{"uid":"cap_lOcBpf1CqgjxG457MFhK7","slug":"transformation-throughput-record-quality-audit-trailing-mean-series-4af645c2","name":"Transformation Throughput — Record Quality Audit + Trailing Mean Series","description":"Transformation throughput — Record quality audit + Trailing mean series: Record quality audit + Trailing mean series 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-13-010?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_ZK7pWiEH-fBSh07lMfIvL","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":"Runs two offline analytical reports on transformation throughput records: a record quality audit and a trailing mean series for processed_rows or duration_seconds.","exampleAgentPrompt":"Can you run a record quality audit and a trailing mean series (window size 7) on my transformation throughput data for the 'sales_pipeline' group — I want to analyze the processed_rows field across these 50 daily records?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have 120 rows of daily ETL run logs with processed_rows and duration_seconds — can you audit them for data quality issues and flag any nulls or anomalies across my 'finance' and 'ops' dataset groups?"},{"title":"Rolling average for batch processing metrics","prompt":"Compute a trailing mean series with a window of 5 for the duration_seconds field across my transformation throughput records — I want to see smoothed trends over the past 3 months of pipeline runs."},{"title":"Pre-reporting validation of throughput logs","prompt":"Before I submit my monthly pipeline report, can you run a record quality audit and a 10-day trailing mean on processed_rows for my 'marketing_etl' dataset group records?"}],"resultDescription":"Returns two analytical reports: (1) a record quality audit identifying nulls, out-of-range values, and completeness issues across the input rows, and (2) a trailing mean series showing rolling averages for the selected field (processed_rows or duration_seconds) over the specified window — all computed locally with no external data lookups.","failureModes":["Input array exceeds 200 rows — request will be rejected","Missing required fields (row_id, date, processed_rows, duration_seconds) cause validation errors","Invalid date format (not YYYY-MM-DD) triggers schema rejection","Window size larger than number of input rows may produce sparse or empty trailing mean results","Null numeric values are handled but may affect mean series completeness"],"whenToPreferThis":"Choose this endpoint when you need two bundled analytical reports — record quality audit and trailing mean series — on transformation throughput data in a single low-cost call. Ideal for data engineers validating ETL pipeline logs or monitoring batch processing trends offline, without needing live lookups, predictions, or external integrations.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:31.186Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-record-quality-audit-trailing-mean-series-4af645c2"}