{"uid":"cap_kHykbmjadB79H0ICNuMsa","slug":"transformation-throughput-analytics-duplicate-key-report-numeric-row-a5624549","name":"Transformation Throughput Analytics: Duplicate Key Report + Numeric Row Ordering","description":"Transformation throughput — Duplicate key report + Numeric row ordering: Duplicate key report + 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-13-058?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_46Q5kQqZRSIoCJgj_iaNQ","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 supplied transformation throughput records (processed_rows, duration_seconds) to produce a duplicate key report and numeric row ordering report for up to 200 rows.","exampleAgentPrompt":"Can you run a duplicate key check and numeric row ordering on these transformation throughput records? I have 4 rows with row_id, dataset_group, date, processed_rows, and duration_seconds — I want to analyze them by processed_rows.","exampleUseCases":[{"title":"ETL pipeline duplicate audit","prompt":"I have a batch of 50 transformation throughput records with row IDs, dataset groups, dates, processed_rows, and duration_seconds — can you find any duplicate keys and rank the rows numerically by processed_rows?"},{"title":"Pipeline duration ranking","prompt":"Here are my 30 ETL job records for last month, each with a row_id, dataset_group, date, processed_rows, and duration_seconds. Can you order them numerically by duration_seconds and flag any duplicate row IDs?"},{"title":"Data quality check before ingestion","prompt":"Before I ingest these 80 transformation throughput rows into our warehouse, can you run a duplicate key report and a numeric ordering by processed_rows so I can spot any data issues?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated key values across the supplied records, and (2) a numeric row ordering report ranking the rows by the selected metric (processed_rows or duration_seconds). Covers up to 200 input rows using local analytical engines with no external lookups.","failureModes":["Missing required fields (row_id, dataset_group, date, processed_rows, duration_seconds) causes validation error","Exceeding 200 rows returns an error or truncation","Invalid date format (not YYYY-MM-DD) causes schema rejection","Null values in numeric fields (processed_rows or duration_seconds) may affect ordering output","Invalid field enum value (not 'processed_rows' or 'duration_seconds') causes request failure"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records and need both a duplicate key audit and a numeric ordering report in a single call. Ideal for lightweight, offline-style analysis of ETL/pipeline data without requiring external lookups, ML predictions, or database connections. Best suited for data engineers validating batch job logs before ingestion or during post-run audits.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-24T00:54:21.675Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-duplicate-key-report-numeric-row-a5624549"}