{"uid":"cap__QZT06GRsF9diVBK-7xku","slug":"data-ingestion-batches-record-quality-audit-duplicate-key-report-1f87a111","name":"Data Ingestion Batches — Record Quality Audit + Duplicate Key Report","description":"Data ingestion batches — Record quality audit + Duplicate key report: Record quality audit + Duplicate key report 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-01-003?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}}},"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_Q1MzVXul7uMtgBQ3wRNRW","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 two local analytical reports on up to 200 data ingestion batch records: a record quality audit and a duplicate key detection report based on received_rows and accepted_rows fields.","exampleAgentPrompt":"Can you run a record quality audit and duplicate key report on my ingestion batch data? Here are 5 records: row-1 on 2026-10-01 for group-a with 100 received and 90 accepted, row-2 on 2026-10-02 for group-b with 200 received and 180 accepted, row-3 on 2026-10-01 for group-a with 50 received and 45 accepted, row-4 on 2026-10-03 for group-c with 300 received and null accepted, row-5 on 2026-10-02 for group-b with 150 received and 140 accepted.","exampleUseCases":[{"title":"ETL pipeline daily batch validation","prompt":"Check my daily ingestion batch for quality issues and duplicate keys — here are 10 records with row IDs, dataset groups, dates, and received vs accepted row counts from yesterday's pipeline run."},{"title":"Data warehouse load audit","prompt":"I need a quality audit and duplicate key report for this set of 50 ingestion batch records from our data warehouse load last night — can you flag any bad rows and tell me if any row IDs or group-date combos are duplicated?"},{"title":"Debugging dropped rows in ingestion","prompt":"We're seeing a mismatch between received and accepted rows in our ingestion pipeline. Can you run a quality audit plus duplicate key check on these 30 batch records to help me figure out where the problem is?"}],"resultDescription":"Returns two independent reports: (1) a record quality audit flagging anomalies such as nulls, out-of-range values, or invalid formats in received_rows and accepted_rows fields, and (2) a duplicate key report identifying records sharing the same row_id or key combinations across the supplied batch — all computed locally without external lookups.","failureModes":["Batch exceeds 200 rows — returns validation error","Missing required fields (row_id, date, received_rows, accepted_rows, dataset_group) — returns schema error","Invalid date format not matching YYYY-MM-DD pattern — rejected at input validation","Numeric values outside allowed range (-1T to +1T) — schema rejection","Empty rows array — minimum 1 item required"],"whenToPreferThis":"Use this endpoint when you have up to 200 data ingestion batch records and need both a record quality audit and a duplicate key report in a single low-cost call ($0.01 USDC). Ideal for ETL/data pipeline monitoring, post-ingestion validation, and catching duplicate or malformed records without involving external APIs or live lookups.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T06:46:44.547Z","isFirstParty":false,"canonicalSlug":"data-ingestion-batches-record-quality-audit-duplicate-key-report-1f87a111"}