbxU","slug":"transformation-throughput-analytics-numeric-row-ordering-keyed-1d0080fd","name":"Transformation Throughput Analytics — Numeric Row Ordering + Keyed Dataset Comparison","description":"Transformation throughput — Numeric row ordering + Keyed dataset comparison: Numeric row ordering + Keyed dataset comparison for supplied transformation throughput records (processed_rows, duration_seconds). 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-analytics-13-123?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":20,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":15,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":30,"duration_seconds":4}],"maxItems":200,"minItems":1},"field":{"enum":["processed_rows","duration_seconds"],"type":"string","default":"processed_rows"},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","processed_rows","duration_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"processed_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","processed_rows":10,"duration_seconds":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","processed_rows":21,"duration_seconds":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","processed_rows":17,"duration_seconds":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","processed_rows":33,"duration_seconds":4}],"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_v448kGpWtb51obT0-E5iW","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":"Ranks transformation throughput records by a numeric field and compares two keyed datasets, delivering two analytical reports for up to 200 rows of processed_rows/duration_seconds data.","exampleAgentPrompt":"Can you rank these ETL job records by processed_rows and compare them against last week's runs? I have two sets of up to 50 rows each with row_id, dataset_group, date, processed_rows, and duration_seconds — give me the numeric ordering report and a keyed comparison between the two datasets.","exampleUseCases":[{"title":"ETL pipeline performance ranking","prompt":"I have 80 rows of daily ETL job stats with row_id, dataset_group, date, processed_rows, and duration_seconds. Can you rank them by processed_rows and show me which jobs are at the top and bottom?"},{"title":"Before-and-after pipeline comparison","prompt":"I ran my transformation pipeline last week and this week — I have two datasets of about 60 rows each with the same row_ids. Can you compare them keyed by row_id and tell me where processed_rows or duration_seconds changed?"},{"title":"Multi-group throughput benchmarking","prompt":"I've got transformation throughput data for group-a and group-b across 100 rows. Can you rank all rows by duration_seconds and also compare group-a vs group-b side by side to see which dataset group is faster?"}],"resultDescription":"Returns two analytical reports: (1) a numeric row ordering report that ranks all submitted rows by the selected field (processed_rows or duration_seconds), and (2) a keyed dataset comparison report that aligns the primary and secondary datasets by row_id and highlights differences in metric values. No external lookups or predictions are included — all analysis uses the supplied data only.","failureModes":["More than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Null values in numeric fields may affect ranking order","Mismatched row_ids between primary and comparison datasets may limit keyed comparison coverage","field enum value not one of processed_rows or duration_seconds — rejected"],"whenToPreferThis":"Choose this endpoint when you need a combined numeric ranking plus keyed cross-dataset comparison for transformation throughput data (processed_rows, duration_seconds) in a single low-cost call. It is ideal for ETL pipeline audits, before-and-after performance comparisons, and multi-group benchmarking on datasets up to 200 rows. Prefer this over general analytics tools when you want both ordering and diff reports delivered together without external API calls or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:12.623Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-row-ordering-keyed-1d0080fd"}