{"uid":"cap_XXzducxcRviAOJv6ObHvD","slug":"transformation-throughput-duplicate-key-report-trailing-mean-series-6c6e7541","name":"Transformation Throughput — Duplicate Key Report + Trailing Mean Series","description":"Transformation throughput — Duplicate key report + Trailing mean series: Duplicate key report + Trailing mean 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-13-061?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"},"window":{"type":"integer","default":2,"maximum":200,"minimum":2}}},"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_qFZvNOW20nd7eHKOBarM-","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":"Analyzes transformation throughput records to produce a duplicate key report and a trailing mean (rolling average) series for processed_rows or duration_seconds fields, up to 200 rows.","exampleAgentPrompt":"Can you run a duplicate key check and trailing mean series on my transformation throughput data — here are 50 records with row_id, dataset_group, date, processed_rows, and duration_seconds — use the processed_rows field with a window size of 5?","exampleUseCases":[{"title":"ETL pipeline duplicate detection","prompt":"I have 120 rows of ETL transformation logs with row_id, dataset_group, date, processed_rows, and duration_seconds — can you scan them for any duplicate row_ids and also give me a trailing mean of processed_rows with a window of 10?"},{"title":"Throughput trend smoothing for ops review","prompt":"We're doing a weekly ops review and I need a rolling average of duration_seconds across our transformation runs — here's the data for the last 200 jobs, please use a window of 7 and also flag any duplicate keys."},{"title":"Data quality audit before ingestion","prompt":"Before we ingest this batch, can you check these 80 transformation throughput records for duplicate row IDs and compute a 3-period trailing mean on processed_rows so I can spot any anomalies?"}],"resultDescription":"Returns two independent reports: (1) a duplicate key report listing any row_ids that appear more than once in the supplied data, and (2) a trailing (rolling) mean series for the selected field (processed_rows or duration_seconds) computed over the specified window size, covering up to 200 input rows.","failureModes":["Fewer than 1 row supplied — returns validation error","More than 200 rows submitted — rejected with maxItems error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Window size outside 2–200 range — rejected by schema","Field value not in enum ['processed_rows','duration_seconds'] — validation error","Missing required fields (row_id, date, etc.) in any row — request rejected"],"whenToPreferThis":"Choose this endpoint when you have structured transformation throughput records and need both duplicate key detection and a rolling/trailing mean series computed together in a single paid call. It is ideal for lightweight, offline analytical tasks on up to 200 rows without needing external lookups, predictions, or stateful storage. It is not suitable for real-time streaming, datasets exceeding 200 rows, or analyses beyond duplicate detection and trailing means.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:41:59.969Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-duplicate-key-report-trailing-mean-series-6c6e7541"}