{"uid":"cap_iGG7VDMre1FMZkppnVgao","slug":"training-compliance-exact-row-deduplication-and-duplicate-key-report-2385681f","name":"Training Compliance Exact Row Deduplication and Duplicate Key Report","description":"Training compliance — Exact row deduplication + Duplicate key report: Exact row deduplication + Duplicate key report for supplied training compliance records (completed_courses, assigned_courses). 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-operations-10-038?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","team_group","date","completed_courses","assigned_courses"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"team_group":{"type":"string","default":"","maxLength":80},"assigned_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"completed_courses":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","team_group":"group-a","assigned_courses":1,"completed_courses":10},{"date":"2026-10-02","row_id":"row-2","team_group":"group-b","assigned_courses":2,"completed_courses":20},{"date":"2026-10-03","row_id":"row-3","team_group":"group-a","assigned_courses":3,"completed_courses":15},{"date":"2026-10-04","row_id":"row-4","team_group":"group-b","assigned_courses":4,"completed_courses":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_3LLFldHS7RGOYe_0rYTwS","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 training compliance records and generates a duplicate key report for up to 200 rows of completed/assigned course data.","exampleAgentPrompt":"I have training compliance records for our teams — can you deduplicate them and give me a duplicate key report? Here are up to 200 rows with row_id, team_group, date, completed_courses, and assigned_courses fields.","exampleUseCases":[{"title":"HR training audit deduplication","prompt":"Our HR system exported training compliance records and I think there are duplicate entries — can you run exact row deduplication and a duplicate key report on these rows? Each record has a row_id, team_group, date, completed_courses, and assigned_courses."},{"title":"Pre-upload compliance data cleanup","prompt":"Before I upload our Q4 training compliance data to the LMS, can you check these 150 rows for exact duplicate records and flag any duplicate row IDs so I can clean the file first?"},{"title":"Multi-team course tracking deduplication","prompt":"We merged training records from three team groups and I need you to deduplicate exact matching rows and tell me which row_ids appear more than once across the completed_courses and assigned_courses data."}],"resultDescription":"Returns two independent reports: (1) an exact row deduplication report identifying and removing fully duplicate records from the submitted training compliance rows, and (2) a duplicate key report listing any row_id or key field values that appear more than once, covering up to 200 input rows.","failureModes":["Exceeding 200 row limit returns an error or truncated result","Missing required fields (row_id, team_group, date, completed_courses, assigned_courses) cause validation failure","Invalid date format (non-YYYY-MM-DD) triggers schema validation error","Empty rows array rejected due to minItems:1 constraint","Payment not received results in 402 response and no processing"],"whenToPreferThis":"Choose this endpoint when you need to clean training compliance datasets specifically — detecting exact duplicate rows and flagging duplicate keys across completed_courses and assigned_courses fields — without any live lookup or external system interaction. Best for preprocessing compliance data before ingestion into LMS or HR systems, up to 200 rows per call.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-26T12:31:00.406Z","isFirstParty":false,"canonicalSlug":"training-compliance-exact-row-deduplication-and-duplicate-key-report-2385681f"}