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Prediction Result Imports — Trimmed Typed Conversion
x402
Prediction Result Imports — Trimmed Typed Conversion 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 and normalizes a CSV table of prediction results by trimming whitespace, inferring types, and enforcing schema contracts up to 1000 rows.
Price / call$0.01
Success—
StatusUnknown
How this service works
Prediction result imports — Trimmed typed conversion: Trimmed typed conversion 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 trimmed typed conversion report.
Output
Returns a trimmed typed conversion report for the submitted prediction results CSV, including type-inferred and whitespace-trimmed cell values, schema contract validation results, any row or cell-level violations, and summary pass/fail status — covering up to 1000 rows with quoted cell support.
Example use cases
ML pipeline pre-ingestion validation
“Before I load this batch of model predictions into our database, can you run a trimmed typed conversion check on this CSV — it uses comma delimiters, the model_id column should only contain values 'model-v1' or 'model-v2', and probability should be between 0 and 1?”
Data quality gate for prediction exports
“I exported predictions from our scoring service and need to validate the CSV before handing it off — please check for type correctness and trim any whitespace, the file uses semicolon delimiters and probability values should stay between 0.0 and 100.0.”
Automated schema contract check in CI
“As part of our nightly data pipeline, validate this prediction results CSV against our declared schema: comma-separated, allowed categories are 'group-a', 'group-b', and 'group-c', numeric values between -1000000000000 and 1000000000000, and max cell length of 500 characters.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-bx-csv-predictions-normalise?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need to validate and normalize a prediction results CSV against a declared schema contract, especially when you require typed conversion (not just raw text parsing), whitespace trimming, category allowlist enforcement, and numeric bounds checking — all without any external enrichment or side effects. Ideal for data pipeline pre-ingestion gates, CI schema checks, and ML output quality validation up to 1000 rows.
Side effects
- CSV exceeds 100,000 character limit — request rejected
- More than 1000 rows submitted — validation capped or rejected
- Cell value exceeds max_cell_length — flagged as violation
- Numeric value outside specified minimum/maximum range — flagged
- Category value not in allowed_categories list — flagged as invalid
- Malformed CSV structure (unclosed quotes, wrong delimiter) — parse error returned
- Empty CSV string submitted — rejected due to minLength constraint
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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