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Render Jobs Deduplication and Weighted Mean Analysis
x402
Render Jobs Deduplication and Weighted Mean Analysis 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).
Performs exact row deduplication and secondary-measure weighted mean calculation on up to 200 render job records (render_seconds, sample_count), returning two analytical reports.
Price / call$0.01
Success—
StatusUnknown
How this service works
Render jobs — Exact row deduplication + Secondary-measure weighted mean: Exact row deduplication + Secondary-measure weighted mean for supplied render jobs records (render_seconds, sample_count). Up to 200 rows; 2 independent reports using shared local analytical engines. No live lookup, prediction, professional assessment or external action. 0.01 USDC includes 2 supplied-data reports for up to 200 rows.
Output
Returns two analytical reports: (1) the input dataset after exact row deduplication (removing fully identical rows), and (2) the weighted mean of the selected measure field (render_seconds or sample_count) using the other field as the weight — all computed locally with no external lookups or predictions.
Example use cases
Render pipeline quality audit
“I have 120 render job records from our pipeline, each with a row_id, asset_group, date, render_seconds, and sample_count. Can you deduplicate them exactly and give me the sample_count-weighted mean of render_seconds so I can see our true average render time?”
Asset group render time comparison
“I've exported render job logs across several asset groups — some rows are duplicated. Please deduplicate them and compute the weighted mean of render_seconds using sample_count as the weight, so I can compare performance across groups.”
Batch render statistics cleanup
“Our render farm produced about 80 job records and I suspect there are exact duplicates. Can you clean those up and calculate the sample_count-weighted mean of render_seconds so we have accurate stats for the sprint report?”
Technical details
Endpoint
POSThttps://market.datapackvibe.com/x402/assistant-ib26-creative-02-051?utm_source=zero.xyzWhen to prefer
Choose this endpoint when you have up to 200 render job records and need both exact row-level deduplication and a secondary-measure weighted mean in a single call for $0.01 USDC. It is ideal for render pipeline analytics, media production audits, or any workflow where sample_count and render_seconds are the key metrics and you want two complementary reports without spinning up your own analytics infrastructure.
Side effects
- Payload exceeds 200 rows — request rejected
- Missing required fields (row_id, date, asset_group) — validation error
- All rows are duplicates — deduplication returns empty or single-row result
- Null values in render_seconds or sample_count may affect weighted mean calculation
- Invalid date format not matching YYYY-MM-DD pattern — schema validation failure
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| rows | array | |
| field | string |
Tags
x402
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