{"uid":"cap_NhP82bqBMXLcdAAxRtH_t","slug":"transformation-throughput-duplicate-key-report-secondary-measure-a555dbe6","name":"Transformation Throughput — Duplicate Key Report + Secondary-Measure Weighted Mean","description":"Transformation throughput — Duplicate key report + Secondary-measure weighted mean: Duplicate key report + Secondary-measure weighted mean 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-13-067?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_OQbW5PciaqzdHO16PTu2y","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 secondary-measure weighted mean for up to 200 rows.","exampleAgentPrompt":"Check my transformation throughput records for duplicate row IDs and compute a weighted mean of processed_rows — here are 4 rows: row-1 for group-a on 2026-10-01 with 10 processed_rows and 1 duration_second, row-2 for group-b on 2026-10-02 with 20 processed_rows and 2 duration_seconds, row-3 for group-a on 2026-10-03 with 15 processed_rows and 3 duration_seconds, and row-4 for group-b on 2026-10-04 with 30 processed_rows and 4 duration_seconds.","exampleUseCases":[{"title":"ETL pipeline duplicate key audit","prompt":"I've got 150 rows of transformation throughput logs and I need to know if any row_ids are duplicated — can you run a duplicate key report on them and also give me the weighted mean of processed_rows weighted by duration_seconds?"},{"title":"Throughput weighted average for reporting","prompt":"Take these 80 transformation throughput records across dataset groups A, B, and C and calculate the weighted mean of duration_seconds for me — I also want to know if there are any repeated row IDs before I trust the numbers."},{"title":"Data quality check before pipeline merge","prompt":"Before I merge these two transformation throughput batches, can you scan the combined 200 rows for duplicate row_id keys and compute a weighted mean of processed_rows so I can compare the groups?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values within the supplied dataset, and (2) a secondary-measure weighted mean for the chosen field (processed_rows or duration_seconds), all computed locally without external lookups or predictions.","failureModes":["More than 200 rows submitted — request exceeds the maximum row limit","Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) cause validation errors","Invalid date format (must match YYYY-MM-DD pattern) results in rejection","Empty rows array (minItems: 1 not met) causes a validation failure","Non-numeric values for processed_rows or duration_seconds where numbers are expected"],"whenToPreferThis":"Choose this endpoint when you need both a duplicate key detection report and a weighted mean computation on transformation throughput records (processed_rows, duration_seconds) in a single low-cost call. It is ideal for data engineers auditing ETL outputs or pipeline logs with up to 200 rows where no external data, predictions, or live lookups are needed.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T12:38:15.804Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-duplicate-key-report-secondary-measure-a555dbe6"}