{"uid":"cap_59HQtnEHg35b2xKc-9igF","slug":"file-ingestion-grouped-numeric-summary-4bf8ad6c","name":"File Ingestion Grouped Numeric Summary","description":"File ingestion - Grouped numeric summary: Grouped numeric summary 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 grouped numeric summary report.","url":"https://market.datapackvibe.com/x402/assistant-ar-analytics-file-ingestion-group-summary?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_Uv8PNZaTD21OedvnUf_mJ","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 grouped descriptive statistics (e.g. min, max, mean, count) for a chosen numeric field across up to 200 file ingestion records, segmented by source group.","exampleAgentPrompt":"I have 4 file ingestion records from two sources — group-a loaded 10 and 15 bytes with 1 and 3 parse errors, group-b loaded 20 and 30 bytes with 2 and 4 parse errors — can you give me a grouped numeric summary for the loaded_bytes field broken down by source?","exampleUseCases":[{"title":"Compare ingestion volume by source","prompt":"I have a batch of 150 file ingestion records from three different sources — alpha, beta, and gamma — can you group them and give me a descriptive summary of loaded_bytes per source so I can see which source is bringing in the most data?"},{"title":"Audit parse error rates by group","prompt":"Here are 80 ingestion records from two pipeline sources. Can you compute a grouped numeric summary of the parse_errors field grouped by source so I can see which source has the worst error counts on average?"},{"title":"Daily ingestion health report by source","prompt":"I've got ingestion logs from last week with source labels for each file load — about 200 records total. Can you run a grouped numeric summary on loaded_bytes by source group so I can build a quick health snapshot for each pipeline?"}],"resultDescription":"Returns a grouped descriptive statistics report for the selected numeric field (loaded_bytes or parse_errors), with aggregates such as count, min, max, mean, and possibly sum computed per distinct source group — all derived locally from the supplied records without any external enrichment or forecasting.","failureModes":["Empty rows array (minItems:1 violation) returns validation error","More than 200 records supplied exceeds maxItems and is rejected","Invalid date format (not YYYY-MM-DD) causes schema validation failure","Unknown field value outside enum [loaded_bytes, parse_errors] rejected","Null numeric values may be excluded or cause partial aggregation","Missing required row fields (row_id, source, date) cause record-level errors"],"whenToPreferThis":"Choose this endpoint when you have raw file ingestion records with source labels and want fast, local grouped descriptive statistics on a numeric field without any external data enrichment, forecasting, or time-series analysis. It is ideal for ETL pipeline monitoring dashboards, ingestion health checks, and comparing load volumes or error rates across sources. Prefer this over time-series or trend endpoints when the goal is a static snapshot grouped by category rather than sequential change detection.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T00:59:50.142Z","isFirstParty":false,"canonicalSlug":"file-ingestion-grouped-numeric-summary-4bf8ad6c"}