{"uid":"cap_hsxSwqJ7rYhMopszJo_C1","slug":"transformation-throughput-exact-row-deduplication-numeric-row-ordering-cb0f819a","name":"Transformation Throughput — Exact Row Deduplication + Numeric Row Ordering","description":"Transformation throughput — Exact row deduplication + Numeric row ordering: Exact row deduplication + Numeric row ordering 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-13-042?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__7c8wTOxRdGcwRQVUtaQs","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":"Deduplicates and numerically orders up to 200 transformation throughput records (processed_rows, duration_seconds), returning 2 analytical reports per call.","exampleAgentPrompt":"Deduplicate and numerically order these transformation throughput records — I have 50 rows with row_id, dataset_group, date, processed_rows, and duration_seconds fields — and give me both analytical reports on the processed_rows field.","exampleUseCases":[{"title":"ETL pipeline deduplication audit","prompt":"I have a batch of 120 ETL job records with processed_rows and duration_seconds that may contain duplicates — can you deduplicate them and give me a numerically ordered report sorted by processed_rows?"},{"title":"Dataset group throughput ranking","prompt":"Take these 80 transformation throughput rows across dataset groups A and B and deduplicate them, then order them numerically by duration_seconds so I can see which jobs ran longest."},{"title":"Data quality check before reporting","prompt":"Before I send these 45 pipeline throughput records to my stakeholders, can you remove any duplicate rows and produce two reports with numeric ordering on the processed_rows field?"}],"resultDescription":"Two analytical reports per call: one showing exact row deduplication results (duplicate rows removed, unique rows retained) and one showing numeric row ordering of the specified field (processed_rows or duration_seconds), applied to up to 200 supplied transformation throughput records.","failureModes":["More than 200 rows submitted — request rejected due to maxItems limit","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","row_id exceeds 80 characters — field length validation error","field enum value not 'processed_rows' or 'duration_seconds' — invalid enum error"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records with processed_rows and duration_seconds metrics and need both exact deduplication and numeric ordering in a single low-cost call. Ideal for pre-reporting data cleaning of ETL pipeline logs 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":"2026-10-15T12:38:57.440Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-exact-row-deduplication-numeric-row-ordering-cb0f819a"}