{"uid":"cap_8UPNHjG4rSGaNnrZaJx_F","slug":"simulation-caches-record-quality-audit-string-normalisation-keyed-d721e277","name":"Simulation Caches — Record Quality Audit + String Normalisation + Keyed Dataset Comparison","description":"Simulation caches — Record quality audit + String normalisation + Keyed dataset comparison: Record quality audit + String normalisation + Keyed dataset comparison for supplied simulation caches records (cache_gb, simulation_seconds). 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-creative-08-207?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","cache_gb","simulation_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"cache_gb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"simulation_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","cache_gb":10,"asset_group":"group-a","simulation_seconds":1},{"date":"2026-10-02","row_id":"row-2","cache_gb":20,"asset_group":"group-b","simulation_seconds":2},{"date":"2026-10-03","row_id":"row-3","cache_gb":15,"asset_group":"group-a","simulation_seconds":3},{"date":"2026-10-04","row_id":"row-4","cache_gb":30,"asset_group":"group-b","simulation_seconds":4}],"maxItems":200,"minItems":1},"other":{"type":"array","items":{"type":"object","required":["row_id","asset_group","date","cache_gb","simulation_seconds"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"cache_gb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"asset_group":{"type":"string","default":"","maxLength":80},"simulation_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","cache_gb":10,"asset_group":"group-a","simulation_seconds":1},{"date":"2026-10-02","row_id":"row-2","cache_gb":21,"asset_group":"group-b","simulation_seconds":2},{"date":"2026-10-03","row_id":"row-3","cache_gb":17,"asset_group":"group-a","simulation_seconds":3},{"date":"2026-10-04","row_id":"row-4","cache_gb":33,"asset_group":"group-b","simulation_seconds":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_BZ9zq4EBeiCQZhXYQwMtB","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 local analytical reports on simulation cache records: a record quality audit, string normalisation, and a keyed comparison between two datasets, for up to 200 rows of cache_gb and simulation_seconds data.","exampleAgentPrompt":"Audit the quality of my simulation cache records, normalise the asset_group strings, and compare them against last week's snapshot — here are two sets of up to 200 rows each, with fields row_id, asset_group, date, cache_gb, and simulation_seconds.","exampleUseCases":[{"title":"Weekly simulation cache data quality check","prompt":"Run a full record quality audit on my simulation cache data for this week — I have 150 rows with fields row_id, asset_group, date, cache_gb, and simulation_seconds. Flag any bad or missing values."},{"title":"Comparing two simulation cache snapshots","prompt":"I have two versions of my simulation cache dataset — the current one and last month's — each up to 200 rows with row_id, asset_group, date, cache_gb, and simulation_seconds. Can you do a keyed comparison to show me what changed?"},{"title":"Normalising asset group strings before pipeline ingestion","prompt":"Before I load these simulation cache records into our pipeline, can you normalise the asset_group strings across all 80 rows so the formatting is consistent? Each row has row_id, asset_group, date, cache_gb, and simulation_seconds."}],"resultDescription":"Returns three independent reports: (1) a record quality audit flagging issues like nulls, out-of-range values, and malformed fields in cache_gb and simulation_seconds; (2) a string normalisation report standardising text fields like asset_group; and (3) a keyed dataset comparison report showing differences between the primary and secondary input datasets matched by row_id.","failureModes":["Input rows array is empty or missing — validation error returned","More than 200 rows submitted — request rejected with item limit error","Required fields (row_id, asset_group, date, cache_gb, simulation_seconds) missing from one or more rows — schema validation failure","Date field does not match YYYY-MM-DD pattern — pattern validation error","Payment not processed via x402 protocol — 402 Payment Required response","Secondary 'other' dataset missing when keyed comparison is needed — incomplete report or error"],"whenToPreferThis":"Choose this endpoint when you need three simultaneous analytical reports — quality audit, string normalisation, and dataset comparison — on simulation cache data (cache_gb, simulation_seconds) in a single low-cost call. It is best suited for offline/batch data validation workflows where no live data lookup, prediction, or external action is required, and where your dataset is 200 rows or fewer.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:56:26.100Z","isFirstParty":false,"canonicalSlug":"simulation-caches-record-quality-audit-string-normalisation-keyed-d721e277"}