{"uid":"cap_jPemxoLOzjI810zXaFXki","slug":"transformation-throughput-deduplication-and-grouped-numeric-summary-cfca9441","name":"Transformation Throughput Deduplication and Grouped Numeric Summary","description":"Transformation throughput — Exact row deduplication + Grouped numeric summary: Exact row deduplication + Grouped numeric summary 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-13-040?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_UhaSmabHa1VRx_J8xhLwj","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 exact rows and produces grouped numeric summaries for transformation throughput records containing processed_rows and duration_seconds fields.","exampleAgentPrompt":"I have up to 200 rows of transformation throughput records with processed_rows and duration_seconds — can you deduplicate the exact rows and give me a grouped numeric summary by dataset_group, analyzing the processed_rows field?","exampleUseCases":[{"title":"ETL pipeline deduplication audit","prompt":"Here are 150 rows from my nightly ETL job logs with row_id, dataset_group, date, processed_rows, and duration_seconds — deduplicate any exact duplicates and give me a grouped summary of processed_rows by dataset_group."},{"title":"Throughput summary by data category","prompt":"I've got transformation throughput records for groups like 'ingest', 'transform', and 'export' — can you deduplicate them and summarize the duration_seconds by dataset_group so I can see which stage takes longest?"},{"title":"Data quality check before reporting","prompt":"Before I send my throughput report, run deduplication on these records and give me a grouped numeric summary of processed_rows by dataset_group — I want to make sure I'm not double-counting anything."}],"resultDescription":"Returns two reports: (1) exact row deduplication results identifying and removing duplicate records, and (2) a grouped numeric summary (e.g. count, sum, mean) of the selected numeric field (processed_rows or duration_seconds) segmented by dataset_group. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Input array is empty or exceeds 200 rows — validation error","Required fields (row_id, dataset_group, date, processed_rows, duration_seconds) missing from one or more rows — schema validation failure","Date fields not matching YYYY-MM-DD pattern — rejected by pattern validation","Numeric fields outside allowed range — rejected by min/max constraints","Invalid field enum value (not processed_rows or duration_seconds) — rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 transformation throughput records and need both exact row deduplication AND a grouped numeric summary in a single paid call. Ideal for data engineers validating ETL outputs, cleaning pipeline logs, or preparing throughput reports segmented by dataset group. Best when you need two complementary analyses (deduplication + grouping) from one $0.01 call rather than calling separate endpoints.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T19:42:22.056Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-deduplication-and-grouped-numeric-summary-cfca9441"}