{"uid":"cap_FLHH5fY0BZlZlOlRGm6oq","slug":"file-ingestion-numeric-distribution-1eed0bf9","name":"File Ingestion Numeric Distribution","description":"File ingestion - Numeric distribution: Numeric distribution for File ingestion. 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 numeric distribution report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-file-ingestion-describe?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"rows":{"type":"array","items":{"type":"object","required":["row_id","source","date","loaded_bytes","parse_errors"],"properties":{"date":{"type":"string","default":"","pattern":"^\\d{4}-\\d{2}-\\d{2}$","maxLength":10},"row_id":{"type":"string","default":"","maxLength":80,"minLength":1},"source":{"type":"string","default":"","maxLength":80},"loaded_bytes":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000},"parse_errors":{"type":["number","null"],"maximum":1000000000000,"minimum":-1000000000000}},"additionalProperties":false},"default":[{"date":"2026-10-01","row_id":"row-1","source":"group-a","loaded_bytes":10,"parse_errors":1},{"date":"2026-10-02","row_id":"row-2","source":"group-b","loaded_bytes":20,"parse_errors":2},{"date":"2026-10-03","row_id":"row-3","source":"group-a","loaded_bytes":15,"parse_errors":3},{"date":"2026-10-04","row_id":"row-4","source":"group-b","loaded_bytes":30,"parse_errors":4}],"maxItems":200,"minItems":1},"field":{"enum":["loaded_bytes","parse_errors"],"type":"string","default":"loaded_bytes"}}},"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_BRQr6G6gGLL9Ihp6G9Ugy","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":"Computes a descriptive numeric distribution report for a specified numeric field across up to 200 file ingestion records (loaded_bytes or parse_errors).","exampleAgentPrompt":"Can you run a numeric distribution report on the loaded_bytes field for these 150 file ingestion records I have? I want to understand how the byte counts are spread across the dataset.","exampleUseCases":[{"title":"Diagnose parse error spikes in ingestion","prompt":"I have a batch of 80 file ingestion records from last week — can you compute the numeric distribution of parse_errors so I can see if there's an unusual spike or skew in error rates?"},{"title":"Profile byte load variance across sources","prompt":"Here are 120 ingestion records from two different source groups. Can you run a descriptive distribution on the loaded_bytes field so I can understand how much variance there is in file sizes being ingested?"},{"title":"Audit ingestion health before pipeline review","prompt":"Before our pipeline review meeting, I want a quick numeric distribution summary of loaded_bytes across these 200 file ingestion rows — things like min, max, and how the values are spread out."}],"resultDescription":"Returns a bounded numeric distribution report for the selected field (loaded_bytes or parse_errors) across the submitted records, including descriptive statistics such as min, max, mean, percentiles, and frequency distribution — all computed locally with no external enrichment or forecasting.","failureModes":["Submitting more than 200 rows returns a validation error","Missing required fields (row_id, date, source, loaded_bytes, parse_errors) causes rejection","Invalid date format (not YYYY-MM-DD) triggers a schema validation error","Selecting a field not in the enum ('loaded_bytes' or 'parse_errors') returns an error","Empty rows array is rejected due to minItems:1 constraint"],"whenToPreferThis":"Choose this endpoint when you need fast, local descriptive analytics on numeric fields from file ingestion records — specifically loaded_bytes or parse_errors — without any need for enrichment, forecasting, or external data lookup. It is ideal for lightweight pipeline health checks or pre-analysis profiling on batches of up to 200 records at minimal cost ($0.01 USDC).","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-19T19:16:43.624Z","isFirstParty":false,"canonicalSlug":"file-ingestion-numeric-distribution-1eed0bf9"}