{"uid":"cap_eZnu0yJmHDEPd4ktPgwU4","slug":"data-ingestion-batches-exact-row-deduplication-secondary-measure-9080ec09","name":"Data Ingestion Batches — Exact Row Deduplication + Secondary-Measure Weighted Mean","description":"Data ingestion batches — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied data ingestion batches records (received_rows, accepted_rows). 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-01-051?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","received_rows","accepted_rows"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"accepted_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80},"received_rows":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","accepted_rows":1,"dataset_group":"group-a","received_rows":10},{"date":"2026-10-02","row_id":"row-2","accepted_rows":2,"dataset_group":"group-b","received_rows":20},{"date":"2026-10-03","row_id":"row-3","accepted_rows":3,"dataset_group":"group-a","received_rows":15},{"date":"2026-10-04","row_id":"row-4","accepted_rows":4,"dataset_group":"group-b","received_rows":30}],"maxItems":200,"minItems":1},"field":{"enum":["received_rows","accepted_rows"],"type":"string","default":"received_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_wuVd7FzmASykgc6GvLirJ","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 data ingestion batch records by exact row matching and computes a secondary-measure weighted mean for received_rows or accepted_rows across up to 200 rows, returning two analytical reports.","exampleAgentPrompt":"Can you deduplicate my data ingestion batch records and compute the weighted mean for accepted_rows? Here are my rows: group-a on 2026-10-01 had 10 received and 1 accepted, group-b on 2026-10-02 had 20 received and 2 accepted — I need both the deduplication report and the weighted mean report.","exampleUseCases":[{"title":"ETL pipeline duplicate cleanup","prompt":"I have a list of up to 50 data ingestion batch records from my ETL pipeline — some rows are duplicates — can you deduplicate them exactly and also give me the weighted mean for received_rows across all dataset groups?"},{"title":"Acceptance rate weighted analysis","prompt":"Here are 80 ingestion batch records across several dataset groups with dates and row counts. Please deduplicate them and compute the weighted mean for accepted_rows so I can understand the acceptance rate distribution."},{"title":"Daily ingestion quality report","prompt":"I'm uploading today's ingestion batch data — about 150 rows covering multiple dataset groups. Run the exact deduplication and weighted mean computation on received_rows and give me both reports."}],"resultDescription":"Returns two analytical reports: (1) a deduplicated version of the input rows after exact row matching, and (2) a weighted mean of the selected secondary measure (received_rows or accepted_rows) computed across the supplied batch records. Both reports are generated from the supplied data only, with no external lookups.","failureModes":["Input exceeds 200 rows — request will be rejected","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) cause validation failure","Invalid date format (must match YYYY-MM-DD pattern) returns a schema error","Numeric values outside the allowed range (-1,000,000,000,000 to 1,000,000,000,000) are rejected","Invalid field enum value (must be 'received_rows' or 'accepted_rows') causes error","Empty rows array (minItems: 1) is not permitted"],"whenToPreferThis":"Choose this endpoint when you need both exact row-level deduplication and a weighted mean computation on ingestion batch metrics (received_rows or accepted_rows) in a single call, without requiring any live data lookups or external integrations. It is ideal for data engineering workflows that need lightweight, self-contained batch quality analysis on up to 200 rows at very low cost ($0.01 USDC for two reports).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:25.084Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-exact-row-deduplication-secondary-measure-9080ec09"}