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API Usage Imports — Numeric Range Check
x402
API Usage Imports — Numeric Range Check is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-24).
Validates numeric columns in a CSV table of API usage imports against specified minimum and maximum bounds, returning a range check report.
Price / call$0.01
Success—
StatusUnknown
How this service works
API usage imports — Numeric range check: Numeric range check for API usage imports. Validate a declared CSV table contract, up to 1000 rows. Quoted cells supported; no external enrichment. Specialised preset in a shared 50-profile, 20-operation engine. 0.01 USDC includes one CSV numeric range check report.
Output
A CSV numeric range check report indicating which rows and cells contain numeric values outside the declared minimum/maximum bounds, along with a summary of validation status for up to 1000 rows of the supplied CSV.
Example use cases
Validate monthly API usage import
“I have a monthly API usage CSV with request_count and error_count columns — can you check that all numeric values fall between 0 and 5000, using a comma delimiter, and flag any rows that are out of range?”
QA check before ingesting partner data
“Before I import this partner API usage CSV into our system, can you verify all the numbers are within the acceptable range of -1 to 999999 and that the categories only include group-a and group-b?”
Detect anomalous spike in error counts
“Run a numeric range check on my API usage CSV to make sure the error_count column never exceeds 100 and request_count stays between 1 and 50000 — flag anything that looks like a spike or data error.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-api-usage-ranges?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, low-cost ($0.01 USDC) validation pass on an API usage CSV to confirm numeric fields fall within declared bounds — especially useful in automated data pipeline quality gates or before importing third-party API usage reports. It is purpose-built for API usage import schemas (usage_id, observed_on, endpoint_id, request_count, error_count) and supports quoted cells and configurable delimiters without external enrichment.
Side effects
- CSV exceeds 1000 rows — only up to 1000 rows are validated
- CSV string exceeds 100,000 character limit — request rejected
- Invalid delimiter specified — must be comma, semicolon, or tab
- Minimum value greater than maximum value — invalid range configuration
- Malformed CSV with unclosed quotes or inconsistent columns — parse error
- Cell content exceeds max_cell_length limit — validation may be skipped for that cell
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| csv | string | |
| maximum | number | |
| minimum | number | |
| delimiter | string | |
| max_cell_length | integer | |
| allowed_categories | array |
Tags
x402
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