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Job Execution Imports — Numeric Type Check
x402
Job Execution Imports — Numeric Type Check is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-19).
Validates that all numeric columns in a job-execution CSV conform to declared type constraints (min, max, allowed categories, cell length) and returns a type-check report.
Price / call$0.01
Success—
StatusUnknown
How this service works
Job execution imports — Numeric type check: Numeric type check for Job execution 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 type check report.
Output
Returns a numeric type check report covering up to 1000 rows of the submitted CSV, identifying which cells or columns fail numeric type constraints, out-of-range values, disallowed category values, or cell length violations. The report indicates overall pass/fail status and row-level detail.
Example use cases
Pre-load job CSV validation
“Before I import this job execution file into our data warehouse, can you run a numeric type check on it with a comma delimiter, min 0, max 86400 for elapsed_seconds, and make sure no cell exceeds 500 characters? Here's the CSV: job_id,executed_on,worker_id,elapsed_seconds,processed_rows\njob-1,2026-03-01,worker-a,3600,100\njob-2,2026-03-02,worker-b,abc,200”
Pipeline data quality gate
“Our ETL pipeline just produced a job run CSV — validate the numeric columns with min -1000000000000, max 1000000000000, comma delimiter, and allowed categories group-a and group-b. I need to know if there are any type violations before we proceed. CSV: job_id,executed_on,worker_id,elapsed_seconds,processed_rows\nrun-x,2026-04-01,group-a,500,50\nrun-y,2026-04-02,group-c,700,75”
Scheduled nightly import check
“Every night we get a job execution CSV — can you type-check the numeric fields using semicolon delimiter, minimum 0, maximum 999999, and max cell length 200, and tell me which rows have problems? Here's tonight's file: job_id;executed_on;worker_id;elapsed_seconds;processed_rows\nnight-1;2026-05-01;team-a;1200;30\nnight-2;2026-05-02;team-b;-5;15”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-jobs-types?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, cost-effective ($0.01 USDC) numeric type validation specifically tailored to job execution import CSVs with columns like job_id, executed_on, worker_id, elapsed_seconds, and processed_rows. It is ideal for pre-load data quality checks, ETL pipeline gates, and contract validation against declared numeric ranges and allowed categories, supporting up to 1000 rows with quoted-cell handling and no external data enrichment.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- CSV has zero rows or is empty — validation cannot proceed
- Delimiter mismatch causes all rows to parse as single-column — type errors reported on unexpected structure
- Minimum value greater than maximum value — configuration error
- More than 1000 rows submitted — only up to 1000 rows processed or request rejected
- Malformed CSV with unclosed quotes — parser error returned
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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