{"uid":"cap_YPlQndWjRVuF6P_DIcaq0","slug":"transformation-throughput-exact-row-deduplication-duplicate-key-report-2d706ef7","name":"Transformation Throughput — Exact Row Deduplication + Duplicate Key Report","description":"Transformation throughput — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report 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-13-038?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}}},"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__cLYWbxGr5X5S7-P3jZYZ","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 transformation throughput records by exact row match and generates a duplicate key report for up to 200 rows of processed_rows and duration_seconds data.","exampleAgentPrompt":"I have a batch of transformation throughput records — can you run exact row deduplication and generate a duplicate key report for these rows? The dataset has row IDs, dataset groups, dates, processed_rows counts, and duration_seconds values.","exampleUseCases":[{"title":"ETL pipeline duplicate record cleanup","prompt":"I've got up to 150 transformation throughput records from our ETL pipeline with fields like row_id, dataset_group, date, processed_rows, and duration_seconds — can you deduplicate them by exact row match and give me a duplicate key report so I know which entries are repeated?"},{"title":"Data quality audit for throughput metrics","prompt":"Our nightly batch job is producing duplicate transformation records across dataset groups. Can you run an exact row deduplication and duplicate key report on these 80 throughput rows so I can audit the data quality before we ingest?"},{"title":"Pre-ingestion deduplication for analytics warehouse","prompt":"Before I load these 200 transformation throughput records into our warehouse, I need to strip out exact duplicate rows and get a report of all duplicated keys — the records have row IDs, dates, dataset groups, processed_rows, and duration_seconds."}],"resultDescription":"Returns two analytical reports: (1) a deduplicated set of transformation throughput rows after removing exact duplicates, and (2) a duplicate key report identifying which row_ids or record combinations appeared more than once in the supplied dataset, covering up to 200 input rows.","failureModes":["Input array exceeds 200 rows — request rejected","Missing required fields (row_id, date, processed_rows, duration_seconds) — validation error","Invalid date format not matching YYYY-MM-DD pattern — schema validation failure","Payment of 0.01 USDC not received — 402 Payment Required","Empty rows array submitted — minimum 1 item required"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and a duplicate key report for transformation throughput records (processed_rows, duration_seconds) in a single paid call. It is purpose-built for pipeline and ETL metric datasets with up to 200 rows and returns two coordinated reports from shared local analytical engines — no external lookups or live data required.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:39.549Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-exact-row-deduplication-duplicate-key-report-2d706ef7"}