{"uid":"cap_VJZ4w49RrbYILT_6PeTWh","slug":"transformation-throughput-analytics-duplicate-key-report-category-0787e574","name":"Transformation Throughput Analytics: Duplicate Key Report + Category Frequencies","description":"Transformation throughput — Duplicate key report + Category frequencies: Duplicate key report + Category frequencies 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-13-057?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}}},"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_y5KLQW1UXoNt78iM_dW-F","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 category frequency distribution for up to 200 rows of processed_rows and duration_seconds data.","exampleAgentPrompt":"Can you check these transformation throughput records for duplicate row IDs and give me a frequency count by dataset_group? I have about 50 rows with fields like row_id, dataset_group, date, processed_rows, and duration_seconds.","exampleUseCases":[{"title":"ETL pipeline deduplication audit","prompt":"I have 150 rows of ETL throughput logs with row_id, dataset_group, date, processed_rows, and duration_seconds — can you find any duplicate row IDs and tell me how many records fall into each dataset_group?"},{"title":"Data quality check before warehouse load","prompt":"Before I load these transformation results into the warehouse, can you run a duplicate key check and category frequency report on my 80 throughput records so I can spot any data quality issues?"},{"title":"Daily pipeline group distribution summary","prompt":"Here are today's transformation throughput records across group-a, group-b, and group-c — can you tell me how many records belong to each group and flag any duplicate row IDs?"}],"resultDescription":"Returns two independent analytical reports: (1) a duplicate key report identifying any repeated row_id values across the submitted rows, and (2) a category frequency table showing how many records appear per dataset_group value. Both reports are computed locally from the supplied data with no external lookups.","failureModes":["Input array empty or missing — endpoint requires at least 1 row","More than 200 rows submitted — exceeds maxItems limit","row_id field missing or empty — required field for duplicate detection","date field does not match YYYY-MM-DD pattern — validation error","numeric fields (processed_rows, duration_seconds) out of allowed range","Malformed JSON body — returns parse error","Payment not included or insufficient — x402 payment required at $0.01 USDC"],"whenToPreferThis":"Choose this endpoint when you need fast, local duplicate detection and category frequency analysis on transformation throughput records (processed_rows, duration_seconds) without any external data lookups or ML predictions. Ideal for data quality audits on ETL pipeline outputs with up to 200 rows where you need both a duplicate key report and group frequency counts in a single $0.01 USDC call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:47:01.776Z","isFirstParty":false,"canonicalSlug":"transformation-throughput-analytics-duplicate-key-report-category-0787e574"}