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File Ingestion Numeric Distribution
x402
File Ingestion Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Computes a descriptive numeric distribution report for a specified numeric field across up to 200 file ingestion records (loaded_bytes or parse_errors).
Price / call$0.01
Success—
StatusUnknown
How this service works
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.
Output
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.
Example use cases
Diagnose parse error spikes in ingestion
“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?”
Profile byte load variance across sources
“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?”
Audit ingestion health before pipeline review
“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.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ar-analytics-file-ingestion-describe?utm_source=zero.xyzWhen to prefer
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).
Side effects
- 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
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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