{"uid":"cap_3yi3fzO5ZNo_4FNi0UuAa","slug":"transformation-throughput-analytics-quality-audit-deduplication-daily-42d20223","name":"Transformation Throughput Analytics — Quality Audit + Deduplication + Daily Sum Series","description":"Transformation throughput — Record quality audit + Exact row deduplication + Daily sum series: Record quality audit + Exact row deduplication + Daily sum series for supplied transformation throughput records (processed_rows, duration_seconds). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-13-215?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_pfHo5OrGjmz9a9hyK7FRd","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 three analytical reports on transformation throughput records: record quality audit, exact row deduplication, and daily sum time series — all computed locally on up to 200 supplied rows.","exampleAgentPrompt":"Can you audit the quality of these transformation throughput records, find any exact duplicate rows, and give me a daily sum series for processed_rows? Here are my records with row_id, dataset_group, date, processed_rows, and duration_seconds — up to 150 rows from our pipeline.","exampleUseCases":[{"title":"ETL pipeline quality audit","prompt":"I have a batch of transformation throughput logs from our ETL pipeline — can you run a quality audit on them, flag any bad records, deduplicate exact duplicates, and show me the daily totals for processed_rows? I'll give you the rows with row_id, dataset_group, date, processed_rows, and duration_seconds."},{"title":"Daily duration sum series for reporting","prompt":"Take these 80 transformation throughput records and give me a daily sum series for duration_seconds — also run the quality audit and deduplication reports while you're at it. Each row has a row_id, dataset_group, date, processed_rows, and duration_seconds field."},{"title":"Deduplication check before data warehouse load","prompt":"Before we load this data into the warehouse, can you check these 120 pipeline throughput records for exact duplicate rows and flag any quality issues? Also compute the daily processed_rows totals so we can sanity-check the numbers."}],"resultDescription":"Returns three independent analytical reports computed on the supplied rows: (1) a record quality audit flagging malformed or anomalous entries in processed_rows and duration_seconds, (2) an exact row deduplication report identifying and removing identical records, and (3) a daily sum time series aggregating the selected field (processed_rows or duration_seconds) by date across all dataset groups.","failureModes":["Fewer than 1 row or more than 200 rows supplied — request rejected with validation error","Missing required fields (row_id, date, processed_rows, duration_seconds) cause row-level audit failures","Invalid date format (not YYYY-MM-DD) may cause parsing errors in the daily sum series","Null values in processed_rows or duration_seconds are accepted but flagged in the quality audit","Payment failure via x402 protocol prevents processing"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous analytical reports — quality audit, deduplication, and daily aggregation — on a compact batch of transformation throughput records (up to 200 rows) in a single low-cost call. Ideal for ETL monitoring, pipeline validation workflows, and pre-load data checks where you want local computation with no external lookups or side effects.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:40.152Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-quality-audit-deduplication-daily-42d20223"}