{"uid":"cap_X0G6Ygc4iX2mFG2QecFFh","slug":"dataset-storage-record-quality-audit-exact-row-deduplication-and-e0f0dd04","name":"Dataset Storage Record Quality Audit, Exact Row Deduplication, and Duplicate Key Report","description":"Dataset storage — Record quality audit + Exact row deduplication + Duplicate key report: Record quality audit + Exact row deduplication + Duplicate key report for supplied dataset storage records (used_mb, row_count). 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-18-209?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","dataset_group","date","used_mb","row_count"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"used_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"row_count":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"dataset_group":{"type":"string","default":"","maxLength":80}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","used_mb":10,"row_count":1,"dataset_group":"group-a"},{"date":"2026-10-02","row_id":"row-2","used_mb":20,"row_count":2,"dataset_group":"group-b"},{"date":"2026-10-03","row_id":"row-3","used_mb":15,"row_count":3,"dataset_group":"group-a"},{"date":"2026-10-04","row_id":"row-4","used_mb":30,"row_count":4,"dataset_group":"group-b"}],"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_QPQatl3g9CYZFCRiKAwxH","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 up to 200 dataset storage records: a record quality audit, exact row deduplication, and a duplicate key report, using local engines with no external lookups.","exampleAgentPrompt":"Can you audit the quality of these dataset storage records and give me an exact row deduplication report plus a duplicate key report? Here are up to 200 rows with fields like row_id, dataset_group, date, used_mb, and row_count that I want checked.","exampleUseCases":[{"title":"Storage log deduplication before ETL pipeline","prompt":"I have a batch of up to 200 storage log entries — each with a row_id, dataset_group, date, used_mb, and row_count — that I need deduplicated and quality-checked before loading them into our data warehouse. Can you run the exact row deduplication and duplicate key report on them?"},{"title":"Monthly dataset storage quality review","prompt":"Can you audit the quality of our dataset storage records for October 2026? I have rows tagged with groups like 'group-a' and 'group-b' with used_mb and row_count values — I want to see any quality issues and which rows are exact duplicates."},{"title":"Debugging unexpected row count inflation","prompt":"Our row_count totals look inflated and I suspect there are duplicate records in our dataset storage logs. Can you run an exact deduplication and duplicate key report on these records so I can find which entries are causing the inflation?"}],"resultDescription":"Returns three independent reports: (1) a record quality audit highlighting data issues across the supplied rows, (2) an exact row deduplication result identifying and removing fully identical rows, and (3) a duplicate key report flagging rows sharing the same key fields — all computed locally from the supplied data without any external lookups.","failureModes":["Submitting more than 200 rows will be rejected or truncated","Missing required fields (row_id, dataset_group, date, used_mb, row_count) will cause validation errors","Malformed date strings not matching YYYY-MM-DD pattern will fail validation","Empty rows array will not be accepted (minItems: 1)","null values for used_mb or row_count are allowed but may affect quality audit completeness","row_id or dataset_group values exceeding 80 characters will be rejected"],"whenToPreferThis":"Choose this endpoint when you have up to 200 dataset storage records (with used_mb and row_count metrics) that need quality auditing, exact deduplication, and duplicate key analysis in a single low-cost call. It is ideal for pre-ETL data cleaning, storage log validation, or lightweight offline analytics where no live data lookups or external services are needed. At $0.01 USDC for three reports, it is cost-effective for routine batch quality checks on small-to-medium record sets.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T12:46:16.083Z","isFirstParty":false,"canonicalSlug":"dataset-storage-record-quality-audit-exact-row-deduplication-and-e0f0dd04"}