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Maintenance Imports — Column Statistics
x402
Maintenance Imports — Column Statistics is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-15).
Validates a CSV of maintenance import data and returns per-column statistics (up to 1000 rows) against a declared contract.
Price / call$0.01
Success—
StatusUnknown
How this service works
Maintenance imports — Column statistics: Column statistics for Maintenance 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 column statistics report.
Output
A column statistics report covering each column in the CSV — including data type distribution, value ranges, category conformance, cell length compliance, and any contract violations — for up to 1000 rows of maintenance import data.
Example use cases
Validating maintenance record uploads
“I have a CSV of maintenance records with columns for maintenance_id, performed_on, asset_id, labour_hours, and parts_cost — can you run column statistics on it using a comma delimiter and flag anything outside the expected numeric ranges or category values like group-a and group-b?”
Pre-pipeline data quality check
“Before I load this maintenance import CSV into our data pipeline, can you validate its columns and give me a stats report? It's comma-separated, up to 1000 rows, and asset_id should only contain group-a or group-b as values.”
Auditing CSV column conformance
“I need to audit the column quality of our latest maintenance imports file — please check that numeric columns like labour_hours and parts_cost stay within reasonable bounds and that category columns only have approved values, using our comma-delimited CSV format.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-maintenance-column-stats?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to validate and profile columns in a maintenance-domain CSV file against a declared contract — particularly when checking numeric ranges, category allowlists, and cell length constraints. It is purpose-built for maintenance import datasets (maintenance_id, performed_on, asset_id, labour_hours, parts_cost) rather than general-purpose CSV tools, and is cost-effective at $0.01 USDC per report for up to 1000 rows.
Side effects
- CSV exceeds 1000 rows — only first 1000 processed or rejection
- CSV string empty or malformed — validation error returned
- Delimiter mismatch causes parsing failure — columns not correctly split
- Cell length exceeds max_cell_length — flagged or truncated
- Numeric values outside declared minimum/maximum — flagged as violations
- Disallowed category values present — reported as contract breaches
- CSV exceeds 100000 character limit — request rejected
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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