{"uid":"cap_l9OqkVsW3zAO8hNTn3yvl","slug":"schema-conformity-exact-row-deduplication-keyed-dataset-comparison-c681d8b4","name":"Schema Conformity — Exact Row Deduplication + Keyed Dataset Comparison","description":"Schema conformity — Exact row deduplication + Keyed dataset comparison: Exact row deduplication + Keyed dataset comparison for supplied schema conformity records (valid_records, checked_records). 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-02-053?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":20,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":15,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":30,"checked_records":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","valid_records","checked_records"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"dataset_group":{"type":"string","default":"","maxLength":80},"valid_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"checked_records":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","dataset_group":"group-a","valid_records":10,"checked_records":1},{"date":"2026-10-02","row_id":"row-2","dataset_group":"group-b","valid_records":21,"checked_records":2},{"date":"2026-10-03","row_id":"row-3","dataset_group":"group-a","valid_records":17,"checked_records":3},{"date":"2026-10-04","row_id":"row-4","dataset_group":"group-b","valid_records":33,"checked_records":4}],"maxItems":200,"minItems":0}}},"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_4hpn9OfoVdAr_IinfyEcF","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 rows and compares two schema-conformity datasets (valid_records vs checked_records) to produce two independent analytical reports for up to 200 rows.","exampleAgentPrompt":"I have two sets of schema conformity records — both with row_id, dataset_group, date, valid_records, and checked_records — and I want to deduplicate each one and then compare them side by side by key. Can you run the exact-row deduplication and keyed dataset comparison on up to 200 rows from my 'rows' and 'other' datasets and give me both reports?","exampleUseCases":[{"title":"Deduplicating daily conformity logs","prompt":"I have a daily schema conformity log for October 2026 with groups 'group-a' and 'group-b', and I suspect some rows got inserted twice. Can you deduplicate the dataset and show me which rows were exact duplicates? Here's the data with row_id, date, dataset_group, valid_records, and checked_records fields."},{"title":"Spotting drift between two pipeline runs","prompt":"We ran our schema validation pipeline twice this week and got slightly different counts in valid_records and checked_records across the same row_ids and dataset_groups. Can you do a keyed comparison of the two result sets and tell me exactly which rows differ and by how much?"},{"title":"Reconciling conformity reports across teams","prompt":"Two teams submitted schema conformity reports for the same date range — same row_id and dataset_group keys but potentially different valid_records and checked_records values. Can you compare the two datasets key-by-key and flag any mismatches, plus deduplicate both sides first?"}],"resultDescription":"Two independent analytical reports: (1) an exact-row deduplication report identifying which rows in each dataset are duplicates, and (2) a keyed dataset comparison report highlighting rows present in one dataset but not the other, or rows with differing valid_records/checked_records values for the same key. Both reports are computed locally with no external lookups.","failureModes":["Input arrays exceed 200 rows — request rejected or truncated","Missing required fields (row_id, dataset_group, date, valid_records, checked_records) cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern are rejected","Numeric values outside ±1,000,000,000,000 range fail schema validation","Empty rows array (minItems:1 violated) causes error","Payment not completed via x402 protocol results in 402 response"],"whenToPreferThis":"Choose this endpoint when you need both exact-row deduplication and a keyed diff comparison on schema conformity data (valid_records, checked_records) in a single call at very low cost ($0.01 USDC for both reports, up to 200 rows). It is purpose-built for schema conformity tracking fields specifically, rather than general-purpose data diffing tools. Prefer it when you have structured conformity logs keyed by row_id, dataset_group, and date and want offline/local analytical processing with no external data access.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-18T00:58:26.178Z","isFirstParty":false,"canonicalSlug":"schema-conformity-exact-row-deduplication-keyed-dataset-comparison-c681d8b4"}