{"uid":"cap_BhZhJAcAqaG7Q_syEXApU","slug":"batch-job-resources-explicit-missing-value-fill-5cdfcf02","name":"Batch Job Resources – Explicit Missing-Value Fill","description":"Batch job resources - Explicit missing-value fill: Explicit missing-value fill for Batch job resources. Up to 200 supplied typed records. Local descriptive analytics; no enrichment or forecast. One of 25 new profiles across 20 shared operations in this industry. 0.01 USDC includes one bounded explicit missing-value fill report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-batch-job-resources-fill-missing?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","job","date","duration_seconds","peak_memory_mb"],"properties":{"job":{"type":"string","default":"","maxLength":80},"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"peak_memory_mb":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"duration_seconds":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"job":"group-a","date":"2026-10-01","row_id":"row-1","peak_memory_mb":1,"duration_seconds":10},{"job":"group-b","date":"2026-10-02","row_id":"row-2","peak_memory_mb":2,"duration_seconds":20},{"job":"group-a","date":"2026-10-03","row_id":"row-3","peak_memory_mb":3,"duration_seconds":15},{"job":"group-b","date":"2026-10-04","row_id":"row-4","peak_memory_mb":4,"duration_seconds":30}],"maxItems":200,"minItems":1},"field":{"enum":["duration_seconds","peak_memory_mb"],"type":"string","default":"duration_seconds"},"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_rRl1Vhur_p-ydkjXWcCZf","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":"Fills missing numeric values (duration_seconds or peak_memory_mb) in batch job resource records using zero, mean, or median imputation, returning a local descriptive analytics report.","exampleAgentPrompt":"Fill in the missing duration_seconds values in my batch job records using median imputation — here are up to 200 rows with job name, date, row_id, and peak_memory_mb already populated.","exampleUseCases":[{"title":"Impute null job durations with median","prompt":"I have a set of batch job records where some duration_seconds entries are null — can you fill those missing values using the median method and give me a descriptive analytics summary? I'll send you the rows with row_id, job, and date fields."},{"title":"Zero-fill missing memory metrics","prompt":"Some of my batch job records are missing peak_memory_mb values. Please fill those nulls with zero and return the filled report so I can analyze resource usage across all jobs."},{"title":"Mean imputation for job resource monitoring","prompt":"I'm cleaning up my job monitoring dataset — about 150 records with some null duration_seconds. Can you impute those missing values using the mean and give me the analytics report back?"}],"resultDescription":"A filled missing-value report covering up to 200 batch job records, where the specified numeric field (duration_seconds or peak_memory_mb) has had its null/missing entries replaced using the chosen method (zero, mean, or median), accompanied by local descriptive analytics. No external enrichment or forecasting is included.","failureModes":["More than 200 rows submitted — exceeds maxItems limit, request rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Empty rows array (minItems:1 violated) returns error","Unsupported imputation method or field name causes enum validation failure","Numeric values outside the allowed range (±1e12) rejected","Missing required fields (row_id, job, date) on any row causes failure"],"whenToPreferThis":"Choose this endpoint when you have up to 200 typed batch job resource records with null numeric values (duration_seconds or peak_memory_mb) and need a quick, low-cost ($0.01 USDC) local imputation and descriptive analytics report without external data enrichment or forecasting. Ideal for lightweight data cleaning pipelines for job monitoring or scheduling systems.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:13:47.260Z","isFirstParty":false,"canonicalSlug":"batch-job-resources-explicit-missing-value-fill-5cdfcf02"}