{"uid":"cap_lrpeMgTzOTA3E8fTMauUx","slug":"transformation-throughput-analytics-numeric-row-ordering-secondary-ab4d194d","name":"Transformation Throughput Analytics — Numeric Row Ordering + Secondary-Measure Weighted Mean","description":"Transformation throughput — Numeric row ordering + Secondary-measure weighted mean: Numeric row ordering + Secondary-measure weighted mean 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-13-121?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"}}},"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_EeXVJO-SbDuxYlJLBZeSr","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 chosen numeric field and computes a secondary-measure weighted mean, delivering two analytical reports for up to 200 supplied rows.","exampleAgentPrompt":"Rank these transformation throughput records by processed_rows and compute the weighted mean of duration_seconds — I have 4 records: row-1 (group-a, 2026-10-01, 10 rows, 1s), row-2 (group-b, 2026-10-02, 20 rows, 2s), row-3 (group-a, 2026-10-03, 15 rows, 3s), row-4 (group-b, 2026-10-04, 30 rows, 4s).","exampleUseCases":[{"title":"Ranking ETL runs by throughput volume","prompt":"I have a list of ETL job runs with their processed row counts and durations — can you rank them by processed_rows and also give me the weighted mean of duration_seconds across all runs? Here are the records: job-A (team-1, 2026-11-01, 500 rows, 10s), job-B (team-2, 2026-11-02, 1200 rows, 22s), job-C (team-1, 2026-11-03, 300 rows, 7s)."},{"title":"Weighted average duration for pipeline monitoring","prompt":"For my pipeline monitoring report, please order these 5 transformation jobs by duration_seconds and compute the secondary weighted mean of processed_rows: run-1 (batch-a, 2026-09-10, 8000 rows, 45s), run-2 (batch-b, 2026-09-11, 3000 rows, 20s), run-3 (batch-a, 2026-09-12, 15000 rows, 90s), run-4 (batch-b, 2026-09-13, 6000 rows, 35s), run-5 (batch-a, 2026-09-14, 11000 rows, 60s)."},{"title":"Dataset group performance comparison","prompt":"Analyze these transformation records for my two dataset groups — sort by processed_rows and give me the weighted mean of duration_seconds: ds-1 (group-x, 2026-12-01, 250 rows, 5s), ds-2 (group-y, 2026-12-02, 780 rows, 14s), ds-3 (group-x, 2026-12-03, 430 rows, 9s), ds-4 (group-y, 2026-12-04, 920 rows, 18s)."}],"resultDescription":"Returns two analytical reports: (1) the supplied rows ordered by the chosen numeric field (processed_rows or duration_seconds), and (2) a weighted mean of the secondary measure computed from the supplied data. No external data is fetched; all computation is performed on the submitted rows.","failureModes":["More than 200 rows submitted — request rejected with validation error","Missing required fields (row_id, date, processed_rows, duration_seconds) cause schema validation failure","Invalid date format (not YYYY-MM-DD) triggers pattern validation error","Null values in both numeric fields may produce undefined weighted mean","field enum value not one of 'processed_rows' or 'duration_seconds' causes rejection","Payment not included or insufficient USDC causes x402 payment-required error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records (with processed_rows and duration_seconds) and need both a numeric ranking and a weighted mean in a single API call. Prefer it over generic stats libraries when you want a pre-packaged, pay-per-call analytical report without setting up local computation infrastructure. It is not suitable for live data lookups, predictions, or datasets exceeding 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:43.258Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-numeric-row-ordering-secondary-ab4d194d"}