{"uid":"cap_4hsQeclFwIiaFvjMc74Py","slug":"transformation-throughput-record-quality-audit-base-100-series-3274e782","name":"Transformation Throughput — Record Quality Audit + Base-100 Series","description":"Transformation throughput — Record quality audit + Base-100 series: Record quality audit + Base-100 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-13-012?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"},"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_4ojsPCyQesPG6acC3nDvR","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 analytical reports on transformation throughput data: a record quality audit and a base-100 indexed series for processed_rows or duration_seconds metrics.","exampleAgentPrompt":"Can you run a record quality audit and base-100 index series on my transformation throughput data — here are up to 200 rows with row_id, dataset_group, date, processed_rows, and duration_seconds — index on the processed_rows field starting from row index 0?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"I have daily ETL job logs with row IDs, dataset groups, dates, processed_rows, and duration_seconds for the past month — can you audit the record quality and flag any missing or anomalous values across those rows?"},{"title":"Baseline-indexed throughput trend analysis","prompt":"Take these 150 transformation job records and give me a base-100 series indexed to the first entry for the duration_seconds field, so I can see how processing time has changed relative to that starting point."},{"title":"Multi-group pipeline performance comparison","prompt":"I've got throughput records for two dataset groups over 90 days — run the quality audit and base-100 index on processed_rows starting at index 0 so I can compare their relative performance trends."}],"resultDescription":"Returns two reports for the submitted rows: (1) a record quality audit identifying completeness issues, nulls, or anomalies in the supplied fields, and (2) a base-100 indexed series for the chosen metric (processed_rows or duration_seconds) anchored at the specified base_index row — all computed locally with no external lookups.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, processed_rows, duration_seconds) cause row-level rejection","Invalid date format (not YYYY-MM-DD) triggers schema validation failure","base_index out of range (>=number of submitted rows) causes an error","Null-only columns for the selected field may produce degenerate index output"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records and need both a data quality audit and a base-100 indexed time series in a single call at low cost ($0.01 USDC). It is best suited for offline or batch analytical review of ETL pipeline metrics rather than real-time monitoring or prediction.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:03.087Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-record-quality-audit-base-100-series-3274e782"}