{"uid":"cap_COrxAEmuhNbQLo7IVF2b5","slug":"transformation-throughput-analytics-base-100-series-keyed-dataset-9bce5d17","name":"Transformation Throughput Analytics — Base-100 Series & Keyed Dataset Comparison","description":"Transformation throughput — Base-100 series + Keyed dataset comparison: Base-100 series + 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-13-168?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},"base_index":{"type":"integer","default":0,"maximum":199,"minimum":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_j3powBpLvIVjeOUrw3v7-","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 transformation throughput records (processed_rows, duration_seconds) producing a Base-100 indexed trend series and a keyed dataset comparison report for up to 200 rows.","exampleAgentPrompt":"I have two groups of ETL job records — group-a and group-b — logged daily from 2026-10-01 to 2026-10-04, each with processed_rows and duration_seconds values. Can you run a Base-100 series and keyed dataset comparison on the processed_rows field for those records?","exampleUseCases":[{"title":"ETL pipeline throughput benchmarking","prompt":"I have daily transformation logs for two pipeline groups — prod-pipeline and staging-pipeline — from 2026-09-01 to 2026-09-30, each row has processed_rows and duration_seconds. Can you index them on a Base-100 scale and compare the two groups side by side on processed_rows?"},{"title":"Processing speed regression detection","prompt":"My team ran data transformation jobs over the last two weeks across group-alpha and group-beta. Here are the 60 rows with row_id, date, dataset_group, processed_rows, and duration_seconds. Run a Base-100 series on duration_seconds and do a keyed dataset comparison so I can see if group-beta regressed."},{"title":"Monthly throughput report across data domains","prompt":"I have 150 transformation throughput records across three dataset groups — finance, logistics, and crm — logged throughout October 2026. Can you produce a Base-100 trend series and a keyed dataset comparison for processed_rows so I can see which domain is scaling best?"}],"resultDescription":"Returns two analytical reports: (1) a Base-100 indexed time series showing how the selected metric (processed_rows or duration_seconds) trends relative to a baseline value, and (2) a keyed dataset comparison breaking down the same metric across dataset_group keys, all computed locally from the supplied rows without any external lookups.","failureModes":["Rows array exceeds 200 items — request rejected","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) on any row — validation error","Invalid date format (not YYYY-MM-DD) — pattern mismatch error","Field selector not one of 'processed_rows' or 'duration_seconds' — enum validation error","All metric values are null — cannot compute Base-100 index","Payment not completed via x402 protocol — endpoint returns 402"],"whenToPreferThis":"Choose this endpoint when you need both a Base-100 normalized trend view and a keyed group-level comparison of ETL or data transformation throughput metrics in a single call. It is ideal for data engineers who have already collected their pipeline logs and want offline analytical reports without live data lookups, external integrations, or AI-generated predictions. At $0.01 USDC for two reports on up to 200 rows, it is cost-effective for routine pipeline performance reviews.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:41.734Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-base-100-series-keyed-dataset-9bce5d17"}