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Render Jobs Data Quality Suite — Audit, Deduplication & Adjacent Changes
x402
Render Jobs Data Quality Suite — Audit, Deduplication & Adjacent Changes is a paid API for AI agents from market.datapackvibe.com, paid per call via x402, $0.01/call, status unknown (last checked 2026-10-22).
Runs three analytical reports on supplied render job records: record quality audit, exact row deduplication, and adjacent row change detection, for fields render_seconds and sample_count.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Record quality audit + Exact row deduplication + Adjacent row changes: Record quality audit + Exact row deduplication + Adjacent row changes 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 independent analytical reports: (1) a record quality audit flagging nulls, out-of-range values, and data issues in render_seconds or sample_count; (2) an exact row deduplication report identifying perfectly matching rows; (3) an adjacent row changes report showing where consecutive rows differ in the selected field. All computed locally against the supplied data, up to 200 rows.
Example use cases
Pre-pipeline render data cleanup
“Before I load these render job records into our pipeline, can you audit them for quality issues, find any exact duplicates, and flag adjacent row changes in the render_seconds field? I have about 150 rows covering different asset groups.”
Spotting duplicate render submissions
“I think some of our render jobs got submitted twice — can you run exact row deduplication on this batch of 80 render job records and also give me the quality audit report?”
Tracking render performance shifts over time
“I want to see where sample_count values change between consecutive rows in my render job logs — can you run the adjacent row changes report along with a quality audit on these 200 rows?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-217?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you need three bundled data-quality operations (audit + deduplication + adjacent change detection) on render job records in a single low-cost call. Ideal for pre-processing pipelines handling rendering metrics (render_seconds, sample_count) before ingestion or reporting, especially when you want offline, deterministic analysis without any external lookups or model predictions.
Side effects
- More than 200 rows submitted — exceeds maxItems limit
- Missing required fields (row_id, asset_group, date, render_seconds, sample_count) causes validation error
- Invalid date format (not YYYY-MM-DD) causes schema rejection
- Field selector not one of 'render_seconds' or 'sample_count' causes enum error
- Empty rows array (minItems: 1 violation) returns error
- row_id exceeds 80-character maxLength
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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