{"uid":"cap_0fFDTQVQQq956qOE9hO9c","slug":"data-ingestion-batches-record-quality-audit-exact-row-deduplication-48785732","name":"Data Ingestion Batches — Record Quality Audit + Exact Row Deduplication + Grouped Numeric Summary","description":"Data ingestion batches — Record quality audit + Exact row deduplication + Grouped numeric summary: Record quality audit + Exact row deduplication + Grouped numeric summary for supplied data ingestion batches records (received_rows, accepted_rows). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.","url":"https://market.datapackvibe.com/x402/assistant-ib26-analytics-01-211?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_GQhAmTPkddcmzlIjS0MQp","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":"Runs three analytical reports on data ingestion batch records: record quality audit, exact row deduplication, and grouped numeric summary for received_rows or accepted_rows.","exampleAgentPrompt":"Can you run a quality audit, deduplicate exact rows, and give me a grouped numeric summary for my ingestion batch data? Here are up to 200 rows with row_id, dataset_group, date, received_rows, and accepted_rows — I want the summary grouped on received_rows.","exampleUseCases":[{"title":"Pipeline health check for ingestion logs","prompt":"I have this week's data ingestion batch logs — around 150 rows each with a row_id, dataset_group, date, received_rows, and accepted_rows. Can you audit them for record quality issues, deduplicate any exact rows, and give me a grouped summary on accepted_rows so I can see which groups are underperforming?"},{"title":"Deduplication scan before data warehouse load","prompt":"Before I load these ingestion batch records into the warehouse, can you run an exact row deduplication check along with a quality audit? I've got 80 rows with dataset_group, date, received_rows, and accepted_rows fields I want cleaned up."},{"title":"Group-level ingestion volume analysis","prompt":"I want to understand ingestion volumes across dataset groups — can you take these 120 batch records and give me a grouped numeric summary of received_rows, plus flag any quality issues or exact duplicates while you're at it?"}],"resultDescription":"Returns three independent analytical reports: (1) a record quality audit flagging missing, malformed, or invalid fields; (2) an exact row deduplication report identifying duplicate records; and (3) a grouped numeric summary aggregating the selected numeric field (received_rows or accepted_rows) by dataset_group. All computed locally with no external lookups.","failureModes":["Fewer than 1 or more than 200 rows submitted — request rejected","Missing required fields (row_id, dataset_group, date, received_rows, accepted_rows) — validation error","Invalid date format (not YYYY-MM-DD) — schema validation failure","Numeric values outside allowed range (±1,000,000,000,000) — rejected","Invalid field enum value (must be 'received_rows' or 'accepted_rows') — error returned","Payment not completed via x402 protocol — request blocked"],"whenToPreferThis":"Choose this endpoint when you need three combined analytical reports (quality audit, deduplication, grouped summary) on data ingestion batch records in a single low-cost call. Ideal for ETL pipeline monitoring, pre-load data validation, and batch-level ingestion analytics without needing a live database connection or external data service. Best when your data fits within 200 rows and you want fast, offline computation bundled into one $0.01 USDC payment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-17T00:46:41.824Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-record-quality-audit-exact-row-deduplication-48785732"}