{"uid":"cap_X9Ncb9fVz2sFEngKhXXx_","slug":"transformation-throughput-analytics-quality-audit-deduplication-6642121d","name":"Transformation Throughput Analytics: Quality Audit + Deduplication + Grouped Numeric Summary","description":"Transformation throughput — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary 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-13-211?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_GuxZdn-9RHh6nTJW1jsDH","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 local analytical reports on transformation throughput records: a record quality audit, exact row deduplication, and a grouped numeric summary of processed_rows or duration_seconds.","exampleAgentPrompt":"Can you run a full quality audit, exact duplicate check, and grouped numeric summary on my transformation throughput records for the processed_rows field? Here are my rows: row-1 for group-a on 2026-10-01 with 10 processed_rows and 1 duration_second, and row-2 for group-b on 2026-10-02 with 20 processed_rows and 2 duration_seconds.","exampleUseCases":[{"title":"ETL pipeline data quality audit","prompt":"I have about 150 transformation throughput records from last month's ETL runs — can you check them for data quality issues, flag any exact duplicate rows, and give me a grouped summary of processed_rows by dataset_group?"},{"title":"Deduplication before warehouse load","prompt":"Before I load my transformation logs into the warehouse, can you run an exact row deduplication check plus a quality audit on these records? I need to know which rows are duplicates and whether the data looks clean — field to summarize is duration_seconds."},{"title":"Pipeline performance summary by group","prompt":"I have daily transformation throughput records across 5 dataset groups over the past 30 days — can you give me a grouped numeric summary of duration_seconds along with a quality audit and dedup report on all the rows?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging nulls, format violations, and out-of-range values; (2) an exact row deduplication report identifying and removing fully duplicate records; and (3) a grouped numeric summary (count, sum, mean, min, max) of the selected numeric field (processed_rows or duration_seconds) aggregated by dataset_group. All analysis is performed locally on the supplied data with no external lookups.","failureModes":["Exceeding 200 rows returns a validation error","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes a schema validation error","Invalid date format (not YYYY-MM-DD) triggers a pattern validation error","Empty rows array (minItems: 1 not met) causes a request rejection","Invalid field enum value (not processed_rows or duration_seconds) returns an error","Payment failure or insufficient USDC balance prevents execution"],"whenToPreferThis":"Choose this endpoint when you need three bundled analytical operations on transformation throughput data in a single call for $0.01 USDC: quality auditing, exact deduplication, and grouped numeric aggregation. Ideal for data engineers validating ETL pipeline records before downstream loads, or analysts who want a quick combined health-check and summary on up to 200 rows without any external data lookups or predictions.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:31.187Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-quality-audit-deduplication-6642121d"}