{"uid":"cap_xP0sagXsKFcMVA5_OCzer","slug":"simulation-caches-data-cleaner-deduplication-missing-value-fill-81e8c347","name":"Simulation Caches Data Cleaner — Deduplication & Missing-Value Fill","description":"Simulation caches — Exact row deduplication + Explicit missing-value fill: Exact row deduplication + Explicit missing-value fill 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-08-054?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"},"method":{"enum":["zero","mean","median"],"type":"string","default":"median"}}},"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_yXaslQ7CJH9NGyuXnqI8l","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 fills missing values (cache_gb or simulation_seconds) in simulation cache datasets using zero, mean, or median imputation — returns two analytical reports for up to 200 rows.","exampleAgentPrompt":"Clean my simulation cache records by removing exact duplicate rows and filling any missing cache_gb values using median imputation — here are 4 rows with row IDs row-1 through row-4, dates 2026-10-01 to 2026-10-04, asset groups group-a and group-b, and simulation_seconds 1 through 4.","exampleUseCases":[{"title":"Deduplicate cache performance logs","prompt":"I have a batch of simulation cache logs with duplicate entries — can you remove the exact duplicate rows and give me a deduplication report? Here are 150 rows with row_id, asset_group, date, cache_gb, and simulation_seconds fields."},{"title":"Fill missing cache sizes before reporting","prompt":"Some of my simulation cache records are missing cache_gb values. Can you fill those in using the median of the other rows and give me a report? I'll send you up to 200 rows with row_id, date, and asset_group included."},{"title":"Clean simulation dataset with zero imputation","prompt":"I need to prep my simulation cache data for analysis — please deduplicate the rows and replace any null simulation_seconds with zero. Here are my rows covering October 2026 across group-a and group-b asset groups."}],"resultDescription":"Two analytical reports: (1) an exact row deduplication report identifying and removing duplicate records, and (2) a missing-value fill report showing which rows had null cache_gb or simulation_seconds values and what they were replaced with (using zero, mean, or median). No external lookups or predictions are made — all analysis uses the supplied data only.","failureModes":["More than 200 rows submitted — request rejected or truncated","Invalid date format (not YYYY-MM-DD) causes validation error","Missing required fields (row_id, asset_group, date) causes schema rejection","Numeric values outside allowed range cause validation failure","Empty rows array returns error"],"whenToPreferThis":"Use this endpoint when you have simulation cache records (with cache_gb and simulation_seconds fields) that need exact duplicate removal and/or missing-value imputation before downstream analysis. It is specifically designed for this narrow schema and returns two bundled reports for a flat $0.01 USDC fee — ideal for lightweight, offline data cleaning without requiring a live data pipeline or external ML service.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-21T18:56:41.028Z","isFirstParty":false,"canonicalSlug":"simulation-caches-data-cleaner-deduplication-missing-value-fill-81e8c347"}