{"uid":"cap_zoCNN2nYJ3C_HFyixAEz4","slug":"simulation-caches-exact-row-deduplication-iqr-outlier-flags-78e14943","name":"Simulation Caches — Exact Row Deduplication + IQR Outlier Flags","description":"Simulation caches — Exact row deduplication + IQR outlier flags: Exact row deduplication + IQR outlier flags for supplied simulation caches records (cache_gb, simulation_seconds). 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-creative-08-049?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},"field":{"enum":["cache_gb","simulation_seconds"],"type":"string","default":"cache_gb"}}},"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_GjnTQ66YfgmKUQb70TEDs","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 simulation cache records and flags IQR-based outliers across cache_gb and simulation_seconds fields for up to 200 rows.","exampleAgentPrompt":"Can you deduplicate my simulation cache records and flag any IQR outliers in the cache_gb field? I have rows with row_id, asset_group, date, cache_gb, and simulation_seconds — here are up to 200 rows of data.","exampleUseCases":[{"title":"Cleaning simulation cache logs before reporting","prompt":"I have a batch of simulation cache logs with possible duplicate entries and some suspiciously large cache_gb values — can you deduplicate them exactly and flag any IQR outliers in cache_gb so I know which records to investigate?"},{"title":"Detecting outlier simulation runtimes by asset group","prompt":"My simulation pipeline produced 150 records across several asset groups. Can you run exact row dedup and flag IQR outliers on the simulation_seconds field so I can see which runs took unusually long?"},{"title":"QA pass on simulation dataset before handoff","prompt":"Before I hand off this simulation dataset to the client, can you run a quick exact-duplicate check and IQR outlier flag on both cache_gb and simulation_seconds across all 80 rows? I want two reports — one per field."}],"resultDescription":"Returns two analytical reports for the submitted simulation cache rows: (1) an exact row deduplication report identifying which rows are duplicates, and (2) IQR-based outlier flags indicating which records have statistically anomalous values for the selected field (cache_gb or simulation_seconds). No external lookups or predictions are made; all analysis is performed locally on the supplied data.","failureModes":["Fewer than 1 row submitted — request rejected","More than 200 rows submitted — request rejected","Missing required fields (row_id, asset_group, date, cache_gb, simulation_seconds) — validation error","Invalid date format (must be YYYY-MM-DD) — schema validation failure","Numeric field values outside allowed range — schema rejection","Payment not received or insufficient USDC — 402 payment required error"],"whenToPreferThis":"Choose this endpoint when you need both exact row deduplication and IQR-based outlier detection on simulation cache records (cache_gb and simulation_seconds) in a single call, without requiring any external data lookup or live prediction. It is purpose-built for simulation cache data quality workflows and is cost-effective at $0.01 USDC for two reports on up to 200 rows.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-22T00:49:25.736Z","isFirstParty":false,"canonicalSlug":"simulation-caches-exact-row-deduplication-iqr-outlier-flags-78e14943"}