{"uid":"cap_EJPb8LU9whEC49wQkz7_p","slug":"transformation-throughput-duplicate-key-report-numeric-distribution-48195583","name":"Transformation Throughput — Duplicate Key Report + Numeric Distribution","description":"Transformation throughput — Duplicate key report + Numeric distribution: Duplicate key report + Numeric distribution 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-13-055?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_afqX_4IaOvffXVa7tvP4z","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 numeric distribution (histogram) for processed_rows or duration_seconds fields, across up to 200 rows.","exampleAgentPrompt":"I have a batch of transformation throughput records with processed_rows and duration_seconds — can you run a duplicate key report and a numeric distribution on the processed_rows field for these rows?","exampleUseCases":[{"title":"ETL pipeline data quality check","prompt":"Here are 150 rows from our ETL pipeline logs with row_id, dataset_group, date, processed_rows, and duration_seconds — can you run a duplicate key report and show me the numeric distribution of processed_rows to catch any anomalies?"},{"title":"Pipeline duration distribution analysis","prompt":"I want to understand how our job durations are distributed — take these transformation throughput records and give me a duplicate key report plus a numeric distribution on the duration_seconds field."},{"title":"Daily throughput deduplication audit","prompt":"We're auditing our daily transformation jobs for duplicate entries — can you analyze these throughput records and give me both a duplicate key report and a distribution breakdown of the processed_rows values?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying rows with repeated key combinations (row_id, dataset_group, date), and (2) a numeric distribution (equal-width histogram or frequency breakdown) for the selected numeric field (processed_rows or duration_seconds), computed locally without any external lookups.","failureModes":["Missing required fields (row_id, date, dataset_group, processed_rows, duration_seconds) cause validation errors","Date strings not matching YYYY-MM-DD pattern are rejected","Submitting more than 200 rows exceeds the row limit and returns an error","Empty rows array (minItems:1 violated) returns a validation error","Invalid field enum value (not 'processed_rows' or 'duration_seconds') causes rejection","All-null numeric values in the selected field may produce an empty or degenerate distribution"],"whenToPreferThis":"Choose this endpoint when you need simultaneous duplicate detection and numeric distribution analysis on transformation throughput data (processed_rows, duration_seconds) in a single $0.01 call. Ideal for ETL data quality audits, pipeline monitoring, and batch analytics where you want two reports for up to 200 rows without any external API calls or live data lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:23.008Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-duplicate-key-report-numeric-distribution-48195583"}