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Prediction Result Imports — CSV Validation Summary
x402
Prediction Result Imports — CSV Validation Summary is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-16).
Validates a CSV table of prediction results (up to 1000 rows) and returns a structured validation summary report.
Price / call$0.01
Success—
StatusUnknown
How this service works
Prediction result imports — Validation summary: Validation summary for Prediction result 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 validation summary report.
Output
A structured CSV validation summary report indicating whether the input CSV conforms to the declared contract, including counts of valid/invalid rows, specific cell or value violations, out-of-range numeric values, disallowed category values, and any parsing errors encountered across up to 1000 rows.
Example use cases
Pre-import QA for ML pipeline
“Before we push these prediction results into the database, can you run a validation summary on this CSV? Delimiter is comma, probabilities must be between 0 and 1, and valid model IDs are only 'model-v1' and 'model-v2'.”
Category compliance check for audit
“I need to verify that none of the model_id values in my predictions CSV go outside our approved list of 'alpha', 'beta', and 'gamma' — can you validate it and summarize any violations?”
Data quality report for stakeholders
“Can you validate this CSV export of last quarter's prediction imports and give me a summary of any rows with out-of-range probability values or cell length issues? Probabilities should be between 0 and 100, and the delimiter is a semicolon.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-predictions-summary?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a lightweight, structured validation summary for a prediction-results CSV before importing it into a downstream system, especially when you want to enforce numeric bounds, category allowlists, and cell-length constraints in a single call. It is best suited for pre-import QA workflows on datasets up to 1000 rows where no external data enrichment is needed.
Side effects
- CSV exceeds 1000 rows — only first 1000 rows validated
- CSV string exceeds 100,000 character limit — request rejected
- Invalid delimiter specified — parsing fails
- Cell content exceeds max_cell_length — flagged as violation
- Numeric values outside declared minimum/maximum range — flagged in report
- Malformed quoted cells — may cause parse errors or unexpected row splits
- Empty CSV string — returns error or empty summary
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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