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Render Jobs Data Quality Suite — Record Audit + Deduplication + Numeric Distribution
x402
Render Jobs Data Quality Suite — Record Audit + Deduplication + Numeric Distribution is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-17).
Runs three analytical reports on render job records: record quality audit, exact row deduplication, and numeric distribution analysis for render_seconds or sample_count fields.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Record quality audit + Exact row deduplication + Numeric distribution: Record quality audit + Exact row deduplication + Numeric distribution for supplied render jobs records (render_seconds, sample_count). Up to 200 rows; 3 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 3 supplied-data reports for up to 200 rows.
Output
Three structured analytical reports: (1) a record quality audit flagging nulls, type mismatches, and completeness issues; (2) an exact row deduplication report identifying duplicate records; and (3) a numeric distribution report (min, max, mean, percentiles, histogram) for the selected numeric field (render_seconds or sample_count). All computed locally on the supplied data, no external lookups performed.
Example use cases
Pre-pipeline render data validation
“Before I kick off the next rendering batch, can you audit these 150 render job rows for quality issues, find any exact duplicates, and give me a distribution breakdown of render_seconds so I know if anything looks off?”
Studio asset group deduplication check
“I have a CSV of render jobs grouped by asset group — can you run exact row deduplication and a quality audit on it? There are about 80 rows with row_id, asset_group, date, render_seconds, and sample_count.”
Sample count distribution profiling
“Can you profile the sample_count field across my render job records — give me a numeric distribution report along with a quality audit and duplicate check? I'm sending about 120 rows.”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-210?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need a bundled, cost-efficient trio of data quality operations — quality audit, deduplication, and numeric distribution — on render job records in a single call for $0.01 USDC. Ideal when working with rendering pipeline data (up to 200 rows) that contains render_seconds and sample_count metrics, and you want offline analytical reports without external API calls or predictions.
Side effects
- Exceeding 200 row limit returns an error or truncation
- Missing required fields (row_id, date, render_seconds, sample_count) causes schema validation failure
- Invalid date format (not YYYY-MM-DD) triggers pattern mismatch error
- Empty rows array rejected by minItems:1 constraint
- Numeric values outside allowed range cause schema rejection
- Invalid field enum value (not 'render_seconds' or 'sample_count') returns error
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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